From 7aa6e6dea905813ef933b534371b1425d3c90c15 Mon Sep 17 00:00:00 2001
From: Donato Capitella <donato.capitella@reversec.com>
Date: Sat, 11 Apr 2026 11:18:45 +0100
Subject: [PATCH] update benchmarks

---
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 benchmark/results/system_info.json            |     2 +-
 docs/results.json                             | 18999 +++++-----------
 514 files changed, 7863 insertions(+), 13522 deletions(-)
 rename benchmark/results/{ => 29-03-2026}/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__fa1.log (100%)
 rename benchmark/results/{ => 29-03-2026}/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__fa1__longctx32768.log (100%)
 rename benchmark/results/{ => 29-03-2026}/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1.log (100%)
 rename benchmark/results/{ => 29-03-2026}/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log (100%)
 create mode 100644 benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1.log
 create mode 100644 benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
 rename benchmark/results/{ => 29-03-2026}/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log (100%)
 rename benchmark/results/{ => 29-03-2026}/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log (100%)
 create mode 100644 benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1.log
 create mode 100644 benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
 rename benchmark/results/{ => 29-03-2026}/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log (100%)
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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/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__fa1.log
similarity index 100%
rename from benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__fa1.log
rename to benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__fa1.log
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/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__fa1__longctx32768.log
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/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1.log
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/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1.log b/benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..1e98d22
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |         78.37 ± 0.13 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           tg128 |          2.76 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..8999b32
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |         17.56 ± 0.07 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          2.09 ± 0.00 |
+
+build: 2405d59cb (8577)
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/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log
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/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1.log b/benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..29499ed
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |         80.49 ± 0.14 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           tg128 |          2.99 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..dedaf41
--- /dev/null
+++ b/benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |         21.15 ± 0.06 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          2.07 ± 0.01 |
+
+build: 2405d59cb (8577)
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/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
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/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log b/benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..4540fd9
--- /dev/null
+++ b/benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log
@@ -0,0 +1,24 @@
+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
+/lib64/libggml-base.so.0(+0x3c25) [0x7f8003c3bc25]
+/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f8003c3bfeb]
+/lib64/libggml-base.so.0(+0x16669) [0x7f8003c4e669]
+/lib64/libstdc++.so.6(+0x1ebfc) [0x7f80033b2bfc]
+/lib64/libstdc++.so.6(_ZSt10unexpectedv+0x0) [0x7f800339cd3a]
+/lib64/libstdc++.so.6(+0x1eea8) [0x7f80033b2ea8]
+/lib64/libggml-vulkan.so.0(+0x14f76) [0x7f8003cf6f76]
+/lib64/libggml-vulkan.so.0(+0x13597f) [0x7f8003e1797f]
+/lib64/libggml-vulkan.so.0(+0x136411) [0x7f8003e18411]
+/lib64/libggml-base.so.0(ggml_backend_sched_graph_compute_async+0x7f3) [0x7f8003c574d3]
+/lib64/libllama.so.0(_ZN13llama_context13graph_computeEP11ggml_cgraphb+0xa0) [0x7f800756ce70]
+/lib64/libllama.so.0(_ZN13llama_context14process_ubatchERK12llama_ubatch14llm_graph_typeP22llama_memory_context_iR11ggml_status+0xe5) [0x7f800756f445]
+/lib64/libllama.so.0(_ZN13llama_context6decodeERK11llama_batch+0x35f) [0x7f8007575aaf]
+/lib64/libllama.so.0(llama_decode+0xe) [0x7f800757742e]
+/usr/sbin/llama-bench() [0x41cc3b]
+/usr/sbin/llama-bench() [0x41977f]
+/lib64/libc.so.6(+0x35b5) [0x7f80030835b5]
+/lib64/libc.so.6(__libc_start_main+0x88) [0x7f8003083668]
+/usr/sbin/llama-bench() [0x41b595]
+terminate called after throwing an instance of 'vk::DeviceLostError'
+  what():  vk::Queue::submit: ErrorDeviceLost
+✖ ! [vulkan_amdvlk] Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__fa1 failed (exit 0)
diff --git a/benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..8d7f3ff
--- /dev/null
+++ b/benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,23 @@
+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
+/lib64/libggml-base.so.0(+0x3c25) [0x7f34c7070c25]
+/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f34c7070feb]
+/lib64/libggml-base.so.0(+0x16669) [0x7f34c7083669]
+/lib64/libstdc++.so.6(+0x1ebfc) [0x7f34c67e7bfc]
+/lib64/libstdc++.so.6(_ZSt10unexpectedv+0x0) [0x7f34c67d1d3a]
+/lib64/libstdc++.so.6(+0x1eea8) [0x7f34c67e7ea8]
+/lib64/libggml-vulkan.so.0(+0x16b68) [0x7f34c712db68]
+/lib64/libggml-vulkan.so.0(+0xfcfd0) [0x7f34c7213fd0]
+/lib64/libggml-base.so.0(ggml_backend_sched_graph_compute_async+0x3b2) [0x7f34c708c092]
+/lib64/libllama.so.0(_ZN13llama_context13graph_computeEP11ggml_cgraphb+0xa0) [0x7f34ca9a1e70]
+/lib64/libllama.so.0(_ZN13llama_context14process_ubatchERK12llama_ubatch14llm_graph_typeP22llama_memory_context_iR11ggml_status+0xe5) [0x7f34ca9a4445]
+/lib64/libllama.so.0(_ZN13llama_context6decodeERK11llama_batch+0x35f) [0x7f34ca9aaaaf]
+/lib64/libllama.so.0(llama_decode+0xe) [0x7f34ca9ac42e]
+/usr/sbin/llama-bench() [0x41cc3b]
+/usr/sbin/llama-bench() [0x41977f]
+/lib64/libc.so.6(+0x35b5) [0x7f34c64b85b5]
+/lib64/libc.so.6(__libc_start_main+0x88) [0x7f34c64b8668]
+/usr/sbin/llama-bench() [0x41b595]
+terminate called after throwing an instance of 'vk::DeviceLostError'
+  what():  vk::Queue::submit: ErrorDeviceLost
+✖ ! [vulkan_amdvlk] Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_radv__fa1.log b/benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_radv__fa1.log
new file mode 100644
index 0000000..1c52acf
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 |         47.20 ± 0.03 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 |           tg128 |          2.99 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log b/benchmark/results/29-03-2026/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..eb50e64
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 |          7.39 ± 0.02 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          2.60 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2__fa1.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2__fa1.log
new file mode 100644
index 0000000..8bc6dfa
--- /dev/null
+++ b/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           pp512 |        435.72 ± 2.11 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           tg128 |         21.38 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2__fa1__longctx32768.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2__fa1__longctx32768.log
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2__hblt0__fa1.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2__hblt0__fa1.log
rename to benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2__hblt0__fa1.log
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__fa1.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..f8af5b7
--- /dev/null
+++ b/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           pp512 |        393.19 ± 1.92 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           tg128 |         19.36 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..431595d
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         94.74 ± 0.05 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         15.06 ± 0.18 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log
rename to benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__fa1.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..3da36d8
--- /dev/null
+++ b/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           pp512 |        476.23 ± 2.21 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           tg128 |         21.36 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..8a819b6
--- /dev/null
+++ b/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         86.79 ± 0.15 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         15.32 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
rename to benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__vulkan_amdvlk__fa1.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..1400856
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           pp512 |        114.88 ± 0.15 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           tg128 |         10.48 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..0c10034
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         10.15 ± 0.00 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          5.05 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__vulkan_radv__fa1.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__vulkan_radv__fa1.log
new file mode 100644
index 0000000..2c91e29
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           pp512 |        342.11 ± 5.47 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           tg128 |          9.48 ± 0.02 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..d0eb79f
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        102.93 ± 0.11 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          7.82 ± 0.01 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2__fa1.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2__fa1.log
similarity index 100%
rename from benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2__fa1.log
rename to benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2__fa1.log
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2__fa1__longctx32768.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2__fa1__longctx32768.log
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2__hblt0__fa1.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2__hblt0__fa1.log
rename to benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2__hblt0__fa1.log
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__fa1.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..5f26656
--- /dev/null
+++ b/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           pp512 |        903.39 ± 1.04 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           tg128 |         31.04 ± 0.01 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..8dc2481
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         99.84 ± 0.23 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         20.33 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log
rename to benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__fa1.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..37c4d87
--- /dev/null
+++ b/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           pp512 |       902.85 ± 59.94 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           tg128 |         33.16 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..d4a1f68
--- /dev/null
+++ b/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         89.75 ± 0.31 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         20.59 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log
rename to benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_amdvlk__fa1.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..fcd1fbe
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           pp512 |        499.98 ± 1.29 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           tg128 |         39.01 ± 0.01 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..e9e723c
--- /dev/null
+++ b/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,23 @@
+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
+/lib64/libggml-base.so.0(+0x3c25) [0x7fa3d16b4c25]
+/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7fa3d16b4feb]
+/lib64/libggml-base.so.0(+0x16669) [0x7fa3d16c7669]
