From 2d09b9e6dbf24edbecc7ec21a1cd88b4317b58a3 Mon Sep 17 00:00:00 2001
From: Donato Capitella <donato.capitella@reversec.com>
Date: Thu, 5 Feb 2026 19:03:13 +0000
Subject: [PATCH] updated benchmarks

---
 ...-Q4_K_XL-00001-of-00002__rocm-7.2__fa1.log |     8 +
 ...-of-00002__rocm-7.2__fa1__longctx32768.log |     8 +
 ...L-00001-of-00002__rocm-7.2__hblt0__fa1.log |     8 +
 ...02__rocm-7.2__hblt0__fa1__longctx32768.log |     8 +
 ...Q4_K_XL-00001-of-00002__rocm6_4_4__fa1.log |     8 +
 ...of-00002__rocm6_4_4__fa1__longctx32768.log |     8 +
 ...-00001-of-00002__rocm6_4_4__hblt0__fa1.log |     8 +
 ...2__rocm6_4_4__hblt0__fa1__longctx32768.log |     8 +
 ...L-00001-of-00002__rocm7-nightlies__fa1.log |     8 +
 ...02__rocm7-nightlies__fa1__longctx32768.log |    18 +
 ...-of-00002__rocm7-nightlies__hblt0__fa1.log |     8 +
 ...m7-nightlies__hblt0__fa1__longctx32768.log |     8 +
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 ..._XL-00001-of-00002__vulkan_amdvlk__fa1.log |     8 +
 ...0002__vulkan_amdvlk__fa1__longctx32768.log |     8 +
 ..._K_XL-00001-of-00002__vulkan_radv__fa1.log |     8 +
 ...-00002__vulkan_radv__fa1__longctx32768.log |     8 +
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 ...-Q6_K_XL-00001-of-00003__rocm-7.2__fa1.log |     0
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 ...-00001-of-00003__rocm6_4_4__hblt0__fa1.log |     0
 ...3__rocm6_4_4__hblt0__fa1__longctx32768.log |     0
 ...L-00001-of-00003__rocm7-nightlies__fa1.log |     0
 ...03__rocm7-nightlies__fa1__longctx32768.log |     0
 ...-of-00003__rocm7-nightlies__hblt0__fa1.log |     0
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 ...-00001-of-00003__rocm7.1.1__hblt0__fa1.log |     0
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 ...-00003__vulkan_radv__fa1__longctx32768.log |     0
 ...-Q8_K_XL-00001-of-00002__rocm-7.2__fa1.log |     8 +
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 ...of-00002__rocm6_4_4__fa1__longctx32768.log |     8 +
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 ...6__rocm7.1.1__hblt0__fa1__longctx32768.log |     0
 ...Instruct-2512-BF16__vulkan_amdvlk__fa1.log |     8 +
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 ...03__rocm-7.2__hblt0__fa1__longctx32768.log |     8 +
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 ...-00001-of-00003__rocm6_4_4__hblt0__fa1.log |     8 +
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 ...03__rocm7-nightlies__fa1__longctx32768.log |     8 +
 ...-of-00003__rocm7-nightlies__hblt0__fa1.log |     8 +
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 ...-00001-of-00003__rocm7.1.1__hblt0__fa1.log |     0
 ...3__rocm7.1.1__hblt0__fa1__longctx32768.log |     0
 ..._XL-00001-of-00003__vulkan_amdvlk__fa1.log |     8 +
 ...0003__vulkan_amdvlk__fa1__longctx32768.log |     8 +
 ..._K_XL-00001-of-00003__vulkan_radv__fa1.log |     8 +
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 ...ct-2507-UD-Q6_K_XL__vulkan_amdvlk__fa1.log |     8 +
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 616 files changed, 11988 insertions(+), 13591 deletions(-)
 create mode 100644 benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1.log
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 create mode 100644 benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log
 create mode 100644 benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
 create mode 100644 benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1.log
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 create mode 100644 benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
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 rename benchmark/results/{ => 09-01-2026}/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768.log (100%)
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 create mode 100644 benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1.log
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 create mode 100644 benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log
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diff --git a/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1.log b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1.log
new file mode 100644
index 0000000..6fe8641
--- /dev/null
+++ b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |         66.52 ± 7.27 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          2.76 ± 0.08 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log
new file mode 100644
index 0000000..f2148c0
--- /dev/null
+++ b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         16.57 ± 0.05 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          2.08 ± 0.00 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log
new file mode 100644
index 0000000..648542a
--- /dev/null
+++ b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |         71.47 ± 0.20 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          2.82 ± 0.07 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..2892f38
--- /dev/null
+++ b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         16.47 ± 0.03 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          2.06 ± 0.02 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1.log b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..665e557
--- /dev/null
+++ b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           pp512 |         81.03 ± 0.03 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           tg128 |          2.79 ± 0.07 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..19a7c47
--- /dev/null
+++ b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         17.37 ± 0.00 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          2.15 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log
new file mode 100644
index 0000000..5b9f63c
--- /dev/null
+++ b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           pp512 |         79.43 ± 0.03 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           tg128 |          2.80 ± 0.05 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..623b913
--- /dev/null
+++ b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         17.42 ± 0.00 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          2.15 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1.log b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..a56cbfc
--- /dev/null
+++ b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           pp512 |         73.64 ± 0.05 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           tg128 |          2.74 ± 0.22 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..d33cd4c
--- /dev/null
+++ b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,18 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+/opt/llama.cpp/ggml/src/ggml-cuda/ggml-cuda.cu:96: ROCm error
+/usr/local/lib64/libggml-base.so.0(+0x35a5) [0x7f1a3468b5a5]
+/usr/local/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f1a3468b96b]
+/usr/local/lib64/libggml-base.so.0(ggml_abort+0x11f) [0x7f1a3468baef]
+/usr/local/lib64/libggml-hip.so.0(+0x2d4e882) [0x7f1a37496882]
+/usr/local/lib64/libggml-hip.so.0(+0x2d53c4e) [0x7f1a3749bc4e]
+/usr/local/lib64/libggml-base.so.0(ggml_backend_sched_synchronize+0x2e) [0x7f1a346a2e5e]
+/usr/local/lib64/libllama.so.0(_ZN13llama_context11synchronizeEv+0x10) [0x7f1a37b75630]
+/usr/local/bin/llama-bench() [0x40ae7c]
+/usr/local/bin/llama-bench() [0x408bd1]
+/lib64/libc.so.6(+0x35b5) [0x7f1a340215b5]
+/lib64/libc.so.6(__libc_start_main+0x88) [0x7f1a34021668]
+/usr/local/bin/llama-bench() [0x409cf5]
+✖ ! [rocm-7alpha] Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
new file mode 100644
index 0000000..d353fd9
--- /dev/null
+++ b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           pp512 |         72.94 ± 2.79 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           tg128 |          2.79 ± 0.16 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..e87a569
--- /dev/null
+++ b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         17.14 ± 0.00 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          2.07 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7.1.1__fa1.log b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7.1.1__fa1.log
similarity index 100%
rename from benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7.1.1__fa1.log
rename to benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7.1.1__fa1.log
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7.1.1__fa1__longctx32768.log b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7.1.1__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7.1.1__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7.1.1__fa1__longctx32768.log
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1.log b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1.log
rename to benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1.log
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..3690a51
--- /dev/null
+++ b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 |           pp512 |         41.19 ± 7.76 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 |           tg128 |          1.87 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..fd57886
--- /dev/null
+++ b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         10.37 ± 0.00 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          1.26 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_radv__fa1.log b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_radv__fa1.log
new file mode 100644
index 0000000..67ff2d8
--- /dev/null
+++ b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_radv__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 |           pp512 |         47.53 ± 0.02 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 |           tg128 |          2.96 ± 0.05 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..4b28cb9
--- /dev/null
+++ b/benchmark/results/09-01-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         12.50 ± 0.00 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          2.27 ± 0.00 |
+
+build: 9c142e3a2 (7670)
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diff --git a/benchmark/results/GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__rocm7.1.1__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__rocm7.1.1__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__rocm7.1.1__hblt0__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__rocm7.1.1__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log b/benchmark/results/09-01-2026/GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log
similarity index 100%
rename from benchmark/results/GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log
rename to benchmark/results/09-01-2026/GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log
diff --git a/benchmark/results/GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/09-01-2026/GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
diff --git a/benchmark/results/GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__vulkan_radv__fa1.log b/benchmark/results/09-01-2026/GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__vulkan_radv__fa1.log
similarity index 100%
rename from benchmark/results/GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__vulkan_radv__fa1.log
rename to benchmark/results/09-01-2026/GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__vulkan_radv__fa1.log
diff --git a/benchmark/results/GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log b/benchmark/results/09-01-2026/GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log
diff --git a/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1.log b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1.log
new file mode 100644
index 0000000..eb98cfd
--- /dev/null
+++ b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |           pp512 |         49.50 ± 0.01 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |           tg128 |          2.78 ± 0.00 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log
new file mode 100644
index 0000000..6c2824c
--- /dev/null
+++ b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         27.87 ± 0.75 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          2.42 ± 0.06 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log
new file mode 100644
index 0000000..1533579
--- /dev/null
+++ b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |           pp512 |         49.27 ± 0.02 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |           tg128 |          2.79 ± 0.00 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..c15e681
--- /dev/null
+++ b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         28.46 ± 0.36 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          2.44 ± 0.04 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1.log b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..ce0f9af
--- /dev/null
+++ b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |    0 |           pp512 |        148.26 ± 0.07 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |    0 |           tg128 |          2.78 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..7b5211d
--- /dev/null
+++ b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         34.54 ± 0.00 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          2.46 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log
new file mode 100644
index 0000000..44dfe3c
--- /dev/null
+++ b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |    0 |           pp512 |        147.21 ± 0.14 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |    0 |           tg128 |          2.78 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..035ac3b
--- /dev/null
+++ b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         34.82 ± 0.00 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          2.46 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1.log b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..c7be012
--- /dev/null
+++ b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |    0 |           pp512 |         67.05 ± 0.01 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |    0 |           tg128 |          2.79 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..e74c380
--- /dev/null
+++ b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         26.90 ± 0.00 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          2.46 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
new file mode 100644
index 0000000..05a9c21
--- /dev/null
+++ b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |    0 |           pp512 |         66.64 ± 0.02 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |    0 |           tg128 |          2.79 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..4a65754
--- /dev/null
+++ b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         26.86 ± 0.00 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          2.46 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__fa1.log b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__fa1.log
similarity index 100%
rename from benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__fa1.log
rename to benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__fa1.log
diff --git a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__fa1__longctx32768.log b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__fa1__longctx32768.log
diff --git a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1.log b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1.log
rename to benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1.log
diff --git a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..00c2046
--- /dev/null
+++ b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 |    0 |           pp512 |        100.89 ± 0.24 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 |    0 |           tg128 |          2.81 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..a1e97ab
--- /dev/null
+++ b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         18.12 ± 0.00 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          2.16 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1.log b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1.log
new file mode 100644
index 0000000..1f40e8f
--- /dev/null
+++ b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 |    0 |           pp512 |         87.66 ± 0.55 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 |    0 |           tg128 |          2.78 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..4832afb
--- /dev/null
+++ b/benchmark/results/09-01-2026/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         21.96 ± 0.00 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          2.39 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__fa1.log b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__fa1.log
new file mode 100644
index 0000000..921c345
--- /dev/null
+++ b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |           pp512 |        797.13 ± 2.39 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |           tg128 |          8.49 ± 0.00 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__fa1__longctx32768.log b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__fa1__longctx32768.log
new file mode 100644
index 0000000..9dfec45
--- /dev/null
+++ b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        146.47 ± 5.52 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          7.11 ± 0.00 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__hblt0__fa1.log b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__hblt0__fa1.log
new file mode 100644
index 0000000..0832956
--- /dev/null
+++ b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |           pp512 |        803.39 ± 2.22 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |           tg128 |          8.49 ± 0.00 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..91e85e1
--- /dev/null
+++ b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        152.56 ± 6.51 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          7.11 ± 0.00 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__fa1.log b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..c87eda5
--- /dev/null
+++ b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           pp512 |        801.73 ± 2.77 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           tg128 |          8.49 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..d252ff5
--- /dev/null
+++ b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        163.31 ± 0.00 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          7.10 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__hblt0__fa1.log b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__hblt0__fa1.log
new file mode 100644
index 0000000..0a3cf91
--- /dev/null
+++ b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           pp512 |        805.52 ± 3.18 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           tg128 |          8.48 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..1f87ce0
--- /dev/null
+++ b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        164.32 ± 0.00 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          7.10 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__fa1.log b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..b03e29d
--- /dev/null
+++ b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           pp512 |        798.60 ± 3.84 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           tg128 |          8.49 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..9a0fea9
--- /dev/null
+++ b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        153.77 ± 0.00 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          7.10 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__hblt0__fa1.log
new file mode 100644
index 0000000..09d46a4
--- /dev/null
+++ b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           pp512 |        799.84 ± 4.89 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           tg128 |          8.49 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..6ff28f3
--- /dev/null
+++ b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        159.82 ± 0.00 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          7.11 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7.1.1__fa1.log b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7.1.1__fa1.log
similarity index 100%
rename from benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7.1.1__fa1.log
rename to benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7.1.1__fa1.log
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7.1.1__fa1__longctx32768.log b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7.1.1__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7.1.1__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7.1.1__fa1__longctx32768.log
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7.1.1__hblt0__fa1.log b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7.1.1__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7.1.1__hblt0__fa1.log
rename to benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7.1.1__hblt0__fa1.log
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7.1.1__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7.1.1__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7.1.1__hblt0__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7.1.1__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__vulkan_amdvlk__fa1.log b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..e5b1efe
--- /dev/null
+++ b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__vulkan_amdvlk__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 |           pp512 |       187.83 ± 22.96 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 |           tg128 |          8.19 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..d2ca7d7
--- /dev/null
+++ b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         64.52 ± 0.00 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          5.69 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__vulkan_radv__fa1.log b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__vulkan_radv__fa1.log
new file mode 100644
index 0000000..784b23b
--- /dev/null
+++ b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__vulkan_radv__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 |           pp512 |        195.84 ± 0.06 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 |           tg128 |          7.56 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__vulkan_radv__fa1__longctx32768.log b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..5e0335b
--- /dev/null
+++ b/benchmark/results/09-01-2026/Ministral-3-14B-Instruct-2512-BF16__vulkan_radv__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         75.42 ± 0.00 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          6.23 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__fa1.log b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__fa1.log
new file mode 100644
index 0000000..a25472a
--- /dev/null
+++ b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |           pp512 |        393.57 ± 2.37 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |           tg128 |         41.69 ± 0.01 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__fa1__longctx32768.log b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__fa1__longctx32768.log
new file mode 100644
index 0000000..7ccfdf7
--- /dev/null
+++ b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        559.16 ± 0.99 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         39.74 ± 0.02 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__hblt0__fa1.log b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__hblt0__fa1.log
new file mode 100644
index 0000000..eaea7c6
--- /dev/null
+++ b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |           pp512 |        389.10 ± 3.02 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |           tg128 |         41.68 ± 0.00 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..d0ae54b
--- /dev/null
+++ b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        558.52 ± 1.33 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         39.73 ± 0.02 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__fa1.log b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..4aa26ac
--- /dev/null
+++ b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |    0 |           pp512 |       1065.39 ± 1.75 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |    0 |           tg128 |         41.12 ± 0.02 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..504249f
--- /dev/null
+++ b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        823.17 ± 0.00 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         38.90 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log
new file mode 100644
index 0000000..50abf7d
--- /dev/null
+++ b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |    0 |           pp512 |       1034.18 ± 3.12 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |    0 |           tg128 |         41.08 ± 0.01 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..fab837f
--- /dev/null
+++ b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        896.75 ± 0.00 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         38.88 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__fa1.log b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..12cfa4e
--- /dev/null
+++ b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |    0 |           pp512 |        567.35 ± 4.92 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |    0 |           tg128 |         41.67 ± 0.01 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..ec34bc3
--- /dev/null
+++ b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        660.41 ± 0.00 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         39.42 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log
new file mode 100644
index 0000000..2433767
--- /dev/null
+++ b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |    0 |           pp512 |        560.67 ± 3.15 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |    0 |           tg128 |         41.63 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..9e1315b
--- /dev/null
+++ b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        663.35 ± 0.00 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         39.44 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7.1.1__fa1.log b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7.1.1__fa1.log
similarity index 100%
rename from benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7.1.1__fa1.log
rename to benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7.1.1__fa1.log
diff --git a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7.1.1__fa1__longctx32768.log b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7.1.1__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7.1.1__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7.1.1__fa1__longctx32768.log
diff --git a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7.1.1__hblt0__fa1.log b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7.1.1__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7.1.1__hblt0__fa1.log
rename to benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7.1.1__hblt0__fa1.log
diff --git a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7.1.1__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7.1.1__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7.1.1__hblt0__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7.1.1__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_amdvlk__fa1.log b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..64ecbc8
--- /dev/null
+++ b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_amdvlk__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 |    0 |           pp512 |      1253.52 ± 10.26 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 |    0 |           tg128 |         47.03 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..bae8a21
--- /dev/null
+++ b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        408.37 ± 0.00 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         34.93 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_radv__fa1.log b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_radv__fa1.log
new file mode 100644
index 0000000..aa1388b
--- /dev/null
+++ b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_radv__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 |    0 |           pp512 |      1016.39 ± 35.31 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 |    0 |           tg128 |         46.53 ± 0.03 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..4426e2b
--- /dev/null
+++ b/benchmark/results/09-01-2026/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        403.09 ± 0.00 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         40.91 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__fa1.log b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__fa1.log
new file mode 100644
index 0000000..8ce6864
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |           pp512 |       178.32 ± 26.83 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |           tg128 |         12.97 ± 0.98 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__fa1__longctx32768.log
new file mode 100644
index 0000000..9777216
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         38.11 ± 0.36 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          9.90 ± 0.00 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__hblt0__fa1.log b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__hblt0__fa1.log
new file mode 100644
index 0000000..ce3e316
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |           pp512 |       167.63 ± 28.76 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |           tg128 |         12.73 ± 0.74 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..929e46f
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         37.92 ± 0.33 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          9.78 ± 0.20 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__fa1.log b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..2d23b75