+/lib64/libstdc++.so.6(+0x1ebfc) [0x7fa3d0e2bbfc]
+/lib64/libstdc++.so.6(_ZSt10unexpectedv+0x0) [0x7fa3d0e15d3a]
+/lib64/libstdc++.so.6(+0x1eea8) [0x7fa3d0e2bea8]
+/lib64/libggml-vulkan.so.0(+0x16b68) [0x7fa3d1771b68]
+/lib64/libggml-vulkan.so.0(+0xfcfd0) [0x7fa3d1857fd0]
+/lib64/libggml-base.so.0(ggml_backend_sched_graph_compute_async+0x3b2) [0x7fa3d16d0092]
+/lib64/libllama.so.0(_ZN13llama_context13graph_computeEP11ggml_cgraphb+0xa0) [0x7fa3d4fe5e70]
+/lib64/libllama.so.0(_ZN13llama_context14process_ubatchERK12llama_ubatch14llm_graph_typeP22llama_memory_context_iR11ggml_status+0xe5) [0x7fa3d4fe8445]
+/lib64/libllama.so.0(_ZN13llama_context6decodeERK11llama_batch+0x35f) [0x7fa3d4feeaaf]
+/lib64/libllama.so.0(llama_decode+0xe) [0x7fa3d4ff042e]
+/usr/sbin/llama-bench() [0x41cc3b]
+/usr/sbin/llama-bench() [0x419a10]
+/lib64/libc.so.6(+0x35b5) [0x7fa3d0afc5b5]
+/lib64/libc.so.6(__libc_start_main+0x88) [0x7fa3d0afc668]
+/usr/sbin/llama-bench() [0x41b595]
+terminate called after throwing an instance of 'vk::DeviceLostError'
+  what():  vk::Queue::submit: ErrorDeviceLost
+✖ ! [vulkan_amdvlk] GLM-4.7-Flash-UD-Q8_K_XL__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_radv__fa1.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_radv__fa1.log
new file mode 100644
index 0000000..c84fe4a
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           pp512 |        853.46 ± 6.70 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           tg128 |         40.38 ± 1.22 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log b/benchmark/results/29-03-2026/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..3b8a27e
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        133.27 ± 0.03 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         21.17 ± 0.01 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__fa1.log b/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__fa1.log
similarity index 100%
rename from benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__fa1.log
rename to benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__fa1.log
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__fa1__longctx32768.log b/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__fa1__longctx32768.log
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__hblt0__fa1.log b/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__hblt0__fa1.log
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__fa1.log b/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..aaf2ed8
--- /dev/null
+++ b/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           pp512 |        706.16 ± 3.76 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           tg128 |          8.39 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..f03361f
--- /dev/null
+++ b/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |        166.61 ± 1.47 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          7.05 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__hblt0__fa1.log b/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__hblt0__fa1.log
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__fa1.log b/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..4bfad54
--- /dev/null
+++ b/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           pp512 |        881.45 ± 3.04 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           tg128 |          8.44 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..e15c3d6
--- /dev/null
+++ b/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |        213.50 ± 0.70 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          7.08 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__hblt0__fa1.log
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__rocm7-nightlies__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__vulkan_amdvlk__fa1.log b/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..47e06e4
--- /dev/null
+++ b/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__vulkan_amdvlk__fa1.log
@@ -0,0 +1,23 @@
+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
+/lib64/libggml-base.so.0(+0x3c25) [0x7f9947881c25]
+/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f9947881feb]
+/lib64/libggml-base.so.0(+0x16669) [0x7f9947894669]
+/lib64/libstdc++.so.6(+0x1ebfc) [0x7f9946ff8bfc]
+/lib64/libstdc++.so.6(_ZSt10unexpectedv+0x0) [0x7f9946fe2d3a]
+/lib64/libstdc++.so.6(+0x1eea8) [0x7f9946ff8ea8]
+/lib64/libggml-vulkan.so.0(+0x16b68) [0x7f994793eb68]
+/lib64/libggml-vulkan.so.0(+0xfcfd0) [0x7f9947a24fd0]
+/lib64/libggml-base.so.0(ggml_backend_sched_graph_compute_async+0x3b2) [0x7f994789d092]
+/lib64/libllama.so.0(_ZN13llama_context13graph_computeEP11ggml_cgraphb+0xa0) [0x7f994b1b2e70]
+/lib64/libllama.so.0(_ZN13llama_context14process_ubatchERK12llama_ubatch14llm_graph_typeP22llama_memory_context_iR11ggml_status+0xe5) [0x7f994b1b5445]
+/lib64/libllama.so.0(_ZN13llama_context6decodeERK11llama_batch+0x35f) [0x7f994b1bbaaf]
+/lib64/libllama.so.0(llama_decode+0xe) [0x7f994b1bd42e]
+/usr/sbin/llama-bench() [0x41cc3b]
+/usr/sbin/llama-bench() [0x419a10]
+/lib64/libc.so.6(+0x35b5) [0x7f9946cc95b5]
+/lib64/libc.so.6(__libc_start_main+0x88) [0x7f9946cc9668]
+/usr/sbin/llama-bench() [0x41b595]
+terminate called after throwing an instance of 'vk::DeviceLostError'
+  what():  vk::Queue::submit: ErrorDeviceLost
+✖ ! [vulkan_amdvlk] Ministral-3-14B-Instruct-2512-BF16__fa1 failed (exit 0)
diff --git a/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..59b5b4b
--- /dev/null
+++ b/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,23 @@
+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
+/lib64/libggml-base.so.0(+0x3c25) [0x7f4bc4c80c25]
+/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f4bc4c80feb]
+/lib64/libggml-base.so.0(+0x16669) [0x7f4bc4c93669]
+/lib64/libstdc++.so.6(+0x1ebfc) [0x7f4bc43f7bfc]
+/lib64/libstdc++.so.6(_ZSt10unexpectedv+0x0) [0x7f4bc43e1d3a]
+/lib64/libstdc++.so.6(+0x1eea8) [0x7f4bc43f7ea8]
+/lib64/libggml-vulkan.so.0(+0x16b68) [0x7f4bc4d3db68]
+/lib64/libggml-vulkan.so.0(+0xfcfd0) [0x7f4bc4e23fd0]
+/lib64/libggml-base.so.0(ggml_backend_sched_graph_compute_async+0x3b2) [0x7f4bc4c9c092]
+/lib64/libllama.so.0(_ZN13llama_context13graph_computeEP11ggml_cgraphb+0xa0) [0x7f4bc85b1e70]
+/lib64/libllama.so.0(_ZN13llama_context14process_ubatchERK12llama_ubatch14llm_graph_typeP22llama_memory_context_iR11ggml_status+0xe5) [0x7f4bc85b4445]
+/lib64/libllama.so.0(_ZN13llama_context6decodeERK11llama_batch+0x35f) [0x7f4bc85baaaf]
+/lib64/libllama.so.0(llama_decode+0xe) [0x7f4bc85bc42e]
+/usr/sbin/llama-bench() [0x41cc3b]
+/usr/sbin/llama-bench() [0x41977f]
+/lib64/libc.so.6(+0x35b5) [0x7f4bc40c85b5]
+/lib64/libc.so.6(__libc_start_main+0x88) [0x7f4bc40c8668]
+/usr/sbin/llama-bench() [0x41b595]
+terminate called after throwing an instance of 'vk::DeviceLostError'
+  what():  vk::Queue::submit: ErrorDeviceLost
+✖ ! [vulkan_amdvlk] Ministral-3-14B-Instruct-2512-BF16__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__vulkan_radv__fa1.log b/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__vulkan_radv__fa1.log
new file mode 100644
index 0000000..8311fc9
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 |        166.51 ± 0.62 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 |           tg128 |          7.94 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__vulkan_radv__fa1__longctx32768.log b/benchmark/results/29-03-2026/Ministral-3-14B-Instruct-2512-BF16__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..645c378
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 |         72.65 ± 0.24 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          6.70 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm-7_2__fa1.log b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm-7_2__fa1.log
similarity index 100%
rename from benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm-7_2__fa1.log
rename to benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm-7_2__fa1.log
diff --git a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm-7_2__fa1__longctx32768.log b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm-7_2__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm-7_2__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm-7_2__fa1__longctx32768.log
diff --git a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1.log b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1.log
rename to benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1.log
diff --git a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm6_4_4__fa1.log b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..c181684
--- /dev/null
+++ b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |  1 |    0 |           pp512 |        260.98 ± 1.56 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |  1 |    0 |           tg128 |         15.60 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..6d79881
--- /dev/null
+++ b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        324.69 ± 0.27 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         15.38 ± 0.01 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1.log b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1.log
rename to benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1.log
diff --git a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm7-nightlies__fa1.log b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..2b76326
--- /dev/null
+++ b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |  1 |    0 |           pp512 |        228.50 ± 1.06 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |  1 |    0 |           tg128 |         16.07 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..39e5779
--- /dev/null
+++ b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        284.43 ± 0.38 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         15.76 ± 0.01 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
rename to benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
diff --git a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..ecc3dbc
--- /dev/null
+++ b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 |           pp512 |        140.84 ± 0.27 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 |           tg128 |         13.97 ± 0.05 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..fe06b04
--- /dev/null
+++ b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        106.21 ± 0.16 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         13.21 ± 0.32 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_radv__fa1.log b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_radv__fa1.log
new file mode 100644
index 0000000..cd213bb
--- /dev/null
+++ b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 |           pp512 |        190.66 ± 7.11 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 |           tg128 |         14.41 ± 0.03 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..4618d0c
--- /dev/null
+++ b/benchmark/results/29-03-2026/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        191.12 ± 0.46 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         13.85 ± 0.26 |
+
+build: 2405d59cb (8577)
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/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7_2__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7_2__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7_2__fa1.log
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/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7_2__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7_2__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7_2__fa1__longctx32768.log
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/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1.log
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/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1__longctx32768.log
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/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__fa1.log
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/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
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/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1.log
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/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__fa1.log b/benchmark/results/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__fa1.log
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/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
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/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
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/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log b/benchmark/results/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log
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/29-03-2026/Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
similarity index 100%