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |    0 |           pp512 |        206.60 ± 0.55 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |    0 |           tg128 |         14.93 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..a8041b1
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         47.83 ± 0.00 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          9.71 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1.log b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1.log
new file mode 100644
index 0000000..3e46d51
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |    0 |           pp512 |       197.06 ± 14.56 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |    0 |           tg128 |         15.02 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..8658106
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         47.67 ± 0.00 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          9.70 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__fa1.log b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..d0be143
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |    0 |           pp512 |        202.07 ± 3.84 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |    0 |           tg128 |         16.09 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..6ef3440
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         38.42 ± 0.00 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         10.00 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
new file mode 100644
index 0000000..7607a8d
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |    0 |           pp512 |       188.66 ± 20.66 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |    0 |           tg128 |         13.61 ± 1.01 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..8a32625
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         38.43 ± 0.00 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         10.01 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7.1.1__fa1.log b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7.1.1__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7.1.1__fa1.log
rename to benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7.1.1__fa1.log
diff --git a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7.1.1__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7.1.1__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7.1.1__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7.1.1__fa1__longctx32768.log
diff --git a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7.1.1__hblt0__fa1.log b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7.1.1__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7.1.1__hblt0__fa1.log
rename to benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7.1.1__hblt0__fa1.log
diff --git a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7.1.1__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7.1.1__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7.1.1__hblt0__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7.1.1__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..74cc3d7
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 |    0 |           pp512 |        168.14 ± 0.52 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 |    0 |           tg128 |          2.08 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..e62c799
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         17.62 ± 0.00 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          1.39 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_radv__fa1.log b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_radv__fa1.log
new file mode 100644
index 0000000..382b3ea
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_radv__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 |    0 |           pp512 |        146.89 ± 0.98 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 |    0 |           tg128 |         18.09 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..23324eb
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         22.66 ± 0.00 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          6.52 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__fa1.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__fa1.log
new file mode 100644
index 0000000..3aa8493
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |       484.09 ± 10.61 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         27.12 ± 0.16 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log
new file mode 100644
index 0000000..4f16aaf
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        162.38 ± 4.20 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         18.71 ± 1.16 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log
new file mode 100644
index 0000000..50fd7e6
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |        492.54 ± 2.48 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         27.09 ± 0.01 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..3bcfa1d
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        161.72 ± 4.90 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         19.36 ± 0.00 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..96acea1
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |        576.12 ± 2.09 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         26.83 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..c06be6a
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        254.34 ± 0.00 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         19.13 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log
new file mode 100644
index 0000000..7809d51
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |        585.67 ± 2.54 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         26.83 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..b898478
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        244.89 ± 0.00 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         19.18 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..050cd71
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |        492.51 ± 1.28 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         27.04 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..80b86d3
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        203.91 ± 0.00 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         19.28 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
new file mode 100644
index 0000000..acf2f5f
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |        494.46 ± 2.69 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         27.13 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..736f285
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        173.11 ± 0.00 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         19.24 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7.1.1__fa1.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7.1.1__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7.1.1__fa1.log
rename to benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7.1.1__fa1.log
diff --git a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7.1.1__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7.1.1__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7.1.1__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7.1.1__fa1__longctx32768.log
diff --git a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7.1.1__hblt0__fa1.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7.1.1__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7.1.1__hblt0__fa1.log
rename to benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7.1.1__hblt0__fa1.log
diff --git a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..5c4f9fe
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           pp512 |        424.44 ± 1.61 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           tg128 |         10.62 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..3d61772
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         65.51 ± 0.00 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          8.05 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_radv__fa1.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_radv__fa1.log
new file mode 100644
index 0000000..33f57b0
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_radv__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           pp512 |        364.62 ± 2.62 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           tg128 |          9.49 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..9b6a21f
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         93.65 ± 0.00 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          8.14 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__fa1.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__fa1.log
new file mode 100644
index 0000000..a326a57
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |        813.78 ± 5.52 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         58.57 ± 0.01 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__fa1__longctx32768.log
new file mode 100644
index 0000000..a38fcee
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        154.84 ± 3.34 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         31.32 ± 0.02 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__hblt0__fa1.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__hblt0__fa1.log
new file mode 100644
index 0000000..dba8fa9
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |       789.10 ± 47.98 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         58.51 ± 0.01 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..49dce2c
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        155.23 ± 3.28 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         31.27 ± 0.01 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__fa1.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..6b3826e
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |      1073.10 ± 11.76 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         57.78 ± 0.02 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..c8a6856
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        206.02 ± 0.00 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         31.04 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__hblt0__fa1.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__hblt0__fa1.log
new file mode 100644
index 0000000..3e19bb9
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |      1075.09 ± 15.15 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         57.72 ± 0.02 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..d3cb0bc
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        204.43 ± 0.00 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         31.02 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__fa1.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..efb6752
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |       904.96 ± 12.42 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         58.50 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..1446b4a
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        158.93 ± 0.00 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         31.07 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__hblt0__fa1.log
new file mode 100644
index 0000000..2b1dc75
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |        906.79 ± 8.48 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         58.55 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..6e97883
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        158.87 ± 0.00 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         31.05 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7.1.1__fa1.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7.1.1__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7.1.1__fa1.log
rename to benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7.1.1__fa1.log
diff --git a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7.1.1__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7.1.1__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7.1.1__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7.1.1__fa1__longctx32768.log
diff --git a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7.1.1__hblt0__fa1.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7.1.1__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7.1.1__hblt0__fa1.log
rename to benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7.1.1__hblt0__fa1.log
diff --git a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7.1.1__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7.1.1__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7.1.1__hblt0__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7.1.1__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_amdvlk__fa1.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..01df500
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_amdvlk__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           pp512 |       1180.84 ± 8.60 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           tg128 |         66.24 ± 0.04 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..00d42b3
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         71.45 ± 0.00 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         21.82 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_radv__fa1.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_radv__fa1.log
new file mode 100644
index 0000000..7e7199a
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_radv__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           pp512 |       1046.73 ± 6.25 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           tg128 |         68.71 ± 0.14 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_radv__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..edb34ce
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_radv__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        109.86 ± 0.00 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         30.94 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__fa1.log b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__fa1.log
new file mode 100644
index 0000000..06add3d
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |       1207.32 ± 7.42 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         71.51 ± 0.01 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__fa1__longctx32768.log
new file mode 100644
index 0000000..3022aa0
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        161.97 ± 3.98 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         34.41 ± 0.01 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__hblt0__fa1.log b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__hblt0__fa1.log
new file mode 100644
index 0000000..101bd0a
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |     1096.05 ± 129.46 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         71.57 ± 0.01 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..54589c8
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        160.95 ± 3.41 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         34.37 ± 0.01 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__fa1.log b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..a7ccbd8
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |       1240.19 ± 1.93 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         69.06 ± 0.02 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..4178bdc
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        286.57 ± 0.00 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         33.33 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1.log b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1.log
new file mode 100644
index 0000000..096ba0e
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |      1246.06 ± 12.57 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         68.95 ± 0.01 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..ae4c172
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        211.86 ± 0.00 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         33.37 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__fa1.log b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..1f7c7dd
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |       1225.75 ± 5.62 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         71.54 ± 0.01 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..ac7f41b
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        163.98 ± 0.00 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         34.13 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__hblt0__fa1.log
new file mode 100644
index 0000000..243d803
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |      1228.38 ± 14.75 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         71.53 ± 0.03 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..097c8cf
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        165.67 ± 0.00 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         34.01 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1.1__fa1.log b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1.1__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1.1__fa1.log
rename to benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1.1__fa1.log
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1.1__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1.1__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1.1__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1.1__fa1__longctx32768.log
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1.1__hblt0__fa1.log b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1.1__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1.1__hblt0__fa1.log
rename to benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1.1__hblt0__fa1.log
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1.1__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1.1__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1.1__hblt0__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7.1.1__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_amdvlk__fa1.log b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..df1dc18
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_amdvlk__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           pp512 |     1072.21 ± 149.58 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           tg128 |          1.52 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..8a11d0b
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         71.87 ± 0.00 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          1.45 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_radv__fa1.log b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_radv__fa1.log
new file mode 100644
index 0000000..2539f39
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_radv__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           pp512 |      1075.31 ± 42.44 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           tg128 |         86.69 ± 0.11 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_radv__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..6079ff7
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_radv__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        111.06 ± 0.00 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         33.81 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1.log b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1.log
new file mode 100644
index 0000000..fd2dcb3
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        211.96 ± 2.48 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         28.74 ± 0.49 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log
new file mode 100644
index 0000000..e9297f0
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        239.82 ± 0.51 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         24.76 ± 1.87 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log
new file mode 100644
index 0000000..fe3532d
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        262.57 ± 3.77 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         28.94 ± 0.05 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..d6b3f2b
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        295.41 ± 0.37 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         23.85 ± 3.58 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1.log b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..1e7106e
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |  1 |    0 |           pp512 |        587.41 ± 3.59 |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |  1 |    0 |           tg128 |         28.12 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..f0ae3e2
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        421.06 ± 0.00 |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         25.55 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log
new file mode 100644
index 0000000..41593f2
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |  1 |    0 |           pp512 |        610.91 ± 4.82 |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |  1 |    0 |           tg128 |         28.22 ± 0.01 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..27251b7
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        432.47 ± 0.00 |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         25.56 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1.log b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..0b88bef
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |  1 |    0 |           pp512 |        354.31 ± 5.52 |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |  1 |    0 |           tg128 |         29.40 ± 0.01 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..2b3ed00
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        327.85 ± 0.00 |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         26.06 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
new file mode 100644
index 0000000..3ea4bf5
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |  1 |    0 |           pp512 |        364.74 ± 5.05 |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |  1 |    0 |           tg128 |         29.38 ± 0.01 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..f3c68f2
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        340.53 ± 0.00 |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         26.05 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__fa1.log b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__fa1.log
rename to benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__fa1.log
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__fa1__longctx32768.log
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1.log b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1.log
rename to benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1.log
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..c0635f7
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | Vulkan     |  99 |  1 |    0 |           pp512 |        634.07 ± 4.20 |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | Vulkan     |  99 |  1 |    0 |           tg128 |         33.94 ± 0.02 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..9e31a3e
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        121.89 ± 0.00 |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         22.94 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1.log b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1.log
new file mode 100644
index 0000000..a95a432
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | Vulkan     |  99 |  1 |    0 |           pp512 |       538.47 ± 29.53 |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | Vulkan     |  99 |  1 |    0 |           tg128 |         31.56 ± 0.11 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..c355291
--- /dev/null
+++ b/benchmark/results/09-01-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        211.76 ± 0.00 |
+| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         27.44 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__fa1.log b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__fa1.log
new file mode 100644
index 0000000..a2749f2
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |        323.22 ± 0.21 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         14.24 ± 0.00 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__fa1__longctx32768.log
new file mode 100644
index 0000000..9f14bc9
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        231.95 ± 3.74 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         11.66 ± 0.00 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__hblt0__fa1.log b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__hblt0__fa1.log
new file mode 100644
index 0000000..5cc6d4b
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |        324.04 ± 0.14 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         14.25 ± 0.00 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..d9d363a
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        230.54 ± 3.36 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         11.66 ± 0.00 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1.log b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..ca8d844
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |    0 |           pp512 |        931.79 ± 1.30 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |    0 |           tg128 |         14.20 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..f18870e
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        247.33 ± 0.00 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         11.61 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log
new file mode 100644
index 0000000..7f55d20
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |    0 |           pp512 |        936.67 ± 1.30 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |    0 |           tg128 |         14.20 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..3566962
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        259.06 ± 0.00 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         11.63 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__fa1.log b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..c78e668
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |    0 |           pp512 |        428.84 ± 1.18 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |    0 |           tg128 |         14.24 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..5337922
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        275.24 ± 0.00 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         11.63 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log
new file mode 100644
index 0000000..7e1d970
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |    0 |           pp512 |        431.06 ± 0.61 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |    0 |           tg128 |         14.24 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..989d957
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        283.40 ± 0.00 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         11.63 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1.1__fa1.log b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1.1__fa1.log
similarity index 100%
rename from benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1.1__fa1.log
rename to benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1.1__fa1.log
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1.1__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1.1__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1.1__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1.1__fa1__longctx32768.log
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1.1__hblt0__fa1.log b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1.1__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1.1__hblt0__fa1.log
rename to benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1.1__hblt0__fa1.log
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1.1__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1.1__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1.1__hblt0__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7.1.1__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1.log b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..1c332ff
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |    0 |           pp512 |       602.68 ± 80.42 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |    0 |           tg128 |         14.56 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..aa3f7c3
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         21.40 ± 0.00 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         11.97 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__vulkan_radv__fa1.log b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__vulkan_radv__fa1.log
new file mode 100644
index 0000000..8bb191e
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__vulkan_radv__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |    0 |           pp512 |        548.18 ± 1.59 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |    0 |           tg128 |         13.94 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..7cec059
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-12b-it-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        231.70 ± 0.00 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         10.11 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__fa1.log b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__fa1.log
new file mode 100644
index 0000000..e6e1d62
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |        430.73 ± 1.02 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          3.86 ± 0.00 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log
new file mode 100644
index 0000000..f7bcf1c
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        193.46 ± 0.50 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          3.69 ± 0.01 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log
new file mode 100644
index 0000000..02273a2
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |        525.55 ± 1.67 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          4.00 ± 0.00 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..76656be
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        202.49 ± 3.52 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          3.72 ± 0.02 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__fa1.log b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..24ad07c
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |    0 |           pp512 |        472.15 ± 0.56 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |    0 |           tg128 |          4.00 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..a72de4d
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        188.56 ± 0.00 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          3.72 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log
new file mode 100644
index 0000000..302fb73
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |    0 |           pp512 |        531.41 ± 1.00 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |    0 |           tg128 |          4.00 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..d754100
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        214.27 ± 0.00 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          3.72 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__fa1.log b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..1c6842e
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |    0 |           pp512 |        470.21 ± 1.24 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |    0 |           tg128 |          4.01 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..c14e74b
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        179.14 ± 0.00 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          3.73 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
new file mode 100644
index 0000000..efdae4b
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |    0 |           pp512 |        526.32 ± 1.23 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |    0 |           tg128 |          4.02 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..a4539a4
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        193.22 ± 0.00 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          3.73 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1.1__fa1.log b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1.1__fa1.log
similarity index 100%
rename from benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1.1__fa1.log
rename to benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1.1__fa1.log
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1.1__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1.1__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1.1__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1.1__fa1__longctx32768.log
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1.1__hblt0__fa1.log b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1.1__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1.1__hblt0__fa1.log
rename to benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1.1__hblt0__fa1.log
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm7.1.1__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7_rc__fa1.log b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm7_rc__fa1.log
similarity index 100%
rename from benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7_rc__fa1.log
rename to benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__rocm7_rc__fa1.log
diff --git a/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__vulkan_amdvlk__fa1.log b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..ef8b29d
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__vulkan_amdvlk__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |    0 |           pp512 |       111.81 ± 20.34 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |    0 |           tg128 |          3.85 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..e6b8559
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         73.77 ± 0.00 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          3.40 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__vulkan_radv__fa1.log b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__vulkan_radv__fa1.log
new file mode 100644
index 0000000..e1a2ff4
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__vulkan_radv__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |    0 |           pp512 |        107.40 ± 0.65 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |    0 |           tg128 |          3.92 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..f1e6c00
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-27b-it-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         64.09 ± 0.00 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          3.67 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm-7.2__fa1.log b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm-7.2__fa1.log
new file mode 100644
index 0000000..83da529
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm-7.2__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |      2858.32 ± 17.99 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |         84.57 ± 0.01 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm-7.2__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm-7.2__fa1__longctx32768.log
new file mode 100644
index 0000000..5def9e8
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm-7.2__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |      1182.57 ± 31.53 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         61.59 ± 0.02 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm-7.2__hblt0__fa1.log b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm-7.2__hblt0__fa1.log
new file mode 100644
index 0000000..455b875
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm-7.2__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |     2679.11 ± 228.92 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |         70.08 ± 4.20 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm-7.2__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..ebaaee2
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |      1138.90 ± 19.11 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         61.59 ± 0.04 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm6_4_4__fa1.log b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..c102746
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |    0 |           pp512 |       2884.56 ± 5.24 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |    0 |           tg128 |         80.80 ± 0.03 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..eeeb59c
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |       1446.85 ± 0.00 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         59.42 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm6_4_4__hblt0__fa1.log b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm6_4_4__hblt0__fa1.log
new file mode 100644
index 0000000..2a53d30
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm6_4_4__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |    0 |           pp512 |       2874.72 ± 3.55 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |    0 |           tg128 |         80.97 ± 0.01 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm6_4_4__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..a78c350
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |       1258.46 ± 0.00 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         59.59 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__fa1.log b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..e5cb703
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |    0 |           pp512 |      2829.05 ± 14.01 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |    0 |           tg128 |         82.17 ± 4.20 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..421c142
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |       1118.35 ± 0.00 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         61.04 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__hblt0__fa1.log
new file mode 100644
index 0000000..e8c43cb
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |    0 |           pp512 |      2843.10 ± 21.02 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |    0 |           tg128 |         84.76 ± 0.02 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..143a699
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |       1123.24 ± 0.00 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         61.04 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7.1.1__fa1.log b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm7.1.1__fa1.log
similarity index 100%
rename from benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7.1.1__fa1.log
rename to benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm7.1.1__fa1.log
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7.1.1__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm7.1.1__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7.1.1__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm7.1.1__fa1__longctx32768.log
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7.1.1__hblt0__fa1.log b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm7.1.1__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7.1.1__hblt0__fa1.log
rename to benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm7.1.1__hblt0__fa1.log
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7.1.1__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm7.1.1__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7.1.1__hblt0__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__rocm7.1.1__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__vulkan_amdvlk__fa1.log b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..6dcd777
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__vulkan_amdvlk__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |    0 |           pp512 |     1514.96 ± 340.21 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |    0 |           tg128 |         81.61 ± 2.29 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..a3d57b9
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        188.74 ± 0.00 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         66.83 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__vulkan_radv__fa1.log b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__vulkan_radv__fa1.log
new file mode 100644
index 0000000..ac9a8fa
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__vulkan_radv__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |    0 |           pp512 |     1235.50 ± 244.41 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |    0 |           tg128 |         81.02 ± 2.09 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__vulkan_radv__fa1__longctx32768.log b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..56ae086
--- /dev/null
+++ b/benchmark/results/09-01-2026/gemma-3-4b-it-Q3_K_S__vulkan_radv__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        694.43 ± 0.00 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         49.80 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__fa1.log b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__fa1.log
new file mode 100644
index 0000000..2299f09
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           pp512 |        181.34 ± 1.51 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           tg128 |         52.25 ± 0.01 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__fa1__longctx32768.log b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__fa1__longctx32768.log
new file mode 100644
index 0000000..6275774
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        217.76 ± 0.23 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         36.60 ± 0.02 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__hblt0__fa1.log b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__hblt0__fa1.log
new file mode 100644
index 0000000..c90c1af
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           pp512 |        181.33 ± 1.42 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           tg128 |         52.27 ± 0.01 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..c7a144b
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        215.89 ± 4.16 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         36.64 ± 0.02 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1.log b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..3553f04
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |    0 |           pp512 |        683.09 ± 7.89 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |    0 |           tg128 |         51.50 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..64eaca1
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        334.72 ± 0.00 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         40.07 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1.log b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1.log
new file mode 100644
index 0000000..78c2f6b
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |    0 |           pp512 |        684.21 ± 8.30 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |    0 |           tg128 |         51.99 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..6b62e44
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        333.73 ± 0.00 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         40.14 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__fa1.log b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..a0cb708
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           pp512 |        674.34 ± 3.87 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           tg128 |         52.10 ± 0.00 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..5cd16ba
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        352.35 ± 0.56 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         40.44 ± 0.01 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
new file mode 100644
index 0000000..8898523
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           pp512 |        679.62 ± 5.41 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           tg128 |         52.11 ± 0.00 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..75ba15a
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        352.62 ± 1.18 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         40.46 ± 0.03 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1.1__fa1.log b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1.1__fa1.log
similarity index 100%
rename from benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1.1__fa1.log
rename to benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1.1__fa1.log
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1.1__fa1__longctx32768.log b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1.1__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1.1__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1.1__fa1__longctx32768.log
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1.1__hblt0__fa1.log b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1.1__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1.1__hblt0__fa1.log
rename to benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1.1__hblt0__fa1.log
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1.1__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1.1__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1.1__hblt0__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7.1.1__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_amdvlk__fa1.log b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..5b42185
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_amdvlk__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |           pp512 |        862.37 ± 1.02 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |           tg128 |          5.59 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..2ba5783
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        183.43 ± 0.00 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          5.21 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_radv__fa1.log b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_radv__fa1.log
new file mode 100644
index 0000000..9676853
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_radv__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |           pp512 |       585.93 ± 27.57 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |           tg128 |         57.18 ± 0.07 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_radv__fa1__longctx32768.log b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..de517e6
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_radv__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        160.38 ± 0.00 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         38.70 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm-7.2__fa1.log b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm-7.2__fa1.log
new file mode 100644
index 0000000..4b54d27
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm-7.2__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |        548.07 ± 6.87 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         73.66 ± 0.02 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm-7.2__fa1__longctx32768.log b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm-7.2__fa1__longctx32768.log
new file mode 100644
index 0000000..ae41eeb
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm-7.2__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        337.62 ± 3.36 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         52.54 ± 0.01 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm-7.2__hblt0__fa1.log b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm-7.2__hblt0__fa1.log
new file mode 100644
index 0000000..9aea9e3
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm-7.2__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |        546.89 ± 7.03 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         73.57 ± 0.01 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm-7.2__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..9029d6a
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        337.07 ± 4.50 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         52.54 ± 0.01 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm6_4_4__fa1.log b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..872dcfb
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |    0 |           pp512 |      1776.02 ± 15.96 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |    0 |           tg128 |         73.43 ± 0.01 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..409ef11
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        596.09 ± 0.00 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         57.20 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1.log b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1.log
new file mode 100644
index 0000000..a92dd8c
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |    0 |           pp512 |      1777.68 ± 17.27 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |    0 |           tg128 |         73.45 ± 0.01 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..3d98873
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        546.37 ± 0.00 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         57.26 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm7-nightlies__fa1.log b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..e0b5cee
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      1734.91 ± 19.75 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         73.48 ± 0.01 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..e5b1d94
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        557.68 ± 0.88 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         57.80 ± 0.01 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm7-nightlies__hblt0__fa1.log
new file mode 100644
index 0000000..5330505
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm7-nightlies__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      1709.32 ± 28.51 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         73.53 ± 0.00 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm7-nightlies__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..52dd5fe
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        541.93 ± 1.58 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         57.84 ± 0.02 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm7.1.1__fa1.log b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm7.1.1__fa1.log
similarity index 100%
rename from benchmark/results/gpt-oss-20b-mxfp4__rocm7.1.1__fa1.log
rename to benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm7.1.1__fa1.log
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm7.1.1__fa1__longctx32768.log b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm7.1.1__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gpt-oss-20b-mxfp4__rocm7.1.1__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm7.1.1__fa1__longctx32768.log
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm7.1.1__hblt0__fa1.log b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm7.1.1__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/gpt-oss-20b-mxfp4__rocm7.1.1__hblt0__fa1.log
rename to benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm7.1.1__hblt0__fa1.log
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm7.1.1__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm7.1.1__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gpt-oss-20b-mxfp4__rocm7.1.1__hblt0__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__rocm7.1.1__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1.log b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..ca81fc1
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |           pp512 |     1771.72 ± 240.97 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |           tg128 |          7.95 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..a764fdc
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        294.23 ± 0.00 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          7.42 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__vulkan_radv__fa1.log b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__vulkan_radv__fa1.log
new file mode 100644
index 0000000..65dad4f
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__vulkan_radv__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |           pp512 |      1429.10 ± 24.10 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |           tg128 |         80.56 ± 0.18 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__vulkan_radv__fa1__longctx32768.log b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..b18d7b4
--- /dev/null
+++ b/benchmark/results/09-01-2026/gpt-oss-20b-mxfp4__vulkan_radv__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        284.79 ± 0.00 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         56.04 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm-7.2__fa1.log b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm-7.2__fa1.log
new file mode 100644
index 0000000..4834219
--- /dev/null
+++ b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm-7.2__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |        549.23 ± 0.33 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         50.62 ± 0.01 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm-7.2__fa1__longctx32768.log b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm-7.2__fa1__longctx32768.log
new file mode 100644
index 0000000..fa012c7
--- /dev/null
+++ b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm-7.2__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        139.39 ± 0.75 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          5.59 ± 0.00 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm-7.2__hblt0__fa1.log b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm-7.2__hblt0__fa1.log
new file mode 100644
index 0000000..58b1ece
--- /dev/null
+++ b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm-7.2__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |        549.22 ± 0.08 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         50.67 ± 0.01 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm-7.2__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..1f2b6d2
--- /dev/null
+++ b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        137.30 ± 1.39 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          5.60 ± 0.00 |
+
+build: a14b960bc (7816)
diff --git a/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm6_4_4__fa1.log b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..28fa54f
--- /dev/null
+++ b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           pp512 |       1595.85 ± 4.24 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           tg128 |         51.05 ± 0.02 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..eabd52b
--- /dev/null
+++ b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        188.69 ± 0.00 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          6.93 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1.log b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1.log
new file mode 100644
index 0000000..97ed387
--- /dev/null
+++ b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           pp512 |       1599.42 ± 4.42 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           tg128 |         51.06 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..8b942a9
--- /dev/null
+++ b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        187.77 ± 0.00 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          6.93 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm7-nightlies__fa1.log b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..0008484
--- /dev/null
+++ b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           pp512 |        671.91 ± 0.33 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           tg128 |         50.72 ± 0.02 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..724fd52
--- /dev/null
+++ b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        147.45 ± 0.00 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          5.59 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm7-nightlies__hblt0__fa1.log
new file mode 100644
index 0000000..55d9338
--- /dev/null
+++ b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm7-nightlies__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           pp512 |        671.59 ± 0.34 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           tg128 |         50.64 ± 0.01 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm7-nightlies__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..d7a864a
--- /dev/null
+++ b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        145.15 ± 0.00 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          5.59 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm7.1.1__fa1.log b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm7.1.1__fa1.log
similarity index 100%
rename from benchmark/results/llama-2-7b.Q4_0__rocm7.1.1__fa1.log
rename to benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm7.1.1__fa1.log
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm7.1.1__fa1__longctx32768.log b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm7.1.1__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/llama-2-7b.Q4_0__rocm7.1.1__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm7.1.1__fa1__longctx32768.log
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm7.1.1__hblt0__fa1.log b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm7.1.1__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/llama-2-7b.Q4_0__rocm7.1.1__hblt0__fa1.log
rename to benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm7.1.1__hblt0__fa1.log
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm7.1.1__hblt0__fa1__longctx32768.log b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm7.1.1__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/llama-2-7b.Q4_0__rocm7.1.1__hblt0__fa1__longctx32768.log
rename to benchmark/results/09-01-2026/llama-2-7b.Q4_0__rocm7.1.1__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/09-01-2026/llama-2-7b.Q4_0__vulkan_amdvlk__fa1.log b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..7655db3
--- /dev/null
+++ b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__vulkan_amdvlk__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |           pp512 |     1261.90 ± 215.63 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |           tg128 |          6.26 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/llama-2-7b.Q4_0__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..5a169c2
--- /dev/null
+++ b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        104.76 ± 0.00 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          4.00 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/llama-2-7b.Q4_0__vulkan_radv__fa1.log b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__vulkan_radv__fa1.log
new file mode 100644
index 0000000..5548853
--- /dev/null