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rename from benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7_2__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7_2__hblt0__fa1.log
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7_2__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7_2__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7_2__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7_2__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__fa1.log b/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..9642b43
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |       1170.01 ± 7.53 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         65.12 ± 0.03 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..ad3e381
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |        291.28 ± 0.14 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         32.65 ± 0.02 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1.log b/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1.log
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm6_4_4__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__fa1.log b/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..12481a0
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |      1178.27 ± 10.86 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         69.46 ± 0.62 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..95d24a2
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |        209.14 ± 0.10 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         34.83 ± 0.02 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__hblt0__fa1.log
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm7-nightlies__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_amdvlk__fa1.log b/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..b1b4b06
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 |        882.98 ± 3.84 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           tg128 |         80.84 ± 0.03 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..0e42549
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 |        111.65 ± 0.08 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         28.03 ± 0.02 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_radv__fa1.log b/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_radv__fa1.log
new file mode 100644
index 0000000..3b18735
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 |       1290.50 ± 7.83 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           tg128 |         83.79 ± 0.18 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_radv__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..253d842
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 |        194.26 ± 0.86 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         37.04 ± 0.04 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm-7_2__fa1.log b/benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm-7_2__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm-7_2__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm-7_2__fa1.log
diff --git a/benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm-7_2__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm-7_2__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm-7_2__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm-7_2__fa1__longctx32768.log
diff --git a/benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1.log b/benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1.log
diff --git a/benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm6_4_4__fa1.log b/benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm6_4_4__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm6_4_4__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm6_4_4__fa1.log
diff --git a/benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
diff --git a/benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1.log b/benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1.log
diff --git a/benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm7-nightlies__fa1.log b/benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm7-nightlies__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm7-nightlies__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm7-nightlies__fa1.log
diff --git a/benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
diff --git a/benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
diff --git a/benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log b/benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log
diff --git a/benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
diff --git a/benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__vulkan_radv__fa1.log b/benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__vulkan_radv__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__vulkan_radv__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__vulkan_radv__fa1.log
diff --git a/benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-Coder-Next-UD-Q8_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log
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/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__fa1.log
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/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__fa1__longctx32768.log
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/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1.log
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/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log
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/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1.log
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/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
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/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1.log
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/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1.log b/benchmark/results/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1.log
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/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
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/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
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/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log b/benchmark/results/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1.log
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/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1.log b/benchmark/results/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1.log
rename to benchmark/results/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1.log
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/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__vulkan_radv__fa1__longctx32768.log
diff --git a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm-7_2__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm-7_2__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm-7_2__fa1.log
rename to benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm-7_2__fa1.log
diff --git a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm-7_2__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm-7_2__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm-7_2__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm-7_2__fa1__longctx32768.log
diff --git a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1.log
diff --git a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm6_4_4__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..83fa89a
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |  1 |    0 |           pp512 |        311.68 ± 1.84 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |  1 |    0 |           tg128 |         18.77 ± 0.01 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..995277c
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        273.72 ± 1.22 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         17.91 ± 0.01 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1.log
diff --git a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm7-nightlies__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..0bb4c16
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |  1 |    0 |           pp512 |        314.27 ± 4.13 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |  1 |    0 |           tg128 |         19.66 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..482822d
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        235.12 ± 5.24 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         18.36 ± 0.01 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
diff --git a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..2aa7628
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 |           pp512 |        183.05 ± 1.84 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 |           tg128 |         21.31 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..9159adc
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        102.85 ± 0.15 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         18.76 ± 0.02 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_radv__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_radv__fa1.log
new file mode 100644
index 0000000..ebcc2cb
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 |           pp512 |        239.56 ± 7.45 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 |           tg128 |         21.68 ± 0.38 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..ba5992f
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-122B-A10B-UD-Q5_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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        203.34 ± 0.47 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         20.09 ± 0.02 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm-7_2__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm-7_2__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm-7_2__fa1.log
rename to benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm-7_2__fa1.log
diff --git a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm-7_2__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm-7_2__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm-7_2__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm-7_2__fa1__longctx32768.log
diff --git a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm-7_2__hblt0__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm-7_2__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm-7_2__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm-7_2__hblt0__fa1.log
diff --git a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..955738e
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           pp512 |        544.11 ± 3.06 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           tg128 |         21.40 ± 0.01 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..19940ae
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        407.19 ± 1.96 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         21.59 ± 0.01 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1.log
diff --git a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm6_4_4__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..3151c98
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           pp512 |       541.57 ± 11.33 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           tg128 |         23.69 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..25444a3
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        441.64 ± 9.63 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         22.18 ± 0.01 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1.log
diff --git a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm7-nightlies__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..ec9c2e2
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-35B-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           pp512 |        122.56 ± 0.40 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           tg128 |         11.56 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..af1901a
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-35B-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         97.32 ± 0.17 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         10.95 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_radv__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_radv__fa1.log
new file mode 100644
index 0000000..d914309
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-35B-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           pp512 |        309.96 ± 4.20 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           tg128 |         10.79 ± 0.01 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..a17d6c3
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-35B-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        258.85 ± 0.77 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         10.39 ± 0.01 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm-7_2__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm-7_2__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm-7_2__fa1.log
rename to benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm-7_2__fa1.log
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm-7_2__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm-7_2__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm-7_2__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm-7_2__fa1__longctx32768.log
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm-7_2__hblt0__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm-7_2__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm-7_2__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm-7_2__hblt0__fa1.log
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm-7_2__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm-7_2__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm-7_2__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm-7_2__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm6_4_4__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..77bc2b3
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           pp512 |       1079.44 ± 6.76 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           tg128 |         46.46 ± 0.01 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..28cdd02
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        762.29 ± 2.68 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         40.46 ± 0.02 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm6_4_4__hblt0__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm6_4_4__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm6_4_4__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm6_4_4__hblt0__fa1.log
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm7-nightlies__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..f34ef08
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           pp512 |       1092.86 ± 9.42 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           tg128 |         48.16 ± 0.30 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..ca64073
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        655.39 ± 2.00 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         41.90 ± 0.03 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm7-nightlies__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm7-nightlies__hblt0__fa1.log
rename to benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm7-nightlies__hblt0__fa1.log
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_amdvlk__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..a947901
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           pp512 |        661.63 ± 3.14 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           tg128 |         58.16 ± 0.08 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..dcdc814
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        288.86 ± 0.53 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         44.24 ± 0.09 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_radv__fa1.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_radv__fa1.log
new file mode 100644
index 0000000..bc44011
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           pp512 |      1013.40 ± 39.22 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           tg128 |         59.13 ± 0.07 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_radv__fa1__longctx32768.log b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..2945779
--- /dev/null
+++ b/benchmark/results/29-03-2026/Qwen3.5-35B-A3B-UD-Q4_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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        673.55 ± 0.64 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         48.93 ± 0.13 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__fa1.log b/benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__fa1.log
similarity index 100%
rename from benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__fa1.log
rename to benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__fa1.log
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__fa1__longctx32768.log b/benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__fa1__longctx32768.log
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__hblt0__fa1.log b/benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__hblt0__fa1.log
rename to benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__hblt0__fa1.log
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1.log b/benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1.log
similarity index 100%
rename from benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1.log
rename to benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1.log
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log b/benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log
rename to benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1.log
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm6_4_4__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__fa1.log b/benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__fa1.log
similarity index 100%
rename from benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__fa1.log
rename to benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__fa1.log
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log
rename to benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1.log
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__rocm7-nightlies__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1.log b/benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1.log
similarity index 100%
rename from benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1.log
rename to benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1.log
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/29-03-2026/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log
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diff --git a/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1.log b/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1.log
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+++ b/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |        648.44 ± 6.33 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |    0 |           tg128 |         49.85 ± 0.04 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
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+++ b/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |        442.64 ± 0.84 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         39.69 ± 0.34 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1.log b/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1.log
rename to benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1.log
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm6_4_4__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__fa1.log b/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..d70f3d4
--- /dev/null
+++ b/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |       596.69 ± 97.42 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |    0 |           tg128 |         51.38 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..9670ec2
--- /dev/null
+++ b/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |        308.13 ± 1.66 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         35.43 ± 8.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
rename to benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__hblt0__fa1.log
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__rocm7-nightlies__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_amdvlk__fa1.log b/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..e8675e6
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 |        576.81 ± 2.43 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |           tg128 |         51.18 ± 0.04 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..315ed48
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 |        213.74 ± 0.68 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         34.52 ± 0.07 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_radv__fa1.log b/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_radv__fa1.log
new file mode 100644
index 0000000..c0ad41d
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 |       633.21 ± 13.06 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |           tg128 |         56.15 ± 0.02 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_radv__fa1__longctx32768.log b/benchmark/results/29-03-2026/gpt-oss-120b-mxfp4-00001-of-00003__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..fae75b7
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 |        287.49 ± 1.21 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         42.67 ± 0.03 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7_2__fa1.log b/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm-7_2__fa1.log
similarity index 100%
rename from benchmark/results/gpt-oss-20b-mxfp4__rocm-7_2__fa1.log
rename to benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm-7_2__fa1.log
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7_2__fa1__longctx32768.log b/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm-7_2__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gpt-oss-20b-mxfp4__rocm-7_2__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm-7_2__fa1__longctx32768.log
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7_2__hblt0__fa1.log b/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm-7_2__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/gpt-oss-20b-mxfp4__rocm-7_2__hblt0__fa1.log
rename to benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm-7_2__hblt0__fa1.log
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7_2__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm-7_2__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gpt-oss-20b-mxfp4__rocm-7_2__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm-7_2__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm6_4_4__fa1.log b/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..a7cf323
--- /dev/null
+++ b/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |      1691.01 ± 16.68 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |    0 |           tg128 |         72.07 ± 0.01 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..45bb062
--- /dev/null
+++ b/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |        730.11 ± 1.16 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         57.02 ± 0.07 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1.log b/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1.log
rename to benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1.log
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm6_4_4__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm7-nightlies__fa1.log b/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..932a36a
--- /dev/null
+++ b/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |      1668.50 ± 13.61 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |    0 |           tg128 |         72.68 ± 0.10 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..65c4caa
--- /dev/null
+++ b/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |        507.77 ± 2.81 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         57.46 ± 0.02 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm7-nightlies__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/gpt-oss-20b-mxfp4__rocm7-nightlies__hblt0__fa1.log
rename to benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm7-nightlies__hblt0__fa1.log
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm7-nightlies__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gpt-oss-20b-mxfp4__rocm7-nightlies__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__rocm7-nightlies__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1.log b/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..fa14b74
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 |       1303.99 ± 6.84 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |           tg128 |         73.68 ± 0.08 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..99d5ac7
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 |        364.73 ± 0.33 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         49.99 ± 0.21 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__vulkan_radv__fa1.log b/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__vulkan_radv__fa1.log
new file mode 100644
index 0000000..917f775