+++ b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__vulkan_radv__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |           pp512 |       1126.16 ± 2.34 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |           tg128 |         55.42 ± 0.08 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/llama-2-7b.Q4_0__vulkan_radv__fa1__longctx32768.log b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..697ab8d
--- /dev/null
+++ b/benchmark/results/09-01-2026/llama-2-7b.Q4_0__vulkan_radv__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        162.11 ± 0.00 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          8.74 ± 0.00 |
+
+build: 9c142e3a2 (7670)
diff --git a/benchmark/results/09-01-2026/system_info.json b/benchmark/results/09-01-2026/system_info.json
new file mode 100644
index 0000000..d29bc7f
--- /dev/null
+++ b/benchmark/results/09-01-2026/system_info.json
@@ -0,0 +1,6 @@
+{
+    "distro": "Fedora Linux 42 (Workstation Edition)",
+    "kernel": "6.18.3-100.fc42.x86_64",
+    "linux_firmware": "linux-firmware-20251111-1.fc42.noarch",
+    "timestamp": "09 Jan 2026"
+}
\ No newline at end of file
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1.log b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1.log
index 6fe8641..07bbca3 100644
--- a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1.log
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |         66.52 ± 7.27 |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          2.76 ± 0.08 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |         72.93 ± 0.06 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          2.95 ± 0.06 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log
index f2148c0..d3dcb44 100644
--- a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         16.57 ± 0.05 |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          2.08 ± 0.00 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         16.57 ± 0.04 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          2.08 ± 0.01 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log
index 648542a..dc35095 100644
--- a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |         71.47 ± 0.20 |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          2.82 ± 0.07 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |         71.58 ± 0.06 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          2.99 ± 0.01 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
index 2892f38..914ebcc 100644
--- a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         16.47 ± 0.03 |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          2.06 ± 0.02 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         16.48 ± 0.03 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          2.07 ± 0.01 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1.log b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1.log
index 665e557..b4213c1 100644
--- a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1.log
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           pp512 |         81.03 ± 0.03 |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           tg128 |          2.79 ± 0.07 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |         79.51 ± 0.07 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          2.72 ± 0.10 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
index 19a7c47..86f7ce7 100644
--- a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         17.37 ± 0.00 |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          2.15 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         17.57 ± 0.05 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          2.15 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log
index 5b9f63c..2c8897a 100644
--- a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           pp512 |         79.43 ± 0.03 |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           tg128 |          2.80 ± 0.05 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |         79.24 ± 0.10 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          2.67 ± 0.11 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
index 623b913..77126a6 100644
--- a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         17.42 ± 0.00 |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          2.15 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         17.53 ± 0.03 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          2.15 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1.log b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1.log
index a56cbfc..8e9d026 100644
--- a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1.log
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           pp512 |         73.64 ± 0.05 |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           tg128 |          2.74 ± 0.22 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |         78.28 ± 0.06 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          2.98 ± 0.04 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
index d33cd4c..b8f691a 100644
--- a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
@@ -1,18 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-/opt/llama.cpp/ggml/src/ggml-cuda/ggml-cuda.cu:96: ROCm error
-/usr/local/lib64/libggml-base.so.0(+0x35a5) [0x7f1a3468b5a5]
-/usr/local/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f1a3468b96b]
-/usr/local/lib64/libggml-base.so.0(ggml_abort+0x11f) [0x7f1a3468baef]
-/usr/local/lib64/libggml-hip.so.0(+0x2d4e882) [0x7f1a37496882]
-/usr/local/lib64/libggml-hip.so.0(+0x2d53c4e) [0x7f1a3749bc4e]
-/usr/local/lib64/libggml-base.so.0(ggml_backend_sched_synchronize+0x2e) [0x7f1a346a2e5e]
-/usr/local/lib64/libllama.so.0(_ZN13llama_context11synchronizeEv+0x10) [0x7f1a37b75630]
-/usr/local/bin/llama-bench() [0x40ae7c]
-/usr/local/bin/llama-bench() [0x408bd1]
-/lib64/libc.so.6(+0x35b5) [0x7f1a340215b5]
-/lib64/libc.so.6(__libc_start_main+0x88) [0x7f1a34021668]
-/usr/local/bin/llama-bench() [0x409cf5]
-✖ ! [rocm-7alpha] Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__fa1 __longctx32768 failed (exit 0)
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         17.18 ± 0.03 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          2.06 ± 0.02 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
index d353fd9..baf867e 100644
--- a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           pp512 |         72.94 ± 2.79 |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           tg128 |          2.79 ± 0.16 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |           pp512 |         80.59 ± 0.10 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |           tg128 |          2.99 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
index e87a569..108f8a6 100644
--- a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         17.14 ± 0.00 |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          2.07 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         17.27 ± 0.02 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          2.07 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log
index 3690a51..3836dd7 100644
--- a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 |           pp512 |         41.19 ± 7.76 |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 |           tg128 |          1.87 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |           pp512 |         17.65 ± 0.01 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |           tg128 |          3.00 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
index fd57886..b2e6658 100644
--- a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         10.37 ± 0.00 |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          1.26 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |          4.94 ± 0.01 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |          1.69 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_radv__fa1.log b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_radv__fa1.log
index 67ff2d8..aeb25b4 100644
--- a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_radv__fa1.log
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_radv__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 |           pp512 |         47.53 ± 0.02 |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 |           tg128 |          2.96 ± 0.05 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |           pp512 |        54.76 ± 11.46 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |           tg128 |          3.00 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log
index 4b28cb9..31ef62e 100644
--- a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         12.50 ± 0.00 |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          2.27 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |          7.15 ± 0.02 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |          2.27 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7.2__fa1.log b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7.2__fa1.log
new file mode 100644
index 0000000..455d013
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7.2__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |           pp512 |        454.95 ± 1.90 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |           tg128 |         22.26 ± 0.03 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log
new file mode 100644
index 0000000..71489ab
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         94.79 ± 0.56 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         16.48 ± 0.09 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log
new file mode 100644
index 0000000..e9729d2
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |           pp512 |        425.21 ± 1.79 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |           tg128 |         23.41 ± 0.03 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..cd27b5f
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         93.83 ± 0.40 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         16.55 ± 0.01 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__fa1.log b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..d58dab9
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |           pp512 |        407.15 ± 2.05 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |           tg128 |         21.51 ± 0.03 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..aa07720
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        101.09 ± 0.37 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         16.23 ± 0.00 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log
new file mode 100644
index 0000000..f69d3f6
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |           pp512 |        414.23 ± 2.09 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |           tg128 |         23.11 ± 0.03 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..6b8851c
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        100.06 ± 0.38 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         15.97 ± 0.45 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__fa1.log b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..5c3d51b
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |           pp512 |        489.62 ± 3.63 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |           tg128 |         23.40 ± 0.02 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..718fbd4
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         92.48 ± 1.13 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         16.50 ± 0.00 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
new file mode 100644
index 0000000..45c08f7
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |           pp512 |        425.86 ± 2.29 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |           tg128 |         23.41 ± 0.00 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..9bd643e
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         92.06 ± 0.08 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         16.51 ± 0.01 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__vulkan_amdvlk__fa1.log b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..f8630c5
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__vulkan_amdvlk__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |           pp512 |        106.42 ± 0.08 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |           tg128 |         10.87 ± 0.01 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..a025866
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |          6.09 ± 0.00 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |          8.28 ± 0.00 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__vulkan_radv__fa1.log b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__vulkan_radv__fa1.log
new file mode 100644
index 0000000..f2c87cb
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__vulkan_radv__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |           pp512 |        333.10 ± 6.48 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |           tg128 |          9.51 ± 0.01 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..ad53f7f
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |         78.99 ± 0.25 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |          8.13 ± 0.02 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7.2__fa1.log b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7.2__fa1.log
new file mode 100644
index 0000000..01e9227
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7.2__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |           pp512 |        398.34 ± 1.32 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |           tg128 |         35.94 ± 0.00 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7.2__fa1__longctx32768.log b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7.2__fa1__longctx32768.log
new file mode 100644
index 0000000..e85162c
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7.2__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         90.22 ± 4.88 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         22.35 ± 0.04 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7.2__hblt0__fa1.log b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7.2__hblt0__fa1.log
new file mode 100644
index 0000000..da85676
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7.2__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |           pp512 |        398.87 ± 1.21 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |           tg128 |         36.09 ± 0.00 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..40cfc38
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         92.13 ± 0.15 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         21.56 ± 1.34 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__fa1.log b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..a68e922
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |           pp512 |        947.86 ± 2.03 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |           tg128 |         33.77 ± 0.01 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..11651a6
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         84.85 ± 1.04 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         21.89 ± 0.04 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log
new file mode 100644
index 0000000..d44f270
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |           pp512 |        952.84 ± 2.21 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |           tg128 |         35.23 ± 0.01 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..3627139
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         84.01 ± 0.58 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         21.97 ± 0.04 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__fa1.log b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..35840f2
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |           pp512 |        983.72 ± 3.21 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |           tg128 |         36.20 ± 0.00 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..7c3adf6
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         80.32 ± 1.28 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         22.31 ± 0.04 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log
new file mode 100644
index 0000000..3d7dec0
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |           pp512 |        955.10 ± 4.53 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |           tg128 |         36.16 ± 0.01 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
new file mode 100644
index 0000000..8bd5686
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         81.34 ± 1.80 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         22.32 ± 0.04 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_amdvlk__fa1.log b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..5754f88
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_amdvlk__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |           pp512 |        368.78 ± 0.17 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |           tg128 |         40.80 ± 0.01 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..58b0878
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |          6.35 ± 0.00 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |         18.75 ± 0.00 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_radv__fa1.log b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_radv__fa1.log
new file mode 100644
index 0000000..8c3838a
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_radv__fa1.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |           pp512 |        877.18 ± 8.15 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |           tg128 |         40.07 ± 0.78 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..f135b33
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_vulkan: Found 1 Vulkan devices:
+ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |         90.27 ± 0.42 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |         23.07 ± 0.03 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1.log b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1.log
index eb98cfd..e023a01 100644
--- a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1.log
+++ b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |           pp512 |         49.50 ± 0.01 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |           pp512 |         48.83 ± 0.01 |
 | llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |           tg128 |          2.78 ± 0.00 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log
index 6c2824c..94fd676 100644
--- a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log
+++ b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         27.87 ± 0.75 |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          2.42 ± 0.06 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         29.25 ± 0.17 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          2.45 ± 0.02 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log
index 1533579..3a2ff58 100644
--- a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log
+++ b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |           pp512 |         49.27 ± 0.02 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |           pp512 |         49.38 ± 0.03 |
 | llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |           tg128 |          2.79 ± 0.00 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
index c15e681..0c8dbc3 100644
--- a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         28.46 ± 0.36 |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          2.44 ± 0.04 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         29.17 ± 0.18 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          2.46 ± 0.00 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1.log b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1.log
index ce0f9af..238a9e8 100644
--- a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1.log
+++ b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |    0 |           pp512 |        148.26 ± 0.07 |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |    0 |           tg128 |          2.78 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |           pp512 |        146.04 ± 0.21 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |           tg128 |          2.78 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
index 7b5211d..14bad93 100644
--- a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
+++ b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         34.54 ± 0.00 |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          2.46 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         36.22 ± 0.16 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          2.43 ± 0.03 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log
index 44dfe3c..b6f9056 100644
--- a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log
+++ b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |    0 |           pp512 |        147.21 ± 0.14 |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |    0 |           tg128 |          2.78 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |           pp512 |        146.83 ± 0.25 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |           tg128 |          2.78 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
index 035ac3b..0611423 100644
--- a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         34.82 ± 0.00 |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          2.46 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         36.40 ± 0.23 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          2.46 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1.log b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1.log
index c7be012..ac63a96 100644
--- a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1.log
+++ b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |    0 |           pp512 |         67.05 ± 0.01 |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |    0 |           tg128 |          2.79 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |           pp512 |        155.06 ± 0.11 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |           tg128 |          2.79 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
index e74c380..1986253 100644
--- a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
+++ b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         26.90 ± 0.00 |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          2.46 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         38.36 ± 0.61 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          2.46 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
index 05a9c21..b16ded7 100644
--- a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
+++ b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |    0 |           pp512 |         66.64 ± 0.02 |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |    0 |           tg128 |          2.79 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |           pp512 |        151.70 ± 0.21 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |  1 |           tg128 |          2.78 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
index 4a65754..5bd76eb 100644
--- a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         26.86 ± 0.00 |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          2.46 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         38.35 ± 0.67 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          2.46 ± 0.02 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log
index 00c2046..a342daf 100644
--- a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log
+++ b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 |    0 |           pp512 |        100.89 ± 0.24 |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 |    0 |           tg128 |          2.81 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 |           pp512 |         21.74 ± 0.01 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 |           tg128 |          2.81 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
index a1e97ab..23f10da 100644
--- a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
+++ b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         18.12 ± 0.00 |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          2.16 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |          8.35 ± 0.01 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |          2.36 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1.log b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1.log
index 1f40e8f..6907745 100644
--- a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1.log
+++ b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 |    0 |           pp512 |         87.66 ± 0.55 |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 |    0 |           tg128 |          2.78 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 |           pp512 |         99.39 ± 0.58 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 |           tg128 |          2.76 ± 0.04 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log
index 4832afb..36b4c25 100644
--- a/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log
+++ b/benchmark/results/Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         21.96 ± 0.00 |
-| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          2.39 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |         11.79 ± 0.02 |
+| llama 70B Q8_0                 |  75.65 GiB |    70.55 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |          2.44 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__fa1.log b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__fa1.log
index 921c345..df4a892 100644
--- a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__fa1.log
+++ b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |           pp512 |        797.13 ± 2.39 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |           pp512 |        800.17 ± 1.72 |
 | mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |           tg128 |          8.49 ± 0.00 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__fa1__longctx32768.log b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__fa1__longctx32768.log
index 9dfec45..f184a50 100644
--- a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__fa1__longctx32768.log
+++ b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        146.47 ± 5.52 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        169.18 ± 1.16 |
 | mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          7.11 ± 0.00 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__hblt0__fa1.log b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__hblt0__fa1.log
index 0832956..32590b1 100644
--- a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__hblt0__fa1.log
+++ b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__hblt0__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |           pp512 |        803.39 ± 2.22 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |           pp512 |        803.22 ± 2.21 |
 | mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |           tg128 |          8.49 ± 0.00 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__hblt0__fa1__longctx32768.log
index 91e85e1..505df24 100644
--- a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        152.56 ± 6.51 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        170.11 ± 0.81 |
 | mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          7.11 ± 0.00 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__fa1.log b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__fa1.log
index c87eda5..8118e71 100644
--- a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__fa1.log
+++ b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           pp512 |        801.73 ± 2.77 |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           tg128 |          8.49 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |           pp512 |        764.18 ± 1.66 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |           tg128 |          8.48 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__fa1__longctx32768.log
index d252ff5..f3f55d3 100644
--- a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__fa1__longctx32768.log
+++ b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        163.31 ± 0.00 |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          7.10 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        166.22 ± 1.20 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          7.10 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__hblt0__fa1.log b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__hblt0__fa1.log
index 0a3cf91..661b27c 100644
--- a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__hblt0__fa1.log
+++ b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           pp512 |        805.52 ± 3.18 |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           tg128 |          8.48 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |           pp512 |        766.68 ± 1.07 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |           tg128 |          8.48 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__hblt0__fa1__longctx32768.log
index 1f87ce0..6cd94b5 100644
--- a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        164.32 ± 0.00 |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          7.10 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        164.84 ± 1.99 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          7.10 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__fa1.log b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__fa1.log
index b03e29d..1ef3f29 100644
--- a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__fa1.log