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 |      1577.96 ± 12.64 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |           tg128 |         78.94 ± 0.01 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__vulkan_radv__fa1__longctx32768.log b/benchmark/results/29-03-2026/gpt-oss-20b-mxfp4__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..97ddca5
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 |        541.12 ± 0.20 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         60.77 ± 0.08 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm-7_2__fa1.log b/benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm-7_2__fa1.log
similarity index 100%
rename from benchmark/results/llama-2-7b.Q4_0__rocm-7_2__fa1.log
rename to benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm-7_2__fa1.log
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm-7_2__fa1__longctx32768.log b/benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm-7_2__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/llama-2-7b.Q4_0__rocm-7_2__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm-7_2__fa1__longctx32768.log
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm-7_2__hblt0__fa1.log b/benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm-7_2__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/llama-2-7b.Q4_0__rocm-7_2__hblt0__fa1.log
rename to benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm-7_2__hblt0__fa1.log
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm-7_2__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm-7_2__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/llama-2-7b.Q4_0__rocm-7_2__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm-7_2__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm6_4_4__fa1.log b/benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..5103c84
--- /dev/null
+++ b/benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |       1528.37 ± 6.40 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           tg128 |         51.14 ± 0.02 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..e0b84ff
--- /dev/null
+++ b/benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |        196.35 ± 2.62 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          6.97 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1.log b/benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1.log
rename to benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1.log
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm6_4_4__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm7-nightlies__fa1.log b/benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..6e1ba6a
--- /dev/null
+++ b/benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |       1507.68 ± 1.23 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           tg128 |         51.41 ± 0.14 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..c083ed2
--- /dev/null
+++ b/benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |        206.97 ± 1.96 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          5.62 ± 0.00 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm7-nightlies__hblt0__fa1.log b/benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm7-nightlies__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/llama-2-7b.Q4_0__rocm7-nightlies__hblt0__fa1.log
rename to benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm7-nightlies__hblt0__fa1.log
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm7-nightlies__hblt0__fa1__longctx32768.log b/benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm7-nightlies__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/llama-2-7b.Q4_0__rocm7-nightlies__hblt0__fa1__longctx32768.log
rename to benchmark/results/29-03-2026/llama-2-7b.Q4_0__rocm7-nightlies__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/29-03-2026/llama-2-7b.Q4_0__vulkan_amdvlk__fa1.log b/benchmark/results/29-03-2026/llama-2-7b.Q4_0__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..a1c3881
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 |        324.82 ± 0.45 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |           tg128 |         55.43 ± 0.14 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/llama-2-7b.Q4_0__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/29-03-2026/llama-2-7b.Q4_0__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..0c19fe3
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 |        144.29 ± 1.09 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         10.20 ± 0.01 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/llama-2-7b.Q4_0__vulkan_radv__fa1.log b/benchmark/results/29-03-2026/llama-2-7b.Q4_0__vulkan_radv__fa1.log
new file mode 100644
index 0000000..f0e5a2f
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 |       1313.97 ± 1.29 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |           tg128 |         55.59 ± 0.05 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/llama-2-7b.Q4_0__vulkan_radv__fa1__longctx32768.log b/benchmark/results/29-03-2026/llama-2-7b.Q4_0__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..50c5ec7
--- /dev/null
+++ b/benchmark/results/29-03-2026/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 |        208.18 ± 2.24 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          8.52 ± 0.01 |
+
+build: 2405d59cb (8577)
diff --git a/benchmark/results/29-03-2026/system_info.json b/benchmark/results/29-03-2026/system_info.json
new file mode 100644
index 0000000..2efeb7c
--- /dev/null
+++ b/benchmark/results/29-03-2026/system_info.json
@@ -0,0 +1 @@
+{"distro": "Fedora Linux 43 (Workstation Edition)", "kernel": "6.19.9-200.fc43.x86_64", "linux_firmware": "linux-firmware-20260309-1.fc43.noarch", "timestamp": "29 Mar 2026"}
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2_1__fa1.log b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2_1__fa1.log
new file mode 100644
index 0000000..2e9926a
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2_1__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |         78.36 ± 0.04 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           tg128 |          2.99 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2_1__fa1__longctx32768.log b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2_1__fa1__longctx32768.log
new file mode 100644
index 0000000..488e9b3
--- /dev/null
+++ b/benchmark/results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2_1__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |         17.67 ± 0.05 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          2.08 ± 0.01 |
+
+build: 3f8752b55 (8743)
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 1e98d22..f2036b6 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | 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 |         78.37 ± 0.13 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           pp512 |         78.40 ± 0.10 |
 | llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           tg128 |          2.76 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 8999b32..d77eb38 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | 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 |         17.56 ± 0.07 |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          2.09 ± 0.00 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         17.57 ± 0.05 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          2.09 ± 0.01 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 29499ed..2a7f425 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | 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 |         80.49 ± 0.14 |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           tg128 |          2.99 ± 0.00 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           pp512 |         78.06 ± 0.06 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |  1 |    0 |           tg128 |          2.95 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 dedaf41..b6b5178 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | 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 |         21.15 ± 0.06 |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          2.07 ± 0.01 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         18.34 ± 0.14 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          2.06 ± 0.01 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 4540fd9..7e0aed4 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
@@ -1,24 +1,24 @@
 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
-/lib64/libggml-base.so.0(+0x3c25) [0x7f8003c3bc25]
-/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f8003c3bfeb]
-/lib64/libggml-base.so.0(+0x16669) [0x7f8003c4e669]
-/lib64/libstdc++.so.6(+0x1ebfc) [0x7f80033b2bfc]
-/lib64/libstdc++.so.6(_ZSt10unexpectedv+0x0) [0x7f800339cd3a]
-/lib64/libstdc++.so.6(+0x1eea8) [0x7f80033b2ea8]
-/lib64/libggml-vulkan.so.0(+0x14f76) [0x7f8003cf6f76]
-/lib64/libggml-vulkan.so.0(+0x13597f) [0x7f8003e1797f]
-/lib64/libggml-vulkan.so.0(+0x136411) [0x7f8003e18411]
-/lib64/libggml-base.so.0(ggml_backend_sched_graph_compute_async+0x7f3) [0x7f8003c574d3]
-/lib64/libllama.so.0(_ZN13llama_context13graph_computeEP11ggml_cgraphb+0xa0) [0x7f800756ce70]
-/lib64/libllama.so.0(_ZN13llama_context14process_ubatchERK12llama_ubatch14llm_graph_typeP22llama_memory_context_iR11ggml_status+0xe5) [0x7f800756f445]
-/lib64/libllama.so.0(_ZN13llama_context6decodeERK11llama_batch+0x35f) [0x7f8007575aaf]
-/lib64/libllama.so.0(llama_decode+0xe) [0x7f800757742e]
-/usr/sbin/llama-bench() [0x41cc3b]
-/usr/sbin/llama-bench() [0x41977f]
-/lib64/libc.so.6(+0x35b5) [0x7f80030835b5]
-/lib64/libc.so.6(__libc_start_main+0x88) [0x7f8003083668]
-/usr/sbin/llama-bench() [0x41b595]
+/lib64/libggml-base.so.0(+0x4465) [0x7f656fe92465]
+/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f656fe9282b]
+/lib64/libggml-base.so.0(+0x16ed9) [0x7f656fea4ed9]
+/lib64/libstdc++.so.6(+0x1ebfc) [0x7f656f608bfc]
+/lib64/libstdc++.so.6(_ZSt10unexpectedv+0x0) [0x7f656f5f2d3a]
+/lib64/libstdc++.so.6(+0x1eea8) [0x7f656f608ea8]
+/lib64/libggml-vulkan.so.0(+0x157c0) [0x7f656ff607c0]
+/lib64/libggml-vulkan.so.0(+0x13fa8f) [0x7f657008aa8f]
+/lib64/libggml-vulkan.so.0(+0x140521) [0x7f657008b521]
+/lib64/libggml-base.so.0(ggml_backend_sched_graph_compute_async+0x7f3) [0x7f656feae553]
+/lib64/libllama.so.0(_ZN13llama_context13graph_computeEP11ggml_cgraphb+0xa0) [0x7f6573ac9530]
+/lib64/libllama.so.0(_ZN13llama_context14process_ubatchERK12llama_ubatch14llm_graph_typeP22llama_memory_context_iR11ggml_status+0xe5) [0x7f6573acbb05]
+/lib64/libllama.so.0(_ZN13llama_context6decodeERK11llama_batch+0x35f) [0x7f6573ad226f]
+/lib64/libllama.so.0(llama_decode+0xe) [0x7f6573ad3bee]
+/usr/sbin/llama-bench() [0x41a1bb]
+/usr/sbin/llama-bench() [0x416c49]
+/lib64/libc.so.6(+0x35b5) [0x7f656f2d95b5]
+/lib64/libc.so.6(__libc_start_main+0x88) [0x7f656f2d9668]
+/usr/sbin/llama-bench() [0x4189d5]
 terminate called after throwing an instance of 'vk::DeviceLostError'
   what():  vk::Queue::submit: ErrorDeviceLost
 ✖ ! [vulkan_amdvlk] Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__fa1 failed (exit 0)
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 8d7f3ff..1ff0669 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
@@ -1,23 +1,23 @@
 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
-/lib64/libggml-base.so.0(+0x3c25) [0x7f34c7070c25]
-/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f34c7070feb]
-/lib64/libggml-base.so.0(+0x16669) [0x7f34c7083669]
-/lib64/libstdc++.so.6(+0x1ebfc) [0x7f34c67e7bfc]
-/lib64/libstdc++.so.6(_ZSt10unexpectedv+0x0) [0x7f34c67d1d3a]
-/lib64/libstdc++.so.6(+0x1eea8) [0x7f34c67e7ea8]
-/lib64/libggml-vulkan.so.0(+0x16b68) [0x7f34c712db68]
-/lib64/libggml-vulkan.so.0(+0xfcfd0) [0x7f34c7213fd0]
-/lib64/libggml-base.so.0(ggml_backend_sched_graph_compute_async+0x3b2) [0x7f34c708c092]
-/lib64/libllama.so.0(_ZN13llama_context13graph_computeEP11ggml_cgraphb+0xa0) [0x7f34ca9a1e70]
-/lib64/libllama.so.0(_ZN13llama_context14process_ubatchERK12llama_ubatch14llm_graph_typeP22llama_memory_context_iR11ggml_status+0xe5) [0x7f34ca9a4445]
-/lib64/libllama.so.0(_ZN13llama_context6decodeERK11llama_batch+0x35f) [0x7f34ca9aaaaf]
-/lib64/libllama.so.0(llama_decode+0xe) [0x7f34ca9ac42e]
-/usr/sbin/llama-bench() [0x41cc3b]
-/usr/sbin/llama-bench() [0x41977f]
-/lib64/libc.so.6(+0x35b5) [0x7f34c64b85b5]
-/lib64/libc.so.6(__libc_start_main+0x88) [0x7f34c64b8668]
-/usr/sbin/llama-bench() [0x41b595]
+/lib64/libggml-base.so.0(+0x4465) [0x7f178fa50465]
+/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f178fa5082b]
+/lib64/libggml-base.so.0(+0x16ed9) [0x7f178fa62ed9]
+/lib64/libstdc++.so.6(+0x1ebfc) [0x7f178f1c6bfc]
+/lib64/libstdc++.so.6(_ZSt10unexpectedv+0x0) [0x7f178f1b0d3a]
+/lib64/libstdc++.so.6(+0x1eea8) [0x7f178f1c6ea8]
+/lib64/libggml-vulkan.so.0(+0x173b2) [0x7f178fb203b2]
+/lib64/libggml-vulkan.so.0(+0x1075d0) [0x7f178fc105d0]
+/lib64/libggml-base.so.0(ggml_backend_sched_graph_compute_async+0x3b2) [0x7f178fa6c112]
+/lib64/libllama.so.0(_ZN13llama_context13graph_computeEP11ggml_cgraphb+0xa0) [0x7f1793687530]
+/lib64/libllama.so.0(_ZN13llama_context14process_ubatchERK12llama_ubatch14llm_graph_typeP22llama_memory_context_iR11ggml_status+0xe5) [0x7f1793689b05]
+/lib64/libllama.so.0(_ZN13llama_context6decodeERK11llama_batch+0x35f) [0x7f179369026f]
+/lib64/libllama.so.0(llama_decode+0xe) [0x7f1793691bee]
+/usr/sbin/llama-bench() [0x41a1bb]
+/usr/sbin/llama-bench() [0x416c49]
+/lib64/libc.so.6(+0x35b5) [0x7f178ee975b5]
+/lib64/libc.so.6(__libc_start_main+0x88) [0x7f178ee97668]
+/usr/sbin/llama-bench() [0x4189d5]
 terminate called after throwing an instance of 'vk::DeviceLostError'
   what():  vk::Queue::submit: ErrorDeviceLost
 ✖ ! [vulkan_amdvlk] Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__fa1 __longctx32768 failed (exit 0)
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 1c52acf..b4ac940 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
@@ -2,7 +2,7 @@ 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 |         47.20 ± 0.03 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 |           pp512 |         46.91 ± 0.02 |
 | llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 |           tg128 |          2.99 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 eb50e64..cc9c080 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
@@ -2,7 +2,7 @@ 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 |          7.39 ± 0.02 |
-| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          2.60 ± 0.00 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |          7.32 ± 0.01 |
+| llama ?B Q4_K - Medium         |  70.31 GiB |   125.03 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          2.59 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2_1__fa1.log b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2_1__fa1.log
new file mode 100644
index 0000000..ac65f9e
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2_1__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           pp512 |        404.18 ± 1.94 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           tg128 |         20.88 ± 0.01 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2_1__fa1__longctx32768.log b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2_1__fa1__longctx32768.log
new file mode 100644
index 0000000..67fbf08
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2_1__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         88.16 ± 0.08 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         15.07 ± 0.20 |
+
+build: 3f8752b55 (8743)
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
index 8bc6dfa..d1f71ff 100644
--- 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
@@ -1,8 +1,2 @@
 ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           pp512 |        435.72 ± 2.11 |
-| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           tg128 |         21.38 ± 0.00 |
-
-build: 2405d59cb (8577)
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
index f8af5b7..9250782 100644
--- 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           pp512 |        393.19 ± 1.92 |
-| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           tg128 |         19.36 ± 0.00 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           pp512 |        392.81 ± 1.96 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           tg128 |         18.97 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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
index 431595d..4662794 100644
--- 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         94.74 ± 0.05 |
-| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         15.06 ± 0.18 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         94.55 ± 0.17 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         14.89 ± 0.01 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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
index 3da36d8..5735731 100644
--- 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           pp512 |        476.23 ± 2.21 |
-| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           tg128 |         21.36 ± 0.00 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           pp512 |        400.57 ± 4.10 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           tg128 |         19.39 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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
index 8a819b6..ef19e5d 100644
--- 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         86.79 ± 0.15 |
-| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         15.32 ± 0.00 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         86.01 ± 0.04 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         14.86 ± 0.03 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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
index 1400856..e2f4794 100644
--- 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
@@ -2,7 +2,7 @@ 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 |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           pp512 |        114.88 ± 0.15 |
-| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           tg128 |         10.48 ± 0.00 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           pp512 |        114.94 ± 0.15 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           tg128 |         10.48 ± 0.01 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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
index 0c10034..2dc96f2 100644
--- 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
@@ -2,7 +2,7 @@ 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 |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         10.15 ± 0.00 |
-| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          5.05 ± 0.00 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         10.14 ± 0.00 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          5.04 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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
index 2c91e29..a0c45c2 100644
--- 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
@@ -2,7 +2,7 @@ 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 |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           pp512 |        342.11 ± 5.47 |
-| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           tg128 |          9.48 ± 0.02 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           pp512 |        326.36 ± 4.62 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           tg128 |          9.50 ± 0.02 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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
index d0eb79f..8e29b1a 100644
--- 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
@@ -2,7 +2,7 @@ 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 |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        102.93 ± 0.11 |
-| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          7.82 ± 0.01 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        102.00 ± 0.06 |
+| deepseek2 30B.A3B BF16         |  55.79 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          7.82 ± 0.02 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2_1__fa1.log b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2_1__fa1.log
new file mode 100644
index 0000000..bf4287e
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2_1__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           pp512 |        914.78 ± 3.38 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           tg128 |         32.73 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2_1__fa1__longctx32768.log b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2_1__fa1__longctx32768.log
new file mode 100644
index 0000000..20f5d80
--- /dev/null
+++ b/benchmark/results/GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2_1__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         91.49 ± 0.75 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         20.47 ± 0.00 |
+
+build: 3f8752b55 (8743)
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
index 5f26656..45a93b4 100644
--- 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           pp512 |        903.39 ± 1.04 |
-| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           tg128 |         31.04 ± 0.01 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           pp512 |        903.01 ± 2.32 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           tg128 |         30.77 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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
index 8dc2481..84cc9c5 100644
--- 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         99.84 ± 0.23 |
-| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         20.33 ± 0.00 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         99.70 ± 0.23 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         19.93 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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
index 37c4d87..a2cc15a 100644
--- 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           pp512 |       902.85 ± 59.94 |
-| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           tg128 |         33.16 ± 0.00 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           pp512 |       888.70 ± 38.05 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |  1 |    0 |           tg128 |         32.81 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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
index d4a1f68..ac18d67 100644
--- 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         89.75 ± 0.31 |
-| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         20.59 ± 0.00 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         89.53 ± 0.09 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         20.47 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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
index fcd1fbe..57fea0d 100644
--- 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
@@ -2,7 +2,7 @@ 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 |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           pp512 |        499.98 ± 1.29 |
-| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           tg128 |         39.01 ± 0.01 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           pp512 |        499.74 ± 1.49 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           tg128 |         39.02 ± 0.02 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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
index e9e723c..7615176 100644
--- 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
@@ -1,23 +1,24 @@
 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
-/lib64/libggml-base.so.0(+0x3c25) [0x7fa3d16b4c25]
-/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7fa3d16b4feb]
-/lib64/libggml-base.so.0(+0x16669) [0x7fa3d16c7669]
-/lib64/libstdc++.so.6(+0x1ebfc) [0x7fa3d0e2bbfc]
-/lib64/libstdc++.so.6(_ZSt10unexpectedv+0x0) [0x7fa3d0e15d3a]
-/lib64/libstdc++.so.6(+0x1eea8) [0x7fa3d0e2bea8]
-/lib64/libggml-vulkan.so.0(+0x16b68) [0x7fa3d1771b68]
-/lib64/libggml-vulkan.so.0(+0xfcfd0) [0x7fa3d1857fd0]
-/lib64/libggml-base.so.0(ggml_backend_sched_graph_compute_async+0x3b2) [0x7fa3d16d0092]
-/lib64/libllama.so.0(_ZN13llama_context13graph_computeEP11ggml_cgraphb+0xa0) [0x7fa3d4fe5e70]
-/lib64/libllama.so.0(_ZN13llama_context14process_ubatchERK12llama_ubatch14llm_graph_typeP22llama_memory_context_iR11ggml_status+0xe5) [0x7fa3d4fe8445]
-/lib64/libllama.so.0(_ZN13llama_context6decodeERK11llama_batch+0x35f) [0x7fa3d4feeaaf]
-/lib64/libllama.so.0(llama_decode+0xe) [0x7fa3d4ff042e]
-/usr/sbin/llama-bench() [0x41cc3b]
-/usr/sbin/llama-bench() [0x419a10]
-/lib64/libc.so.6(+0x35b5) [0x7fa3d0afc5b5]
-/lib64/libc.so.6(__libc_start_main+0x88) [0x7fa3d0afc668]
-/usr/sbin/llama-bench() [0x41b595]
+/lib64/libggml-base.so.0(+0x4465) [0x7f03039c2465]
+/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f03039c282b]
+/lib64/libggml-base.so.0(+0x16ed9) [0x7f03039d4ed9]
+/lib64/libstdc++.so.6(+0x1ebfc) [0x7f0303138bfc]
+/lib64/libstdc++.so.6(_ZSt10unexpectedv+0x0) [0x7f0303122d3a]
+/lib64/libstdc++.so.6(+0x1eea8) [0x7f0303138ea8]
+/lib64/libggml-vulkan.so.0(+0x157c0) [0x7f0303a907c0]
+/lib64/libggml-vulkan.so.0(+0x13f96a) [0x7f0303bba96a]
+/lib64/libggml-vulkan.so.0(+0x140521) [0x7f0303bbb521]
+/lib64/libggml-base.so.0(ggml_backend_sched_graph_compute_async+0x7f3) [0x7f03039de553]
+/lib64/libllama.so.0(_ZN13llama_context13graph_computeEP11ggml_cgraphb+0xa0) [0x7f03075f9530]
+/lib64/libllama.so.0(_ZN13llama_context14process_ubatchERK12llama_ubatch14llm_graph_typeP22llama_memory_context_iR11ggml_status+0xe5) [0x7f03075fbb05]
+/lib64/libllama.so.0(_ZN13llama_context6decodeERK11llama_batch+0x35f) [0x7f030760226f]
+/lib64/libllama.so.0(llama_decode+0xe) [0x7f0307603bee]
+/usr/sbin/llama-bench() [0x41a1bb]
+/usr/sbin/llama-bench() [0x416ec6]
+/lib64/libc.so.6(+0x35b5) [0x7f0302e095b5]