+++ b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           pp512 |        798.60 ± 3.84 |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           tg128 |          8.49 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |           pp512 |        990.88 ± 3.15 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |           tg128 |          8.50 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__fa1__longctx32768.log
index 9a0fea9..5b40f9e 100644
--- a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__fa1__longctx32768.log
+++ b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        153.77 ± 0.00 |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          7.10 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        172.42 ± 3.61 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          7.10 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__hblt0__fa1.log
index 09d46a4..545b269 100644
--- a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__hblt0__fa1.log
+++ b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           pp512 |        799.84 ± 4.89 |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           tg128 |          8.49 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |           pp512 |        799.71 ± 2.09 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |           tg128 |          8.49 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__hblt0__fa1__longctx32768.log
index 6ff28f3..5974e95 100644
--- a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        159.82 ± 0.00 |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          7.11 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        170.19 ± 1.69 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          7.10 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__vulkan_amdvlk__fa1.log b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__vulkan_amdvlk__fa1.log
index e5b1efe..3c69e17 100644
--- a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__vulkan_amdvlk__fa1.log
+++ b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__vulkan_amdvlk__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 |           pp512 |       187.83 ± 22.96 |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 |           tg128 |          8.19 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |           pp512 |         19.70 ± 0.00 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |           tg128 |          8.24 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__vulkan_amdvlk__fa1__longctx32768.log
index d2ca7d7..f5ad8c4 100644
--- a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__vulkan_amdvlk__fa1__longctx32768.log
+++ b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__vulkan_amdvlk__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         64.52 ± 0.00 |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          5.69 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |         16.69 ± 0.01 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |          6.41 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__vulkan_radv__fa1.log b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__vulkan_radv__fa1.log
index 784b23b..e04be5a 100644
--- a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__vulkan_radv__fa1.log
+++ b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__vulkan_radv__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 |           pp512 |        195.84 ± 0.06 |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 |           tg128 |          7.56 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |           pp512 |        222.01 ± 0.94 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |           tg128 |          7.59 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__vulkan_radv__fa1__longctx32768.log b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__vulkan_radv__fa1__longctx32768.log
index 5e0335b..d5938e7 100644
--- a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__vulkan_radv__fa1__longctx32768.log
+++ b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__vulkan_radv__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         75.42 ± 0.00 |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          6.23 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |         76.47 ± 0.38 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |          6.39 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__fa1.log b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__fa1.log
index a25472a..2325924 100644
--- a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__fa1.log
+++ b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |           pp512 |        393.57 ± 2.37 |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |           tg128 |         41.69 ± 0.01 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |           pp512 |        393.61 ± 2.94 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |           tg128 |         42.58 ± 0.00 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__fa1__longctx32768.log b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__fa1__longctx32768.log
index 7ccfdf7..47210cf 100644
--- a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__fa1__longctx32768.log
+++ b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        559.16 ± 0.99 |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         39.74 ± 0.02 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        562.85 ± 0.47 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         40.59 ± 0.01 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__hblt0__fa1.log b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__hblt0__fa1.log
index eaea7c6..266236d 100644
--- a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__hblt0__fa1.log
+++ b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__hblt0__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |           pp512 |        389.10 ± 3.02 |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |           tg128 |         41.68 ± 0.00 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |           pp512 |        388.54 ± 2.76 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |           tg128 |         42.61 ± 0.01 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log
index d0ae54b..9c300e9 100644
--- a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        558.52 ± 1.33 |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         39.73 ± 0.02 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        564.71 ± 0.81 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         40.60 ± 0.00 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__fa1.log b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__fa1.log
index 4aa26ac..9da9fbc 100644
--- a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__fa1.log
+++ b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |    0 |           pp512 |       1065.39 ± 1.75 |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |    0 |           tg128 |         41.12 ± 0.02 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |           pp512 |       1026.87 ± 6.06 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |           tg128 |         41.90 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log
index 504249f..6b04e21 100644
--- a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log
+++ b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        823.17 ± 0.00 |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         38.90 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |       1042.36 ± 2.24 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         40.08 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log
index 50abf7d..6463c3e 100644
--- a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log
+++ b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |    0 |           pp512 |       1034.18 ± 3.12 |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |    0 |           tg128 |         41.08 ± 0.01 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |           pp512 |       1027.41 ± 6.28 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |           tg128 |         42.05 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
index fab837f..34cd5ba 100644
--- a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        896.75 ± 0.00 |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         38.88 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |       1038.86 ± 3.17 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         40.04 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__fa1.log b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__fa1.log
index 12cfa4e..34472dc 100644
--- a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__fa1.log
+++ b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |    0 |           pp512 |        567.35 ± 4.92 |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |    0 |           tg128 |         41.67 ± 0.01 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |           pp512 |       1070.15 ± 5.54 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |           tg128 |         42.56 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
index ec34bc3..9a56129 100644
--- a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
+++ b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        660.41 ± 0.00 |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         39.42 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |       908.79 ± 27.38 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         40.91 ± 0.03 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log
index 2433767..eefc5b7 100644
--- a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log
+++ b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |    0 |           pp512 |        560.67 ± 3.15 |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |    0 |           tg128 |         41.63 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |           pp512 |       1038.67 ± 2.82 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |  1 |           tg128 |         42.57 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
index 9e1315b..19b5211 100644
--- a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        663.35 ± 0.00 |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         39.44 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |       821.93 ± 29.40 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         40.92 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_amdvlk__fa1.log b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_amdvlk__fa1.log
index 64ecbc8..21e6010 100644
--- a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_amdvlk__fa1.log
+++ b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_amdvlk__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 |    0 |           pp512 |      1253.52 ± 10.26 |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 |    0 |           tg128 |         47.03 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 |           pp512 |       676.59 ± 50.83 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 |           tg128 |         47.22 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log
index bae8a21..b7d95f1 100644
--- a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log
+++ b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        408.37 ± 0.00 |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         34.93 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |        342.52 ± 0.46 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |         35.25 ± 0.03 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_radv__fa1.log b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_radv__fa1.log
index aa1388b..7ba7684 100644
--- a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_radv__fa1.log
+++ b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_radv__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 |    0 |           pp512 |      1016.39 ± 35.31 |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 |    0 |           tg128 |         46.53 ± 0.03 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 |           pp512 |       951.76 ± 41.03 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 |           tg128 |         46.68 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log
index 4426e2b..c01a4ec 100644
--- a/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log
+++ b/benchmark/results/Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        403.09 ± 0.00 |
-| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         40.91 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |        799.39 ± 0.69 |
+| nemotron_h_moe 31B.A3.5B Q8_0  |  37.66 GiB |    31.58 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |         41.15 ± 0.06 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__fa1.log b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__fa1.log
index 8ce6864..682b041 100644
--- a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__fa1.log
+++ b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |           pp512 |       178.32 ± 26.83 |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |           tg128 |         12.97 ± 0.98 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |           pp512 |        202.36 ± 3.50 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |           tg128 |         15.80 ± 0.00 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__fa1__longctx32768.log b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__fa1__longctx32768.log
index 9777216..9057c7d 100644
--- a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         38.11 ± 0.36 |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          9.90 ± 0.00 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         41.36 ± 0.87 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          9.65 ± 0.30 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__hblt0__fa1.log b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__hblt0__fa1.log
index ce3e316..366d2a3 100644
--- a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__hblt0__fa1.log
+++ b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__hblt0__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |           pp512 |       167.63 ± 28.76 |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |           tg128 |         12.73 ± 0.74 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |           pp512 |        200.10 ± 8.37 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |           tg128 |         16.04 ± 0.06 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__hblt0__fa1__longctx32768.log
index 929e46f..cb8f1d5 100644
--- a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         37.92 ± 0.33 |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          9.78 ± 0.20 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         41.53 ± 0.41 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          9.50 ± 0.75 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__fa1.log b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__fa1.log
index 2d23b75..a353c9d 100644
--- a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__fa1.log
+++ b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |    0 |           pp512 |        206.60 ± 0.55 |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |    0 |           tg128 |         14.93 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |           pp512 |        205.05 ± 3.62 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |           tg128 |         14.98 ± 0.03 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
index a8041b1..e89ce17 100644
--- a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         47.83 ± 0.00 |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          9.71 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         51.11 ± 0.62 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          9.63 ± 0.07 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1.log b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1.log
index 3e46d51..50fa18d 100644
--- a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1.log
+++ b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |    0 |           pp512 |       197.06 ± 14.56 |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |    0 |           tg128 |         15.02 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |           pp512 |        203.41 ± 3.52 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |           tg128 |         15.00 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
index 8658106..e681c9d 100644
--- a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         47.67 ± 0.00 |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          9.70 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         51.19 ± 0.64 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          9.58 ± 0.10 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__fa1.log b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__fa1.log
index d0be143..803ea12 100644
--- a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__fa1.log
+++ b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |    0 |           pp512 |        202.07 ± 3.84 |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |    0 |           tg128 |         16.09 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |           pp512 |        200.04 ± 4.11 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |           tg128 |         16.19 ± 0.09 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
index 6ef3440..7bd5d26 100644
--- a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         38.42 ± 0.00 |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         10.00 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         41.42 ± 0.37 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         10.94 ± 0.42 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
index 7607a8d..291f2c8 100644
--- a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
+++ b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |    0 |           pp512 |       188.66 ± 20.66 |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |    0 |           tg128 |         13.61 ± 1.01 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |           pp512 |       197.48 ± 10.80 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |  1 |           tg128 |         16.20 ± 0.08 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
index 8a32625..a79a619 100644
--- a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         38.43 ± 0.00 |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         10.01 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |         41.60 ± 0.36 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         10.81 ± 0.61 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log
index 74cc3d7..5264d6e 100644
--- a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log
+++ b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 |    0 |           pp512 |        168.14 ± 0.52 |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 |    0 |           tg128 |          2.08 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 |           pp512 |        119.82 ± 3.30 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 |           tg128 |         17.75 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
index e62c799..8ecec15 100644
--- a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         17.62 ± 0.00 |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          1.39 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |         27.41 ± 0.01 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |          3.42 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_radv__fa1.log b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_radv__fa1.log
index 382b3ea..67b83cc 100644
--- a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_radv__fa1.log
+++ b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_radv__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 |    0 |           pp512 |        146.89 ± 0.98 |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 |    0 |           tg128 |         18.09 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 |           pp512 |        133.28 ± 1.45 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 |           tg128 |         15.98 ± 0.25 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log
index 23324eb..7945690 100644
--- a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         22.66 ± 0.00 |
-| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          6.52 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |         30.79 ± 0.06 |
+| qwen3moe 235B.A22B Q3_K - Medium |  96.99 GiB |   235.09 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |          6.50 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__fa1.log b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__fa1.log
index 3aa8493..f8f2cd5 100644
--- a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__fa1.log
+++ b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |       484.09 ± 10.61 |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         27.12 ± 0.16 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |        489.11 ± 2.88 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         27.18 ± 0.16 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log
index 4f16aaf..c30a4c0 100644
--- a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        162.38 ± 4.20 |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         18.71 ± 1.16 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        214.97 ± 1.13 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         18.57 ± 1.40 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log
index 50fd7e6..3f8e597 100644
--- a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log
+++ b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |        492.54 ± 2.48 |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         27.09 ± 0.01 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |        492.32 ± 2.55 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         27.23 ± 0.02 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
index 3bcfa1d..23b0efd 100644
--- a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        161.72 ± 4.90 |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         19.36 ± 0.00 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        207.64 ± 0.55 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         18.84 ± 0.97 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1.log b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1.log
index 96acea1..4bf79a0 100644
--- a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1.log
+++ b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |        576.12 ± 2.09 |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         26.83 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |        576.03 ± 3.01 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         26.12 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
index c06be6a..d1e5d2a 100644
--- a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        254.34 ± 0.00 |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         19.13 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        249.94 ± 1.13 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         19.18 ± 0.33 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log
index 7809d51..3d12444 100644
--- a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log
+++ b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |        585.67 ± 2.54 |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         26.83 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |        569.42 ± 8.52 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         27.07 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
index b898478..fedbfed 100644
--- a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        244.89 ± 0.00 |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         19.18 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        250.24 ± 0.88 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         18.77 ± 0.98 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1.log b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1.log
index 050cd71..a6ca809 100644
--- a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1.log
+++ b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |        492.51 ± 1.28 |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         27.04 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |        512.10 ± 4.69 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         27.27 ± 0.04 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
index 80b86d3..c1c2630 100644
--- a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        203.91 ± 0.00 |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         19.28 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        216.18 ± 0.74 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         19.71 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
index acf2f5f..7e6c7c6 100644
--- a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
+++ b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |        494.46 ± 2.69 |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         27.13 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |        493.72 ± 3.45 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         27.32 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
index 736f285..aec4b8d 100644
--- a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        173.11 ± 0.00 |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         19.24 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        209.02 ± 0.16 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         19.67 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1.log b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1.log
index 5c4f9fe..4f9d7a2 100644
--- a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1.log
+++ b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           pp512 |        424.44 ± 1.61 |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           tg128 |         10.62 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |           pp512 |        168.95 ± 7.69 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |           tg128 |         10.62 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
index 3d61772..69c594e 100644
--- a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         65.51 ± 0.00 |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          8.05 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |         75.04 ± 0.02 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |          8.68 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_radv__fa1.log b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_radv__fa1.log
index 33f57b0..e9a9b4f 100644
--- a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_radv__fa1.log
+++ b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_radv__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           pp512 |        364.62 ± 2.62 |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           tg128 |          9.49 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |           pp512 |        351.97 ± 2.56 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |           tg128 |          9.42 ± 0.21 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log
index 9b6a21f..e5c1a75 100644
--- a/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-30B-A3B-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         93.65 ± 0.00 |
-| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          8.14 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |        127.67 ± 0.45 |
+| qwen3moe 30B.A3B BF16          |  56.89 GiB |    30.53 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |          8.31 ± 0.02 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__fa1.log b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__fa1.log
index a326a57..0dd1297 100644
--- a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__fa1.log
+++ b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |        813.78 ± 5.52 |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         58.57 ± 0.01 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |        815.37 ± 5.82 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         58.54 ± 0.01 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__fa1__longctx32768.log b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__fa1__longctx32768.log
index a38fcee..cef8f0a 100644
--- a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        154.84 ± 3.34 |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         31.32 ± 0.02 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        170.56 ± 4.38 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         31.30 ± 0.03 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__hblt0__fa1.log b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__hblt0__fa1.log
index dba8fa9..c248812 100644
--- a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__hblt0__fa1.log
+++ b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__hblt0__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |       789.10 ± 47.98 |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         58.51 ± 0.01 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |        811.39 ± 6.56 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         58.57 ± 0.01 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log
index 49dce2c..d87028a 100644
--- a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        155.23 ± 3.28 |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         31.27 ± 0.01 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        171.54 ± 4.45 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         31.29 ± 0.01 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__fa1.log b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__fa1.log
index 6b3826e..73135a6 100644
--- a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__fa1.log
+++ b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |      1073.10 ± 11.76 |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         57.78 ± 0.02 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      1078.99 ± 11.01 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         56.45 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__fa1__longctx32768.log
index c8a6856..0fa6c28 100644
--- a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        206.02 ± 0.00 |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         31.04 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        217.17 ± 8.71 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         30.94 ± 0.02 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__hblt0__fa1.log b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__hblt0__fa1.log
index 3e19bb9..e4c7e21 100644
--- a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__hblt0__fa1.log
+++ b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |      1075.09 ± 15.15 |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         57.72 ± 0.02 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      1080.52 ± 10.73 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         57.49 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
index d3cb0bc..bb64b06 100644
--- a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        204.43 ± 0.00 |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         31.02 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        218.42 ± 7.66 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         30.96 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__fa1.log b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__fa1.log
index efb6752..75d0678 100644
--- a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__fa1.log
+++ b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |       904.96 ± 12.42 |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         58.50 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      1056.78 ± 36.08 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         59.15 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__fa1__longctx32768.log
index 1446b4a..fef8ac0 100644
--- a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        158.93 ± 0.00 |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         31.07 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        175.40 ± 4.11 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         31.98 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__hblt0__fa1.log
index 2b1dc75..e795bb5 100644
--- a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__hblt0__fa1.log
+++ b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |        906.79 ± 8.48 |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         58.55 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      1039.16 ± 53.94 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         59.16 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
index 6e97883..cacca70 100644
--- a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        158.87 ± 0.00 |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         31.05 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        174.67 ± 4.22 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         31.98 ± 0.02 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_amdvlk__fa1.log b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_amdvlk__fa1.log
index 01df500..3e8cb37 100644
--- a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_amdvlk__fa1.log
+++ b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_amdvlk__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           pp512 |       1180.84 ± 8.60 |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           tg128 |         66.24 ± 0.04 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 |           pp512 |       823.08 ± 48.00 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 |           tg128 |         66.14 ± 0.02 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_amdvlk__fa1__longctx32768.log
index 00d42b3..7e07c93 100644
--- a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_amdvlk__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_amdvlk__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         71.45 ± 0.00 |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         21.82 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |        112.99 ± 0.13 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |         27.35 ± 0.07 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_radv__fa1.log b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_radv__fa1.log
index 7e7199a..9fd3aa4 100644
--- a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_radv__fa1.log
+++ b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_radv__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           pp512 |       1046.73 ± 6.25 |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           tg128 |         68.71 ± 0.14 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 |           pp512 |      1064.73 ± 70.49 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 |           tg128 |         68.93 ± 0.04 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_radv__fa1__longctx32768.log b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_radv__fa1__longctx32768.log
index edb34ce..f189e87 100644
--- a/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_radv__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__vulkan_radv__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        109.86 ± 0.00 |
-| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         30.94 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |        152.30 ± 3.42 |
+| qwen3moe 30B.A3B Q6_K          |  24.53 GiB |    30.53 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |         34.18 ± 0.04 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__fa1.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__fa1.log
index 06add3d..33abf49 100644
--- a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__fa1.log
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |       1207.32 ± 7.42 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         71.51 ± 0.01 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |       1209.23 ± 7.46 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         71.48 ± 0.01 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__fa1__longctx32768.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__fa1__longctx32768.log
index 3022aa0..1e0bd42 100644
--- a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        161.97 ± 3.98 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         34.41 ± 0.01 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        177.01 ± 5.01 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         34.40 ± 0.01 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__hblt0__fa1.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__hblt0__fa1.log
index 101bd0a..3c417e5 100644
--- a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__hblt0__fa1.log
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__hblt0__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |     1096.05 ± 129.46 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         71.57 ± 0.01 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |       1207.91 ± 9.78 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         71.48 ± 0.01 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__hblt0__fa1__longctx32768.log
index 54589c8..d871650 100644
--- a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        160.95 ± 3.41 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        175.56 ± 3.86 |
 | qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         34.37 ± 0.01 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__fa1.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__fa1.log
index a7ccbd8..22e9a0f 100644
--- a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__fa1.log
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |       1240.19 ± 1.93 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         69.06 ± 0.02 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |       1263.87 ± 7.23 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         68.78 ± 0.02 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__fa1__longctx32768.log
index 4178bdc..0afdf48 100644
--- a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        286.57 ± 0.00 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         33.33 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        222.20 ± 8.55 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         33.48 ± 0.02 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1.log
index 096ba0e..5e79f7a 100644
--- a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1.log
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |      1246.06 ± 12.57 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         68.95 ± 0.01 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |       1260.69 ± 6.89 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         68.94 ± 0.02 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1__longctx32768.log
index ae4c172..a96e13b 100644
--- a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        211.86 ± 0.00 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         33.37 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        222.34 ± 7.55 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         33.52 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__fa1.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__fa1.log
index 1f7c7dd..3b0cc22 100644
--- a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__fa1.log
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |       1225.75 ± 5.62 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         71.54 ± 0.01 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      1241.85 ± 15.18 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         72.57 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__fa1__longctx32768.log
index ac7f41b..5027639 100644
--- a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        163.98 ± 0.00 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         34.13 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        176.98 ± 4.28 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         35.43 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__hblt0__fa1.log
index 243d803..70fc750 100644
--- a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__hblt0__fa1.log
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |      1228.38 ± 14.75 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         71.53 ± 0.03 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           pp512 |      1229.55 ± 20.23 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |           tg128 |         72.45 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__hblt0__fa1__longctx32768.log
index 097c8cf..0b7f117 100644
--- a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        165.67 ± 0.00 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         34.01 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        176.47 ± 4.18 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         35.44 ± 0.02 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_amdvlk__fa1.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_amdvlk__fa1.log
index df1dc18..f27f9db 100644
--- a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_amdvlk__fa1.log
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_amdvlk__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           pp512 |     1072.21 ± 149.58 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           tg128 |          1.52 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |           pp512 |       846.24 ± 47.60 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |           tg128 |         86.32 ± 0.04 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_amdvlk__fa1__longctx32768.log
index 8a11d0b..c8693bb 100644
--- a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_amdvlk__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_amdvlk__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         71.87 ± 0.00 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          1.45 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |        114.18 ± 0.07 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |         30.07 ± 0.04 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_radv__fa1.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_radv__fa1.log
index 2539f39..4e7288a 100644
--- a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_radv__fa1.log
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_radv__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           pp512 |      1075.31 ± 42.44 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           tg128 |         86.69 ± 0.11 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |           pp512 |       1005.90 ± 6.10 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |           tg128 |         79.55 ± 6.96 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_radv__fa1__longctx32768.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_radv__fa1__longctx32768.log
index 6079ff7..15abf33 100644
--- a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_radv__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_radv__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        111.06 ± 0.00 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         33.81 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |        153.83 ± 3.76 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |         37.44 ± 0.05 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1.log
index fd2dcb3..f5ae063 100644
--- a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1.log
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        211.96 ± 2.48 |
-| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         28.74 ± 0.49 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        193.67 ± 2.12 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         28.98 ± 0.01 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log
index e9297f0..d5132fd 100644
--- a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        239.82 ± 0.51 |
-| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         24.76 ± 1.87 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        217.45 ± 0.19 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         23.87 ± 3.54 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log
index fe3532d..d64554b 100644
--- a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        262.57 ± 3.77 |
-| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         28.94 ± 0.05 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        263.91 ± 3.82 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         28.97 ± 0.00 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
index d6b3f2b..206af26 100644
--- a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        295.41 ± 0.37 |
-| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         23.85 ± 3.58 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        296.64 ± 0.50 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         23.44 ± 4.28 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1.log
index 1e7106e..a915bc9 100644
--- a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1.log
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |  1 |    0 |           pp512 |        587.41 ± 3.59 |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |  1 |    0 |           tg128 |         28.12 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        592.54 ± 4.38 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         27.45 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
index f0ae3e2..99b98d0 100644
--- a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        421.06 ± 0.00 |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         25.55 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        449.68 ± 1.06 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         25.10 ± 0.02 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log
index 41593f2..3d76bbf 100644
--- a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |  1 |    0 |           pp512 |        610.91 ± 4.82 |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |  1 |    0 |           tg128 |         28.22 ± 0.01 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        592.83 ± 4.39 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         27.75 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
index 27251b7..c1c013e 100644
--- a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        432.47 ± 0.00 |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         25.56 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        448.82 ± 1.02 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         25.07 ± 0.35 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1.log
index 0b88bef..b89bb7b 100644
--- a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1.log
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |  1 |    0 |           pp512 |        354.31 ± 5.52 |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |  1 |    0 |           tg128 |         29.40 ± 0.01 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        282.60 ± 2.04 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         28.89 ± 0.20 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
index 2b3ed00..5d5c0db 100644
--- a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        327.85 ± 0.00 |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         26.06 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        238.71 ± 0.62 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         23.93 ± 4.11 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
index 3ea4bf5..b8878a5 100644
--- a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |  1 |    0 |           pp512 |        364.74 ± 5.05 |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |  1 |    0 |           tg128 |         29.38 ± 0.01 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |  1 |           pp512 |        590.03 ± 3.05 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |  1 |           tg128 |         28.73 ± 0.52 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
index f3c68f2..be1cd00 100644
--- a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        340.53 ± 0.00 |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         26.05 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        413.78 ± 0.61 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         23.54 ± 3.30 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log
index c0635f7..35f7add 100644
--- a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | Vulkan     |  99 |  1 |    0 |           pp512 |        634.07 ± 4.20 |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | Vulkan     |  99 |  1 |    0 |           tg128 |         33.94 ± 0.02 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | Vulkan     |  99 |  1 |           pp512 |        426.39 ± 3.26 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | Vulkan     |  99 |  1 |           tg128 |         31.84 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
index 9e31a3e..9ed3aa4 100644
--- a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        121.89 ± 0.00 |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         22.94 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |        228.41 ± 1.50 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |         22.47 ± 0.04 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1.log
index a95a432..19a2fa7 100644
--- a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1.log
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | Vulkan     |  99 |  1 |    0 |           pp512 |       538.47 ± 29.53 |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | Vulkan     |  99 |  1 |    0 |           tg128 |         31.56 ± 0.11 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | Vulkan     |  99 |  1 |           pp512 |       509.22 ± 20.34 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | Vulkan     |  99 |  1 |           tg128 |         29.92 ± 0.05 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log
index c355291..faa295c 100644
--- a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        211.76 ± 0.00 |
-| qwen3next 80B.A3B Q8_0         |  79.57 GiB |    79.67 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         27.44 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |       370.94 ± 32.12 |
+| qwen3next 80B.A3B Q8_0         |  86.68 GiB |    79.67 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |         26.00 ± 0.20 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__fa1.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__fa1.log
index a2749f2..a9d4fa7 100644
--- a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__fa1.log
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |        323.22 ± 0.21 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |        323.33 ± 0.27 |
 | gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         14.24 ± 0.00 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__fa1__longctx32768.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__fa1__longctx32768.log
index 9f14bc9..ee21601 100644
--- a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        231.95 ± 3.74 |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         11.66 ± 0.00 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        232.79 ± 5.34 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         11.65 ± 0.00 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__hblt0__fa1.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__hblt0__fa1.log
index 5cc6d4b..9ed3a0f 100644
--- a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__hblt0__fa1.log
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__hblt0__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |        324.04 ± 0.14 |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         14.25 ± 0.00 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |        324.44 ± 0.31 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         14.24 ± 0.00 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log
index d9d363a..45ba7e6 100644
--- a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        230.54 ± 3.36 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        229.19 ± 6.79 |
 | gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         11.66 ± 0.00 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1.log
index ca8d844..86e7334 100644
--- a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1.log
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |    0 |           pp512 |        931.79 ± 1.30 |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |    0 |           tg128 |         14.20 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |        936.69 ± 1.33 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         14.23 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log
index f18870e..9364a43 100644
--- a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        247.33 ± 0.00 |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         11.61 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        258.34 ± 1.81 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         11.63 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log
index 7f55d20..2eda1f4 100644
--- a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |    0 |           pp512 |        936.67 ± 1.30 |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |    0 |           tg128 |         14.20 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |        935.37 ± 1.09 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         14.20 ± 0.02 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
index 3566962..5f3c340 100644
--- a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        259.06 ± 0.00 |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         11.63 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        261.44 ± 5.27 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         11.62 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__fa1.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__fa1.log
index c78e668..fb87a4a 100644
--- a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__fa1.log
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |    0 |           pp512 |        428.84 ± 1.18 |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |    0 |           tg128 |         14.24 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |        943.63 ± 1.62 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         14.25 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
index 5337922..14934cf 100644
--- a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        275.24 ± 0.00 |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         11.63 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |       396.59 ± 26.74 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         11.65 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log
index 7e1d970..ba60108 100644
--- a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |    0 |           pp512 |        431.06 ± 0.61 |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |    0 |           tg128 |         14.24 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           pp512 |        942.52 ± 1.34 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |  1 |           tg128 |         14.25 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
index 989d957..878aaa3 100644
--- a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        283.40 ± 0.00 |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         11.63 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        376.68 ± 9.34 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         11.65 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1.log
index 1c332ff..55932ee 100644
--- a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1.log
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |    0 |           pp512 |       602.68 ± 80.42 |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |    0 |           tg128 |         14.56 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |           pp512 |        125.50 ± 0.06 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |           tg128 |         14.45 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log
index aa3f7c3..41a43d8 100644
--- a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         21.40 ± 0.00 |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         11.97 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |        111.11 ± 0.04 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |         11.40 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_radv__fa1.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_radv__fa1.log
index 8bb191e..edac157 100644
--- a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_radv__fa1.log
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_radv__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |    0 |           pp512 |        548.18 ± 1.59 |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |    0 |           tg128 |         13.94 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |           pp512 |        687.05 ± 0.75 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |           tg128 |         14.14 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log
index 7cec059..24d4dab 100644
--- a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        231.70 ± 0.00 |
-| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         10.11 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |       376.92 ± 18.46 |
+| gemma3 12B Q8_0                |  13.40 GiB |    11.77 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |         11.72 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__fa1.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__fa1.log
index e6e1d62..1ff6f83 100644
--- a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__fa1.log
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |        430.73 ± 1.02 |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          3.86 ± 0.00 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |        463.92 ± 1.19 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          4.02 ± 0.00 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log
index f7bcf1c..b36f842 100644
--- a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        193.46 ± 0.50 |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          3.69 ± 0.01 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        191.32 ± 3.30 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          3.68 ± 0.11 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log
index 02273a2..c643303 100644
--- a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |        525.55 ± 1.67 |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          4.00 ± 0.00 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |        528.00 ± 0.44 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          4.02 ± 0.00 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
index 76656be..cc34693 100644
--- a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        202.49 ± 3.52 |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          3.72 ± 0.02 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        201.67 ± 1.78 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          3.74 ± 0.00 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__fa1.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__fa1.log