+/lib64/libc.so.6(__libc_start_main+0x88) [0x7f0302e09668]
+/usr/sbin/llama-bench() [0x4189d5]
 terminate called after throwing an instance of 'vk::DeviceLostError'
   what():  vk::Queue::submit: ErrorDeviceLost
 ✖ ! [vulkan_amdvlk] GLM-4.7-Flash-UD-Q8_K_XL__fa1 __longctx32768 failed (exit 0)
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
index c84fe4a..fd4bd04 100644
--- 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
@@ -2,7 +2,7 @@ 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 |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           pp512 |        853.46 ± 6.70 |
-| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           tg128 |         40.38 ± 1.22 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           pp512 |        875.80 ± 2.04 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |           tg128 |         40.19 ± 1.39 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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
index 3b8a27e..df14c95 100644
--- 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
@@ -2,7 +2,7 @@ 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 |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        133.27 ± 0.03 |
-| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         21.17 ± 0.01 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        134.10 ± 0.07 |
+| deepseek2 30B.A3B Q8_0         |  32.70 GiB |    29.94 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         21.18 ± 0.03 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2_1__fa1.log b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2_1__fa1.log
new file mode 100644
index 0000000..8317da0
--- /dev/null
+++ b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2_1__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           pp512 |        747.81 ± 7.01 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           tg128 |          8.42 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2_1__fa1__longctx32768.log b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2_1__fa1__longctx32768.log
new file mode 100644
index 0000000..783e117
--- /dev/null
+++ b/benchmark/results/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2_1__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |        182.77 ± 1.55 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          7.08 ± 0.00 |
+
+build: 3f8752b55 (8743)
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 aaf2ed8..7303ffc 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           pp512 |        706.16 ± 3.76 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           pp512 |        716.84 ± 2.31 |
 | mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           tg128 |          8.39 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 f03361f..644eac3 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | 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 |        166.61 ± 1.47 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        166.12 ± 0.76 |
 | mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          7.05 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 4bfad54..3609ee1 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           pp512 |        881.45 ± 3.04 |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           tg128 |          8.44 ± 0.00 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           pp512 |        726.92 ± 2.95 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |  1 |    0 |           tg128 |          8.43 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 e15c3d6..37b0832 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | 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 |        213.50 ± 0.70 |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          7.08 ± 0.00 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        162.40 ± 0.45 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          7.07 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 47e06e4..43d4db9 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
@@ -1,23 +1,23 @@
 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
-/lib64/libggml-base.so.0(+0x3c25) [0x7f9947881c25]
-/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f9947881feb]
-/lib64/libggml-base.so.0(+0x16669) [0x7f9947894669]
-/lib64/libstdc++.so.6(+0x1ebfc) [0x7f9946ff8bfc]
-/lib64/libstdc++.so.6(_ZSt10unexpectedv+0x0) [0x7f9946fe2d3a]
-/lib64/libstdc++.so.6(+0x1eea8) [0x7f9946ff8ea8]
-/lib64/libggml-vulkan.so.0(+0x16b68) [0x7f994793eb68]
-/lib64/libggml-vulkan.so.0(+0xfcfd0) [0x7f9947a24fd0]
-/lib64/libggml-base.so.0(ggml_backend_sched_graph_compute_async+0x3b2) [0x7f994789d092]
-/lib64/libllama.so.0(_ZN13llama_context13graph_computeEP11ggml_cgraphb+0xa0) [0x7f994b1b2e70]
-/lib64/libllama.so.0(_ZN13llama_context14process_ubatchERK12llama_ubatch14llm_graph_typeP22llama_memory_context_iR11ggml_status+0xe5) [0x7f994b1b5445]
-/lib64/libllama.so.0(_ZN13llama_context6decodeERK11llama_batch+0x35f) [0x7f994b1bbaaf]
-/lib64/libllama.so.0(llama_decode+0xe) [0x7f994b1bd42e]
-/usr/sbin/llama-bench() [0x41cc3b]
-/usr/sbin/llama-bench() [0x419a10]
-/lib64/libc.so.6(+0x35b5) [0x7f9946cc95b5]
-/lib64/libc.so.6(__libc_start_main+0x88) [0x7f9946cc9668]
-/usr/sbin/llama-bench() [0x41b595]
+/lib64/libggml-base.so.0(+0x4465) [0x7f143de79465]
+/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f143de7982b]
+/lib64/libggml-base.so.0(+0x16ed9) [0x7f143de8bed9]
+/lib64/libstdc++.so.6(+0x1ebfc) [0x7f143d5efbfc]
+/lib64/libstdc++.so.6(_ZSt10unexpectedv+0x0) [0x7f143d5d9d3a]
+/lib64/libstdc++.so.6(+0x1eea8) [0x7f143d5efea8]
+/lib64/libggml-vulkan.so.0(+0x173b2) [0x7f143df493b2]
+/lib64/libggml-vulkan.so.0(+0x1075d0) [0x7f143e0395d0]
+/lib64/libggml-base.so.0(ggml_backend_sched_graph_compute_async+0x3b2) [0x7f143de95112]
+/lib64/libllama.so.0(_ZN13llama_context13graph_computeEP11ggml_cgraphb+0xa0) [0x7f1441ab0530]
+/lib64/libllama.so.0(_ZN13llama_context14process_ubatchERK12llama_ubatch14llm_graph_typeP22llama_memory_context_iR11ggml_status+0xe5) [0x7f1441ab2b05]
+/lib64/libllama.so.0(_ZN13llama_context6decodeERK11llama_batch+0x35f) [0x7f1441ab926f]
+/lib64/libllama.so.0(llama_decode+0xe) [0x7f1441ababee]
+/usr/sbin/llama-bench() [0x41a1bb]
+/usr/sbin/llama-bench() [0x416ec6]
+/lib64/libc.so.6(+0x35b5) [0x7f143d2c05b5]
+/lib64/libc.so.6(__libc_start_main+0x88) [0x7f143d2c0668]
+/usr/sbin/llama-bench() [0x4189d5]
 terminate called after throwing an instance of 'vk::DeviceLostError'
   what():  vk::Queue::submit: ErrorDeviceLost
 ✖ ! [vulkan_amdvlk] Ministral-3-14B-Instruct-2512-BF16__fa1 failed (exit 0)
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 59b5b4b..3fad042 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
@@ -1,23 +1,23 @@
 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
-/lib64/libggml-base.so.0(+0x3c25) [0x7f4bc4c80c25]
-/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f4bc4c80feb]
-/lib64/libggml-base.so.0(+0x16669) [0x7f4bc4c93669]
-/lib64/libstdc++.so.6(+0x1ebfc) [0x7f4bc43f7bfc]
-/lib64/libstdc++.so.6(_ZSt10unexpectedv+0x0) [0x7f4bc43e1d3a]
-/lib64/libstdc++.so.6(+0x1eea8) [0x7f4bc43f7ea8]
-/lib64/libggml-vulkan.so.0(+0x16b68) [0x7f4bc4d3db68]
-/lib64/libggml-vulkan.so.0(+0xfcfd0) [0x7f4bc4e23fd0]
-/lib64/libggml-base.so.0(ggml_backend_sched_graph_compute_async+0x3b2) [0x7f4bc4c9c092]
-/lib64/libllama.so.0(_ZN13llama_context13graph_computeEP11ggml_cgraphb+0xa0) [0x7f4bc85b1e70]
-/lib64/libllama.so.0(_ZN13llama_context14process_ubatchERK12llama_ubatch14llm_graph_typeP22llama_memory_context_iR11ggml_status+0xe5) [0x7f4bc85b4445]
-/lib64/libllama.so.0(_ZN13llama_context6decodeERK11llama_batch+0x35f) [0x7f4bc85baaaf]
-/lib64/libllama.so.0(llama_decode+0xe) [0x7f4bc85bc42e]
-/usr/sbin/llama-bench() [0x41cc3b]
-/usr/sbin/llama-bench() [0x41977f]
-/lib64/libc.so.6(+0x35b5) [0x7f4bc40c85b5]
-/lib64/libc.so.6(__libc_start_main+0x88) [0x7f4bc40c8668]
-/usr/sbin/llama-bench() [0x41b595]
+/lib64/libggml-base.so.0(+0x4465) [0x7f4a99ca1465]
+/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f4a99ca182b]
+/lib64/libggml-base.so.0(+0x16ed9) [0x7f4a99cb3ed9]
+/lib64/libstdc++.so.6(+0x1ebfc) [0x7f4a99417bfc]
+/lib64/libstdc++.so.6(_ZSt10unexpectedv+0x0) [0x7f4a99401d3a]
+/lib64/libstdc++.so.6(+0x1eea8) [0x7f4a99417ea8]
+/lib64/libggml-vulkan.so.0(+0x173b2) [0x7f4a99d713b2]
+/lib64/libggml-vulkan.so.0(+0x1075d0) [0x7f4a99e615d0]
+/lib64/libggml-base.so.0(ggml_backend_sched_graph_compute_async+0x3b2) [0x7f4a99cbd112]
+/lib64/libllama.so.0(_ZN13llama_context13graph_computeEP11ggml_cgraphb+0xa0) [0x7f4a9d8d8530]
+/lib64/libllama.so.0(_ZN13llama_context14process_ubatchERK12llama_ubatch14llm_graph_typeP22llama_memory_context_iR11ggml_status+0xe5) [0x7f4a9d8dab05]
+/lib64/libllama.so.0(_ZN13llama_context6decodeERK11llama_batch+0x35f) [0x7f4a9d8e126f]
+/lib64/libllama.so.0(llama_decode+0xe) [0x7f4a9d8e2bee]
+/usr/sbin/llama-bench() [0x41a1bb]
+/usr/sbin/llama-bench() [0x416c49]
+/lib64/libc.so.6(+0x35b5) [0x7f4a990e85b5]
+/lib64/libc.so.6(__libc_start_main+0x88) [0x7f4a990e8668]
+/usr/sbin/llama-bench() [0x4189d5]
 terminate called after throwing an instance of 'vk::DeviceLostError'
   what():  vk::Queue::submit: ErrorDeviceLost
 ✖ ! [vulkan_amdvlk] Ministral-3-14B-Instruct-2512-BF16__fa1 __longctx32768 failed (exit 0)
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 8311fc9..22f733b 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
@@ -2,7 +2,7 @@ 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 |        166.51 ± 0.62 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 |           pp512 |        164.20 ± 0.55 |
 | mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 |           tg128 |          7.94 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 645c378..d95eba5 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
@@ -2,7 +2,7 @@ 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 |         72.65 ± 0.24 |
-| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          6.70 ± 0.00 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         72.41 ± 0.21 |
+| mistral3 14B BF16              |  25.16 GiB |    13.51 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          6.71 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm-7_2_1__fa1.log b/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm-7_2_1__fa1.log
new file mode 100644
index 0000000..84442e0
--- /dev/null
+++ b/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm-7_2_1__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |  1 |    0 |           pp512 |        264.16 ± 1.43 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |  1 |    0 |           tg128 |         16.01 ± 0.04 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm-7_2_1__fa1__longctx32768.log b/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm-7_2_1__fa1__longctx32768.log
new file mode 100644
index 0000000..3ba1084
--- /dev/null
+++ b/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm-7_2_1__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        299.29 ± 0.40 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         15.59 ± 0.01 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm6_4_4__fa1.log b/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm6_4_4__fa1.log
index c181684..86597fe 100644
--- a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm6_4_4__fa1.log
+++ b/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm6_4_4__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |  1 |    0 |           pp512 |        260.98 ± 1.56 |
-| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |  1 |    0 |           tg128 |         15.60 ± 0.00 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |  1 |    0 |           pp512 |        261.51 ± 1.50 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |  1 |    0 |           tg128 |         15.63 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
index 6d79881..7d5f443 100644
--- a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
+++ b/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        324.69 ± 0.27 |
-| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         15.38 ± 0.01 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        323.83 ± 0.28 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         15.34 ± 0.01 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm7-nightlies__fa1.log b/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm7-nightlies__fa1.log
index 2b76326..229bdfb 100644
--- a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm7-nightlies__fa1.log
+++ b/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm7-nightlies__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |  1 |    0 |           pp512 |        228.50 ± 1.06 |
-| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |  1 |    0 |           tg128 |         16.07 ± 0.00 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |  1 |    0 |           pp512 |        232.54 ± 0.27 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |  1 |    0 |           tg128 |         15.81 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