index 24ad07c..00bcee5 100644
--- a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__fa1.log
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |    0 |           pp512 |        472.15 ± 0.56 |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |    0 |           tg128 |          4.00 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |        508.08 ± 0.85 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          4.00 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
index a72de4d..12a07a9 100644
--- a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        188.56 ± 0.00 |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          3.72 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        222.44 ± 2.25 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          3.72 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log
index 302fb73..97f96ee 100644
--- a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |    0 |           pp512 |        531.41 ± 1.00 |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |    0 |           tg128 |          4.00 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |        508.48 ± 0.88 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          4.00 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
index d754100..93404ec 100644
--- a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        214.27 ± 0.00 |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          3.72 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        220.03 ± 0.98 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          3.72 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__fa1.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__fa1.log
index 1c6842e..d8498c8 100644
--- a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__fa1.log
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |    0 |           pp512 |        470.21 ± 1.24 |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |    0 |           tg128 |          4.01 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |        549.57 ± 2.42 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          4.02 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
index c14e74b..08d310a 100644
--- a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        179.14 ± 0.00 |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          3.73 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        215.98 ± 0.94 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          3.73 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
index efdae4b..59af47c 100644
--- a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |    0 |           pp512 |        526.32 ± 1.23 |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |    0 |           tg128 |          4.02 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           pp512 |        529.01 ± 0.98 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |  1 |           tg128 |          4.02 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
index a4539a4..359ca8d 100644
--- a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        193.22 ± 0.00 |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          3.73 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        204.92 ± 2.92 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          3.73 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__vulkan_amdvlk__fa1.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__vulkan_amdvlk__fa1.log
index ef8b29d..db92211 100644
--- a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__vulkan_amdvlk__fa1.log
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__vulkan_amdvlk__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |    0 |           pp512 |       111.81 ± 20.34 |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |    0 |           tg128 |          3.85 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |           pp512 |          9.32 ± 0.00 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |           tg128 |          3.87 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
index e6b8559..7a34429 100644
--- a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         73.77 ± 0.00 |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          3.40 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |          9.20 ± 0.00 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |          3.60 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__vulkan_radv__fa1.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__vulkan_radv__fa1.log
index e1a2ff4..858bf96 100644
--- a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__vulkan_radv__fa1.log
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__vulkan_radv__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |    0 |           pp512 |        107.40 ± 0.65 |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |    0 |           tg128 |          3.92 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |           pp512 |        123.07 ± 0.27 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |           tg128 |          3.92 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log
index f1e6c00..767256d 100644
--- a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         64.09 ± 0.00 |
-| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          3.67 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |         82.96 ± 0.72 |
+| gemma3 27B BF16                |  50.31 GiB |    27.01 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |          3.66 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__fa1.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__fa1.log
index 83da529..c50aeb9 100644
--- a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__fa1.log
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |      2858.32 ± 17.99 |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |         84.57 ± 0.01 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |      2870.77 ± 12.89 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |         84.57 ± 0.03 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__fa1__longctx32768.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__fa1__longctx32768.log
index 5def9e8..861d2dd 100644
--- a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |      1182.57 ± 31.53 |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         61.59 ± 0.02 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |      1639.03 ± 15.14 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         61.51 ± 0.01 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__hblt0__fa1.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__hblt0__fa1.log
index 455b875..7ec3e36 100644
--- a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__hblt0__fa1.log
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__hblt0__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |     2679.11 ± 228.92 |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |         70.08 ± 4.20 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |      2807.93 ± 16.33 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |         84.66 ± 0.03 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__hblt0__fa1__longctx32768.log
index ebaaee2..aba12ed 100644
--- a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |      1138.90 ± 19.11 |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         61.59 ± 0.04 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |      1262.15 ± 24.34 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         61.54 ± 0.04 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4__fa1.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4__fa1.log
index c102746..6b110c7 100644
--- a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4__fa1.log
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |    0 |           pp512 |       2884.56 ± 5.24 |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |    0 |           tg128 |         80.80 ± 0.03 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |       2891.85 ± 2.60 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |         82.18 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4__fa1__longctx32768.log
index eeeb59c..71df791 100644
--- a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |       1446.85 ± 0.00 |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         59.42 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |      1600.62 ± 30.98 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         60.21 ± 0.11 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4__hblt0__fa1.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4__hblt0__fa1.log
index 2a53d30..98f27b4 100644
--- a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4__hblt0__fa1.log
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |    0 |           pp512 |       2874.72 ± 3.55 |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |    0 |           tg128 |         80.97 ± 0.01 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |       2893.75 ± 3.92 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |         82.15 ± 0.02 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4__hblt0__fa1__longctx32768.log
index a78c350..d1578cd 100644
--- a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |       1258.46 ± 0.00 |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         59.59 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |      1419.18 ± 40.21 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         60.24 ± 0.11 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__fa1.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__fa1.log
index e5cb703..fe1a281 100644
--- a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__fa1.log
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |    0 |           pp512 |      2829.05 ± 14.01 |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |    0 |           tg128 |         82.17 ± 4.20 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |      2805.65 ± 13.25 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |         85.35 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__fa1__longctx32768.log
index 421c142..ef479c4 100644
--- a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |       1118.35 ± 0.00 |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         61.04 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |      1215.66 ± 10.33 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         62.02 ± 0.03 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__hblt0__fa1.log
index e8c43cb..da4aac2 100644
--- a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__hblt0__fa1.log
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |    0 |           pp512 |      2843.10 ± 21.02 |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |    0 |           tg128 |         84.76 ± 0.02 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           pp512 |      2800.57 ± 47.75 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |  1 |           tg128 |         85.47 ± 0.02 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__hblt0__fa1__longctx32768.log
index 143a699..e240976 100644
--- a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |       1123.24 ± 0.00 |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         61.04 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |      1214.20 ± 13.26 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         62.03 ± 0.03 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__vulkan_amdvlk__fa1.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__vulkan_amdvlk__fa1.log
index 6dcd777..6ebe735 100644
--- a/benchmark/results/gemma-3-4b-it-Q3_K_S__vulkan_amdvlk__fa1.log
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__vulkan_amdvlk__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |    0 |           pp512 |     1514.96 ± 340.21 |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |    0 |           tg128 |         81.61 ± 2.29 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |           pp512 |        657.19 ± 0.41 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |           tg128 |         86.55 ± 0.10 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__vulkan_amdvlk__fa1__longctx32768.log
index a3d57b9..404a158 100644
--- a/benchmark/results/gemma-3-4b-it-Q3_K_S__vulkan_amdvlk__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__vulkan_amdvlk__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        188.74 ± 0.00 |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         66.83 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |        493.70 ± 0.98 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |         58.57 ± 0.11 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__vulkan_radv__fa1.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__vulkan_radv__fa1.log
index ac9a8fa..0537089 100644
--- a/benchmark/results/gemma-3-4b-it-Q3_K_S__vulkan_radv__fa1.log
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__vulkan_radv__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |    0 |           pp512 |     1235.50 ± 244.41 |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |    0 |           tg128 |         81.02 ± 2.09 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |           pp512 |     1977.82 ± 204.87 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |           tg128 |         91.09 ± 3.96 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__vulkan_radv__fa1__longctx32768.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__vulkan_radv__fa1__longctx32768.log
index 56ae086..e118216 100644
--- a/benchmark/results/gemma-3-4b-it-Q3_K_S__vulkan_radv__fa1__longctx32768.log
+++ b/benchmark/results/gemma-3-4b-it-Q3_K_S__vulkan_radv__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        694.43 ± 0.00 |
-| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         49.80 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |      1149.92 ± 30.21 |
+| gemma3 4B Q3_K - Small         |   1.80 GiB |     3.88 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |         67.86 ± 0.22 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__fa1.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__fa1.log
index 2299f09..f098ce7 100644
--- a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__fa1.log
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           pp512 |        181.34 ± 1.51 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           tg128 |         52.25 ± 0.01 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           pp512 |        181.09 ± 1.36 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           tg128 |         51.77 ± 0.73 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__fa1__longctx32768.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__fa1__longctx32768.log
index 6275774..0d8b56a 100644
--- a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__fa1__longctx32768.log
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        217.76 ± 0.23 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         36.60 ± 0.02 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        217.33 ± 0.32 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         36.51 ± 0.01 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__hblt0__fa1.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__hblt0__fa1.log
index c90c1af..d6ccfa5 100644
--- a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__hblt0__fa1.log
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__hblt0__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           pp512 |        181.33 ± 1.42 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           tg128 |         52.27 ± 0.01 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           pp512 |        181.23 ± 1.39 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           tg128 |         52.06 ± 0.01 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__hblt0__fa1__longctx32768.log
index c7a144b..9bfd24d 100644
--- a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        215.89 ± 4.16 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         36.64 ± 0.02 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        218.30 ± 0.10 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         34.08 ± 4.33 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1.log
index 3553f04..a05b582 100644
--- a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1.log
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |    0 |           pp512 |        683.09 ± 7.89 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |    0 |           tg128 |         51.50 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           pp512 |        681.58 ± 4.94 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           tg128 |         50.85 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
index 64eaca1..5948f34 100644
--- a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        334.72 ± 0.00 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         40.07 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |       396.76 ± 35.92 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         40.13 ± 0.05 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1.log
index 78c2f6b..abd20b5 100644
--- a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1.log
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |    0 |           pp512 |        684.21 ± 8.30 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |    0 |           tg128 |         51.99 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           pp512 |        678.97 ± 4.29 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           tg128 |         51.88 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
index 6b62e44..e3aae6c 100644
--- a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        333.73 ± 0.00 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         40.14 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |       400.64 ± 35.51 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         37.97 ± 3.34 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__fa1.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__fa1.log
index a0cb708..5365be2 100644
--- a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__fa1.log
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           pp512 |        674.34 ± 3.87 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           tg128 |         52.10 ± 0.00 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           pp512 |       649.28 ± 39.54 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           tg128 |         52.00 ± 0.00 |
 
 build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
index 5cd16ba..c611dc9 100644
--- a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        352.35 ± 0.56 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         40.44 ± 0.01 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        259.94 ± 5.81 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         40.30 ± 0.03 |
 
 build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
index 8898523..83fdee3 100644
--- a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           pp512 |        679.62 ± 5.41 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           tg128 |         52.11 ± 0.00 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           pp512 |       666.65 ± 12.50 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |           tg128 |         52.05 ± 0.00 |
 
 build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
index 75ba15a..420ec5d 100644
--- a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        352.62 ± 1.18 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         40.46 ± 0.03 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        261.35 ± 6.47 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         40.36 ± 0.01 |
 
 build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_amdvlk__fa1.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_amdvlk__fa1.log
index 5b42185..4e6b4ce 100644
--- a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_amdvlk__fa1.log
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_amdvlk__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |           pp512 |        862.37 ± 1.02 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |           tg128 |          5.59 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |           pp512 |       643.04 ± 39.69 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |           tg128 |         54.00 ± 0.04 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
index 2ba5783..394417c 100644
--- a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        183.43 ± 0.00 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          5.21 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |        195.45 ± 2.65 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |         37.02 ± 0.03 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_radv__fa1.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_radv__fa1.log
index 9676853..40087c2 100644
--- a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_radv__fa1.log
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_radv__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |           pp512 |       585.93 ± 27.57 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |           tg128 |         57.18 ± 0.07 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |           pp512 |        597.02 ± 9.82 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |           tg128 |         57.38 ± 0.04 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_radv__fa1__longctx32768.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_radv__fa1__longctx32768.log
index de517e6..e8acd38 100644
--- a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_radv__fa1__longctx32768.log
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_radv__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        160.38 ± 0.00 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         38.70 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |        278.37 ± 7.19 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |         42.78 ± 0.09 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.2__fa1.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.2__fa1.log
index 4b54d27..78c56b0 100644
--- a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.2__fa1.log
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.2__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |        548.07 ± 6.87 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         73.66 ± 0.02 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |        547.85 ± 6.58 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         73.52 ± 0.01 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.2__fa1__longctx32768.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.2__fa1__longctx32768.log
index ae41eeb..e4ebb3b 100644
--- a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.2__fa1__longctx32768.log
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.2__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        337.62 ± 3.36 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         52.54 ± 0.01 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        402.32 ± 0.67 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         52.50 ± 0.02 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.2__hblt0__fa1.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.2__hblt0__fa1.log
index 9aea9e3..bb60d45 100644
--- a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.2__hblt0__fa1.log
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.2__hblt0__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |        546.89 ± 7.03 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         73.57 ± 0.01 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |        546.41 ± 6.71 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         73.52 ± 0.02 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.2__hblt0__fa1__longctx32768.log
index 9029d6a..f06a549 100644
--- a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.2__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        337.07 ± 4.50 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         52.54 ± 0.01 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        402.65 ± 1.50 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         52.58 ± 0.02 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__fa1.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__fa1.log
index 872dcfb..77a4b05 100644
--- a/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__fa1.log
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |    0 |           pp512 |      1776.02 ± 15.96 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |    0 |           tg128 |         73.43 ± 0.01 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      1779.88 ± 16.15 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         73.26 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__fa1__longctx32768.log
index 409ef11..7323d53 100644
--- a/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__fa1__longctx32768.log
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        596.09 ± 0.00 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         57.20 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        583.30 ± 9.18 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         57.85 ± 0.02 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1.log
index a92dd8c..537f920 100644
--- a/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1.log
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |    0 |           pp512 |      1777.68 ± 17.27 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |    0 |           tg128 |         73.45 ± 0.01 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      1785.44 ± 15.68 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         73.22 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1__longctx32768.log
index 3d98873..9599307 100644
--- a/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        546.37 ± 0.00 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         57.26 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |       600.15 ± 13.61 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         57.78 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm7-nightlies__fa1.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm7-nightlies__fa1.log
index e0b5cee..adb683c 100644
--- a/benchmark/results/gpt-oss-20b-mxfp4__rocm7-nightlies__fa1.log
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm7-nightlies__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      1734.91 ± 19.75 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         73.48 ± 0.01 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      1742.62 ± 12.05 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         73.51 ± 0.01 |
 
 build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm7-nightlies__fa1__longctx32768.log
index e5b1d94..46f28e1 100644
--- a/benchmark/results/gpt-oss-20b-mxfp4__rocm7-nightlies__fa1__longctx32768.log
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm7-nightlies__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        557.68 ± 0.88 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         57.80 ± 0.01 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        428.95 ± 5.63 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         57.82 ± 0.02 |
 
 build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm7-nightlies__hblt0__fa1.log
index 5330505..c06bd1f 100644
--- a/benchmark/results/gpt-oss-20b-mxfp4__rocm7-nightlies__hblt0__fa1.log
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm7-nightlies__hblt0__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |      1709.32 ± 28.51 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           pp512 |       1730.96 ± 9.70 |
 | gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |           tg128 |         73.53 ± 0.00 |
 
 build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm7-nightlies__hblt0__fa1__longctx32768.log
index 52dd5fe..e0f62d9 100644
--- a/benchmark/results/gpt-oss-20b-mxfp4__rocm7-nightlies__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        541.93 ± 1.58 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         57.84 ± 0.02 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        425.86 ± 3.58 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |         57.90 ± 0.02 |
 
 build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1.log b/benchmark/results/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1.log
index ca81fc1..fd7fc59 100644
--- a/benchmark/results/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1.log
+++ b/benchmark/results/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |           pp512 |     1771.72 ± 240.97 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |           tg128 |          7.95 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |           pp512 |      1300.97 ± 78.99 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |           tg128 |         77.58 ± 0.03 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1__longctx32768.log
index a764fdc..92c9d52 100644
--- a/benchmark/results/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1__longctx32768.log
+++ b/benchmark/results/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        294.23 ± 0.00 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          7.42 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |        337.80 ± 4.40 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |         53.06 ± 0.10 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__vulkan_radv__fa1.log b/benchmark/results/gpt-oss-20b-mxfp4__vulkan_radv__fa1.log
index 65dad4f..5534eab 100644
--- a/benchmark/results/gpt-oss-20b-mxfp4__vulkan_radv__fa1.log
+++ b/benchmark/results/gpt-oss-20b-mxfp4__vulkan_radv__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |           pp512 |      1429.10 ± 24.10 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |           tg128 |         80.56 ± 0.18 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |           pp512 |      1397.71 ± 70.15 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |           tg128 |         80.99 ± 0.06 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__vulkan_radv__fa1__longctx32768.log b/benchmark/results/gpt-oss-20b-mxfp4__vulkan_radv__fa1__longctx32768.log
index b18d7b4..9f1beb7 100644
--- a/benchmark/results/gpt-oss-20b-mxfp4__vulkan_radv__fa1__longctx32768.log
+++ b/benchmark/results/gpt-oss-20b-mxfp4__vulkan_radv__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        284.79 ± 0.00 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         56.04 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |        416.91 ± 7.90 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |         60.56 ± 0.77 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm-7.2__fa1.log b/benchmark/results/llama-2-7b.Q4_0__rocm-7.2__fa1.log
index 4834219..4aeb30d 100644
--- a/benchmark/results/llama-2-7b.Q4_0__rocm-7.2__fa1.log
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm-7.2__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |        549.23 ± 0.33 |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         50.62 ± 0.01 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |        549.58 ± 0.25 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         50.55 ± 0.02 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm-7.2__fa1__longctx32768.log b/benchmark/results/llama-2-7b.Q4_0__rocm-7.2__fa1__longctx32768.log
index fa012c7..a671c82 100644
--- a/benchmark/results/llama-2-7b.Q4_0__rocm-7.2__fa1__longctx32768.log
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm-7.2__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        139.39 ± 0.75 |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          5.59 ± 0.00 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        144.34 ± 1.03 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          5.60 ± 0.00 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm-7.2__hblt0__fa1.log b/benchmark/results/llama-2-7b.Q4_0__rocm-7.2__hblt0__fa1.log
index 58b1ece..8caec46 100644
--- a/benchmark/results/llama-2-7b.Q4_0__rocm-7.2__hblt0__fa1.log
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm-7.2__hblt0__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |        549.22 ± 0.08 |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         50.67 ± 0.01 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |        548.97 ± 0.14 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         50.52 ± 0.02 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/llama-2-7b.Q4_0__rocm-7.2__hblt0__fa1__longctx32768.log
index 1f2b6d2..259fde9 100644
--- a/benchmark/results/llama-2-7b.Q4_0__rocm-7.2__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm-7.2__hblt0__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        137.30 ± 1.39 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        143.70 ± 0.31 |
 | llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          5.60 ± 0.00 |
 
-build: a14b960bc (7816)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__fa1.log b/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__fa1.log
index 28fa54f..d34295f 100644
--- a/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__fa1.log
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           pp512 |       1595.85 ± 4.24 |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           tg128 |         51.05 ± 0.02 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |       1597.02 ± 1.89 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         51.01 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__fa1__longctx32768.log
index eabd52b..0f41bbb 100644
--- a/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__fa1__longctx32768.log
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        188.69 ± 0.00 |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          6.93 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        193.62 ± 1.29 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          6.93 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1.log b/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1.log
index 97ed387..ed7cd83 100644
--- a/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1.log
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           pp512 |       1599.42 ± 4.42 |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           tg128 |         51.06 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |       1598.36 ± 1.08 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         51.01 ± 0.02 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1__longctx32768.log
index 8b942a9..e9332b6 100644
--- a/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        187.77 ± 0.00 |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          6.93 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        191.18 ± 2.26 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          6.94 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm7-nightlies__fa1.log b/benchmark/results/llama-2-7b.Q4_0__rocm7-nightlies__fa1.log
index 0008484..dd9ab75 100644
--- a/benchmark/results/llama-2-7b.Q4_0__rocm7-nightlies__fa1.log
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm7-nightlies__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           pp512 |        671.91 ± 0.33 |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           tg128 |         50.72 ± 0.02 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |       1590.62 ± 1.92 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         51.17 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/llama-2-7b.Q4_0__rocm7-nightlies__fa1__longctx32768.log
index 724fd52..8634ecc 100644
--- a/benchmark/results/llama-2-7b.Q4_0__rocm7-nightlies__fa1__longctx32768.log
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm7-nightlies__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        147.45 ± 0.00 |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          5.59 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        210.19 ± 4.57 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          5.56 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/llama-2-7b.Q4_0__rocm7-nightlies__hblt0__fa1.log
index 55d9338..08f165c 100644
--- a/benchmark/results/llama-2-7b.Q4_0__rocm7-nightlies__hblt0__fa1.log
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm7-nightlies__hblt0__fa1.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           pp512 |        671.59 ± 0.34 |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           tg128 |         50.64 ± 0.01 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           pp512 |       1590.40 ± 2.71 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |           tg128 |         51.21 ± 0.01 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/llama-2-7b.Q4_0__rocm7-nightlies__hblt0__fa1__longctx32768.log
index d7a864a..355d6a7 100644
--- a/benchmark/results/llama-2-7b.Q4_0__rocm7-nightlies__hblt0__fa1__longctx32768.log
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm7-nightlies__hblt0__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        145.15 ± 0.00 |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          5.59 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 | pp2048 @ d32768 |        216.78 ± 3.22 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |   tg32 @ d32768 |          5.56 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/llama-2-7b.Q4_0__vulkan_amdvlk__fa1.log b/benchmark/results/llama-2-7b.Q4_0__vulkan_amdvlk__fa1.log
index 7655db3..b7dc396 100644
--- a/benchmark/results/llama-2-7b.Q4_0__vulkan_amdvlk__fa1.log
+++ b/benchmark/results/llama-2-7b.Q4_0__vulkan_amdvlk__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |           pp512 |     1261.90 ± 215.63 |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |           tg128 |          6.26 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |           pp512 |        349.95 ± 0.30 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |           tg128 |         56.00 ± 0.22 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/llama-2-7b.Q4_0__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/llama-2-7b.Q4_0__vulkan_amdvlk__fa1__longctx32768.log
index 5a169c2..34caa8e 100644
--- a/benchmark/results/llama-2-7b.Q4_0__vulkan_amdvlk__fa1__longctx32768.log
+++ b/benchmark/results/llama-2-7b.Q4_0__vulkan_amdvlk__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (AMD open-source driver) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 32768 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        104.76 ± 0.00 |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          4.00 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |        152.53 ± 0.11 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |          9.29 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/llama-2-7b.Q4_0__vulkan_radv__fa1.log b/benchmark/results/llama-2-7b.Q4_0__vulkan_radv__fa1.log
index 5548853..e89bb38 100644
--- a/benchmark/results/llama-2-7b.Q4_0__vulkan_radv__fa1.log
+++ b/benchmark/results/llama-2-7b.Q4_0__vulkan_radv__fa1.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |           pp512 |       1126.16 ± 2.34 |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |           tg128 |         55.42 ± 0.08 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |           pp512 |       1355.55 ± 2.34 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |           tg128 |         55.88 ± 0.13 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/llama-2-7b.Q4_0__vulkan_radv__fa1__longctx32768.log b/benchmark/results/llama-2-7b.Q4_0__vulkan_radv__fa1__longctx32768.log
index 697ab8d..2ca9650 100644
--- a/benchmark/results/llama-2-7b.Q4_0__vulkan_radv__fa1__longctx32768.log
+++ b/benchmark/results/llama-2-7b.Q4_0__vulkan_radv__fa1__longctx32768.log
@@ -1,8 +1,8 @@
 ggml_vulkan: Found 1 Vulkan devices:
 ggml_vulkan: 0 = Radeon 8060S Graphics (RADV GFX1151) (radv) | uma: 1 | fp16: 1 | bf16: 0 | warp size: 64 | shared memory: 65536 | int dot: 1 | matrix cores: KHR_coopmat
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        162.11 ± 0.00 |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          8.74 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 | pp2048 @ d32768 |        246.20 ± 1.24 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |   tg32 @ d32768 |          8.76 ± 0.00 |
 
-build: 9c142e3a2 (7670)
+build: e0c93af2a (7938)
diff --git a/benchmark/results/system_info.json b/benchmark/results/system_info.json
index d29bc7f..b7fac37 100644
--- a/benchmark/results/system_info.json
+++ b/benchmark/results/system_info.json
@@ -1,6 +1 @@
-{
-    "distro": "Fedora Linux 42 (Workstation Edition)",
-    "kernel": "6.18.3-100.fc42.x86_64",
-    "linux_firmware": "linux-firmware-20251111-1.fc42.noarch",
-    "timestamp": "09 Jan 2026"
-}
\ No newline at end of file
+{"distro": "Fedora Linux 43 (Workstation Edition)", "kernel": "6.18.5-200.fc43.x86_64", "linux_firmware": "linux-firmware-20260110-1.fc43.noarch", "timestamp": "04 Feb 2026"}
diff --git a/docs/results.json b/docs/results.json
index e087ac3..54dc9b3 100644
--- a/docs/results.json
+++ b/docs/results.json
@@ -1,25 +1,17 @@
 {
   "meta": {
-    "generated_at": "2026-02-04T17:41:39Z",
+    "generated_at": "2026-02-05T19:03:01Z",
     "system_info": {
-      "distro": "Fedora Linux 42 (Workstation Edition)",
-      "kernel": "6.18.3-100.fc42.x86_64",
-      "linux_firmware": "linux-firmware-20251111-1.fc42.noarch",
-      "timestamp": "09 Jan 2026"
+      "distro": "Fedora Linux 43 (Workstation Edition)",
+      "kernel": "6.18.5-200.fc43.x86_64",
+      "linux_firmware": "linux-firmware-20260110-1.fc43.noarch",
+      "timestamp": "04 Feb 2026"
     },
     "llamacpp_builds": [
       {
         "hash": "2656c0d26",
         "number": "7693"
       },
-      {
-        "hash": "9c142e3a2",
-        "number": "7670"
-      },
-      {
-        "hash": "a14b960bc",
-        "number": "7816"
-      },
       {
         "hash": "e0c93af2a",
         "number": "7938"
@@ -34,7 +26,6 @@
       "rocm7-nightlies-hblt0",
       "rocm7.1.1",
       "rocm7.1.1-hblt0",
-      "rocm7_rc",
       "vulkan_amdvlk",
       "vulkan_radv"
     ],
@@ -51,8 +42,8 @@
       "context": "default",
       "context_tokens": null,
       "test": "pp512",
-      "tps_mean": 66.52,
-      "tps_std": 7.27,
+      "tps_mean": 72.93,
+      "tps_std": 0.06,
       "error": false,
       "error_type": null,
       "backend": "ROCm",
@@ -65,8 +56,8 @@
       "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1.log",
       "rpc": false,
       "build": {
-        "hash": "a14b960bc",
-        "number": "7816"
+        "hash": "e0c93af2a",
+        "number": "7938"
       }
     },
     {
@@ -79,8 +70,8 @@
       "context": "default",
       "context_tokens": null,
       "test": "tg128",
-      "tps_mean": 2.76,
-      "tps_std": 0.08,
+      "tps_mean": 2.95,
+      "tps_std": 0.06,
       "error": false,
       "error_type": null,
       "backend": "ROCm",
@@ -93,8 +84,8 @@
       "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1.log",
       "rpc": false,
       "build": {
-        "hash": "a14b960bc",
-        "number": "7816"
+        "hash": "e0c93af2a",
+        "number": "7938"
       }
     },
     {
@@ -108,7 +99,7 @@
       "context_tokens": 32768,
       "test": "pp2048 @ d32768",
       "tps_mean": 16.57,
-      "tps_std": 0.05,
+      "tps_std": 0.04,
       "error": false,
       "error_type": null,
       "backend": "ROCm",
@@ -121,8 +112,8 @@
       "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log",
       "rpc": false,
       "build": {
-        "hash": "a14b960bc",
-        "number": "7816"
+        "hash": "e0c93af2a",
+        "number": "7938"
       }
     },
     {
@@ -136,7 +127,7 @@
       "context_tokens": 32768,
       "test": "tg32 @ d32768",
       "tps_mean": 2.08,
-      "tps_std": 0.0,
+      "tps_std": 0.01,
       "error": false,
       "error_type": null,
       "backend": "ROCm",
@@ -149,8 +140,8 @@
       "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log",
       "rpc": false,
       "build": {
-        "hash": "a14b960bc",
-        "number": "7816"
+        "hash": "e0c93af2a",
+        "number": "7938"
       }
     },
     {
@@ -163,8 +154,8 @@
       "context": "default",
       "context_tokens": null,
       "test": "pp512",
-      "tps_mean": 71.47,
-      "tps_std": 0.2,
+      "tps_mean": 71.58,
+      "tps_std": 0.06,
       "error": false,
       "error_type": null,
       "backend": "ROCm",
@@ -177,8 +168,8 @@
       "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log",
       "rpc": false,
       "build": {
-        "hash": "a14b960bc",
-        "number": "7816"
+        "hash": "e0c93af2a",
+        "number": "7938"
       }
     },
     {
@@ -191,8 +182,8 @@
       "context": "default",
       "context_tokens": null,
       "test": "tg128",
-      "tps_mean": 2.82,
-      "tps_std": 0.07,
+      "tps_mean": 2.99,
+      "tps_std": 0.01,
       "error": false,
       "error_type": null,
       "backend": "ROCm",
@@ -205,8 +196,8 @@
       "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log",
       "rpc": false,
       "build": {
-        "hash": "a14b960bc",
-        "number": "7816"
+        "hash": "e0c93af2a",
+        "number": "7938"
       }
     },
     {
@@ -219,7 +210,7 @@
       "context": "longctx32768",
       "context_tokens": 32768,
       "test": "pp2048 @ d32768",
-      "tps_mean": 16.47,
+      "tps_mean": 16.48,
       "tps_std": 0.03,
       "error": false,
       "error_type": null,
@@ -233,8 +224,8 @@
       "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log",
       "rpc": false,
       "build": {
-        "hash": "a14b960bc",
-        "number": "7816"
+        "hash": "e0c93af2a",
+        "number": "7938"
       }
     },
     {
@@ -247,6 +238,342 @@
       "context": "longctx32768",
       "context_tokens": 32768,
       "test": "tg32 @ d32768",
+      "tps_mean": 2.07,
+      "tps_std": 0.01,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": null,
+      "params_b": 125.03,
+      "file_size_gib": 70.31,
+      "name_params_b": 125.03,
+      "quant": "Q4_K_XL",
+      "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "e0c93af2a",
+        "number": "7938"
+      }
+    },
+    {
+      "model": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002",
+      "model_clean": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL",
+      "env": "rocm6_4_4",
+      "env_base": "rocm6_4_4",
+      "env_variant": null,
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "pp512",
+      "tps_mean": 79.51,
+      "tps_std": 0.07,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": null,
+      "params_b": 125.03,
+      "file_size_gib": 70.31,
+      "name_params_b": 125.03,
+      "quant": "Q4_K_XL",
+      "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "e0c93af2a",
+        "number": "7938"
+      }
+    },
+    {
+      "model": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002",
+      "model_clean": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL",
+      "env": "rocm6_4_4",
+      "env_base": "rocm6_4_4",
+      "env_variant": null,
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "tg128",
+      "tps_mean": 2.72,
+      "tps_std": 0.1,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": null,
+      "params_b": 125.03,
+      "file_size_gib": 70.31,
+      "name_params_b": 125.03,
+      "quant": "Q4_K_XL",
+      "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "e0c93af2a",
+        "number": "7938"
+      }
+    },
+    {
+      "model": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002",
+      "model_clean": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL",
+      "env": "rocm6_4_4",
+      "env_base": "rocm6_4_4",
+      "env_variant": null,
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "pp2048 @ d32768",
+      "tps_mean": 17.57,
+      "tps_std": 0.05,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": null,
+      "params_b": 125.03,
+      "file_size_gib": 70.31,
+      "name_params_b": 125.03,
+      "quant": "Q4_K_XL",
+      "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "e0c93af2a",
+        "number": "7938"
+      }
+    },
+    {
+      "model": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002",
+      "model_clean": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL",
+      "env": "rocm6_4_4",
+      "env_base": "rocm6_4_4",
+      "env_variant": null,
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "tg32 @ d32768",
+      "tps_mean": 2.15,
+      "tps_std": 0.0,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": null,
+      "params_b": 125.03,
+      "file_size_gib": 70.31,
+      "name_params_b": 125.03,
+      "quant": "Q4_K_XL",
+      "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "e0c93af2a",
+        "number": "7938"
+      }
+    },
+    {
+      "model": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002",
+      "model_clean": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL",
+      "env": "rocm6_4_4-hblt0",
+      "env_base": "rocm6_4_4",
+      "env_variant": "hblt0",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "pp512",
+      "tps_mean": 79.24,
+      "tps_std": 0.1,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": null,
+      "params_b": 125.03,
+      "file_size_gib": 70.31,
+      "name_params_b": 125.03,
+      "quant": "Q4_K_XL",
+      "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "e0c93af2a",
+        "number": "7938"
+      }
+    },
+    {
+      "model": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002",
+      "model_clean": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL",
+      "env": "rocm6_4_4-hblt0",
+      "env_base": "rocm6_4_4",
+      "env_variant": "hblt0",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "tg128",
+      "tps_mean": 2.67,
+      "tps_std": 0.11,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": null,
+      "params_b": 125.03,
+      "file_size_gib": 70.31,
+      "name_params_b": 125.03,
+      "quant": "Q4_K_XL",
+      "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "e0c93af2a",
+        "number": "7938"
+      }
+    },
+    {
+      "model": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002",
+      "model_clean": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL",
+      "env": "rocm6_4_4-hblt0",
+      "env_base": "rocm6_4_4",
+      "env_variant": "hblt0",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "pp2048 @ d32768",
+      "tps_mean": 17.53,
+      "tps_std": 0.03,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": null,
+      "params_b": 125.03,
+      "file_size_gib": 70.31,
+      "name_params_b": 125.03,
+      "quant": "Q4_K_XL",
+      "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "e0c93af2a",
+        "number": "7938"
+      }
+    },
+    {
+      "model": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002",
+      "model_clean": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL",
+      "env": "rocm6_4_4-hblt0",
+      "env_base": "rocm6_4_4",
+      "env_variant": "hblt0",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "tg32 @ d32768",
+      "tps_mean": 2.15,
+      "tps_std": 0.01,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": null,
+      "params_b": 125.03,
+      "file_size_gib": 70.31,
+      "name_params_b": 125.03,
+      "quant": "Q4_K_XL",
+      "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "e0c93af2a",
+        "number": "7938"
+      }
+    },
+    {
+      "model": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002",
+      "model_clean": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL",
+      "env": "rocm7-nightlies",
+      "env_base": "rocm7",
+      "env_variant": "nightlies",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "pp512",
+      "tps_mean": 78.28,
+      "tps_std": 0.06,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": null,
+      "params_b": 125.03,
+      "file_size_gib": 70.31,
+      "name_params_b": 125.03,
+      "quant": "Q4_K_XL",
+      "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "e0c93af2a",
+        "number": "7938"
+      }
+    },
+    {
+      "model": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002",
+      "model_clean": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL",
+      "env": "rocm7-nightlies",
+      "env_base": "rocm7",
+      "env_variant": "nightlies",
+      "fa": true,
+      "context": "default",
+      "context_tokens": null,
+      "test": "tg128",
+      "tps_mean": 2.98,
+      "tps_std": 0.04,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": null,
+      "params_b": 125.03,
+      "file_size_gib": 70.31,
+      "name_params_b": 125.03,
+      "quant": "Q4_K_XL",
+      "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1.log",
+      "rpc": false,
+      "build": {
+        "hash": "e0c93af2a",
+        "number": "7938"
+      }
+    },
+    {
+      "model": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002",
+      "model_clean": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL",
+      "env": "rocm7-nightlies",
+      "env_base": "rocm7",
+      "env_variant": "nightlies",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "pp2048 @ d32768",
+      "tps_mean": 17.18,
+      "tps_std": 0.03,
+      "error": false,
+      "error_type": null,
+      "backend": "ROCm",
+      "ngl": 99,
+      "mmap": null,
+      "params_b": 125.03,
+      "file_size_gib": 70.31,
+      "name_params_b": 125.03,
+      "quant": "Q4_K_XL",
+      "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log",
+      "rpc": false,
+      "build": {
+        "hash": "e0c93af2a",
+        "number": "7938"
+      }
+    },
+    {
+      "model": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002",
+      "model_clean": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL",
+      "env": "rocm7-nightlies",
+      "env_base": "rocm7",
+      "env_variant": "nightlies",
+      "fa": true,
+      "context": "longctx32768",
+      "context_tokens": 32768,
+      "test": "tg32 @ d32768",
       "tps_mean": 2.06,
       "tps_std": 0.02,
       "error": false,
@@ -258,317 +585,12 @@
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@@ -2316,27 +2786,27 @@
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@@ -2344,559 +2814,559 @@
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@@ -6684,41 +4466,909 @@
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@@ -8767,8 +7028,8 @@
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@@ -8795,8 +7056,8 @@
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@@ -8823,8 +7084,8 @@
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@@ -8851,8 +7112,8 @@
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@@ -8907,8 +7168,8 @@
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@@ -8935,8 +7196,8 @@
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@@ -8963,8 +7224,8 @@
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@@ -9159,8 +7420,8 @@
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@@ -9243,8 +7504,8 @@
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@@ -9257,797 +7518,545 @@
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@@ -10055,8 +8064,36 @@
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@@ -10167,8 +8204,8 @@
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@@ -15596,8 +12488,8 @@
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@@ -15624,8 +12516,8 @@
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@@ -15652,8 +12544,8 @@
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@@ -15680,8 +12572,8 @@
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@@ -15736,8 +12628,8 @@
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@@ -15820,8 +12712,8 @@
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@@ -15848,8 +12740,8 @@
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@@ -15988,8 +12880,8 @@
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@@ -16128,8 +13020,8 @@
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@@ -16604,8 +13272,8 @@
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@@ -16660,8 +13328,8 @@
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@@ -16688,8 +13356,8 @@
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@@ -16716,8 +13384,8 @@
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@@ -16744,8 +13412,8 @@
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@@ -16772,8 +13440,8 @@
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@@ -16800,8 +13468,8 @@
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@@ -16828,8 +13496,8 @@
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@@ -17476,230 +14144,6 @@
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@@ -18872,8 +15092,8 @@
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       "build": {
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-        "number": "7670"
+        "hash": "e0c93af2a",
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@@ -18886,13 +15106,13 @@
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       "test": "pp2048 @ d32768",
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-      "tps_std": 0.0,
+      "tps_mean": 152.53,
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@@ -18900,8 +15120,8 @@
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       "build": {
-        "hash": "9c142e3a2",
-        "number": "7670"
+        "hash": "e0c93af2a",
+        "number": "7938"
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@@ -18914,13 +15134,13 @@
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       "backend": "Vulkan",
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@@ -18928,8 +15148,8 @@
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       "build": {
-        "hash": "9c142e3a2",
-        "number": "7670"
+        "hash": "e0c93af2a",
+        "number": "7938"
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@@ -18942,13 +15162,13 @@
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@@ -18956,8 +15176,8 @@
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       "build": {
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-        "number": "7670"
+        "hash": "e0c93af2a",
+        "number": "7938"
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@@ -18970,13 +15190,13 @@
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@@ -18984,8 +15204,8 @@
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       "build": {
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-        "number": "7670"
+        "hash": "e0c93af2a",
+        "number": "7938"
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     {
@@ -18998,13 +15218,13 @@
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       "test": "pp2048 @ d32768",
-      "tps_mean": 162.11,
-      "tps_std": 0.0,
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       "backend": "Vulkan",
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@@ -19012,8 +15232,8 @@
       "log": "results/llama-2-7b.Q4_0__vulkan_radv__fa1__longctx32768.log",
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       "build": {
-        "hash": "9c142e3a2",
-        "number": "7670"
+        "hash": "e0c93af2a",
+        "number": "7938"
       }
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     {
@@ -19026,13 +15246,13 @@
       "context": "longctx32768",
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       "test": "tg32 @ d32768",
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       "backend": "Vulkan",
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@@ -19040,8 +15260,8 @@
       "log": "results/llama-2-7b.Q4_0__vulkan_radv__fa1__longctx32768.log",
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       "build": {
-        "hash": "9c142e3a2",
-        "number": "7670"
+        "hash": "e0c93af2a",
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