index 39e5779..0446b85 100644
--- a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
+++ b/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        284.43 ± 0.38 |
-| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         15.76 ± 0.01 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        284.15 ± 0.23 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         15.34 ± 0.61 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log b/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log
index ecc3dbc..7fc882e 100644
--- a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log
+++ b/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log
@@ -2,7 +2,7 @@ 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 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 |           pp512 |        140.84 ± 0.27 |
-| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 |           tg128 |         13.97 ± 0.05 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 |           pp512 |        138.78 ± 0.58 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 |           tg128 |         14.45 ± 0.09 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
index fe06b04..83f7a70 100644
--- a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
+++ b/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
@@ -2,7 +2,7 @@ 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 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        106.21 ± 0.16 |
-| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         13.21 ± 0.32 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        104.96 ± 0.02 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         13.66 ± 0.21 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_radv__fa1.log b/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_radv__fa1.log
index cd213bb..412da30 100644
--- a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_radv__fa1.log
+++ b/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_radv__fa1.log
@@ -2,7 +2,7 @@ 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 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 |           pp512 |        190.66 ± 7.11 |
-| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 |           tg128 |         14.41 ± 0.03 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 |           pp512 |        191.97 ± 8.53 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 |           tg128 |         14.70 ± 0.35 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log b/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log
index 4618d0c..e3a63f3 100644
--- a/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log
+++ b/benchmark/results/NVIDIA-Nemotron-3-Super-120B-A12B-UD-Q4_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log
@@ -2,7 +2,7 @@ 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 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        191.12 ± 0.46 |
-| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         13.85 ± 0.26 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        185.90 ± 0.18 |
+| nemotron_h_moe 120B.A12B Q4_K - Medium |  78.02 GiB |   120.67 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         14.21 ± 0.38 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7_2_1__fa1.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7_2_1__fa1.log
new file mode 100644
index 0000000..9f9df90
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7_2_1__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |       1148.88 ± 7.32 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         67.80 ± 0.73 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7_2_1__fa1__longctx32768.log b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7_2_1__fa1__longctx32768.log
new file mode 100644
index 0000000..569cf72
--- /dev/null
+++ b/benchmark/results/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7_2_1__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |        194.78 ± 0.05 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         33.46 ± 0.02 |
+
+build: 3f8752b55 (8743)
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 9642b43..5011d54 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | 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 |       1170.01 ± 7.53 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         65.12 ± 0.03 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |       1167.77 ± 7.34 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         65.06 ± 0.02 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 ad3e381..724b2a2 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | 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 |        291.28 ± 0.14 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         32.65 ± 0.02 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        291.69 ± 0.26 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         32.81 ± 0.02 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 12481a0..acd091b 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | 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 |      1178.27 ± 10.86 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         69.46 ± 0.62 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           pp512 |       1185.86 ± 2.21 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |  1 |    0 |           tg128 |         68.95 ± 0.01 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 95d24a2..c0601b2 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | 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 |        209.14 ± 0.10 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         34.83 ± 0.02 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        203.21 ± 0.11 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         34.77 ± 0.02 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 b1b4b06..f60bdd6 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
@@ -2,7 +2,7 @@ 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 |        882.98 ± 3.84 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           tg128 |         80.84 ± 0.03 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           pp512 |        882.68 ± 3.83 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           tg128 |         80.48 ± 0.06 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 0e42549..ec6b25c 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
@@ -2,7 +2,7 @@ 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 |        111.65 ± 0.08 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         28.03 ± 0.02 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        111.69 ± 0.03 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         28.03 ± 0.03 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 3b18735..7d5e7d4 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
@@ -2,7 +2,7 @@ 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 |       1290.50 ± 7.83 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           tg128 |         83.79 ± 0.18 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           pp512 |       1145.07 ± 8.85 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |           tg128 |         82.16 ± 3.05 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 253d842..36ea50e 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
@@ -2,7 +2,7 @@ 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 |        194.26 ± 0.86 |
-| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         37.04 ± 0.04 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        194.38 ± 0.33 |
+| qwen3moe 30B.A3B Q4_K - Medium |  17.35 GiB |    30.53 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         37.09 ± 0.05 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm-7_2_1__fa1.log b/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm-7_2_1__fa1.log
new file mode 100644
index 0000000..c7315fb
--- /dev/null
+++ b/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm-7_2_1__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |  1 |    0 |           pp512 |        312.22 ± 2.95 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |  1 |    0 |           tg128 |         19.60 ± 0.06 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm-7_2_1__fa1__longctx32768.log b/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm-7_2_1__fa1__longctx32768.log
new file mode 100644
index 0000000..b3d3697
--- /dev/null
+++ b/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm-7_2_1__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        250.19 ± 0.15 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         15.88 ± 1.13 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm6_4_4__fa1.log b/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm6_4_4__fa1.log
index 83fa89a..23f86cc 100644
--- a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm6_4_4__fa1.log
+++ b/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm6_4_4__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |  1 |    0 |           pp512 |        311.68 ± 1.84 |
-| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |  1 |    0 |           tg128 |         18.77 ± 0.01 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |  1 |    0 |           pp512 |        316.73 ± 1.27 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |  1 |    0 |           tg128 |         18.86 ± 0.02 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
index 995277c..4842808 100644
--- a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm6_4_4__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        273.72 ± 1.22 |
-| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         17.91 ± 0.01 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        275.81 ± 1.62 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         17.90 ± 0.01 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm7-nightlies__fa1.log b/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm7-nightlies__fa1.log
index 0bb4c16..dbdb4c2 100644
--- a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm7-nightlies__fa1.log
+++ b/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm7-nightlies__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |  1 |    0 |           pp512 |        314.27 ± 4.13 |
-| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |  1 |    0 |           tg128 |         19.66 ± 0.00 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |  1 |    0 |           pp512 |        318.17 ± 2.18 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |  1 |    0 |           tg128 |         19.57 ± 0.14 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
index 482822d..5607dd4 100644
--- a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__rocm7-nightlies__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        235.12 ± 5.24 |
-| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         18.36 ± 0.01 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        223.61 ± 0.83 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         18.32 ± 0.01 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log b/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log
index 2aa7628..f1a164d 100644
--- a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log
+++ b/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_amdvlk__fa1.log
@@ -2,7 +2,7 @@ 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 |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 |           pp512 |        183.05 ± 1.84 |
-| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 |           tg128 |         21.31 ± 0.00 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 |           pp512 |        182.98 ± 1.82 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 |           tg128 |         21.33 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
index 9159adc..c587a4f 100644
--- a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_amdvlk__fa1__longctx32768.log
@@ -2,7 +2,7 @@ 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 |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        102.85 ± 0.15 |
-| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         18.76 ± 0.02 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        102.84 ± 0.14 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         18.77 ± 0.04 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_radv__fa1.log b/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_radv__fa1.log
index ebcc2cb..f531091 100644
--- a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_radv__fa1.log
+++ b/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_radv__fa1.log
@@ -2,7 +2,7 @@ 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 |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 |           pp512 |        239.56 ± 7.45 |
-| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 |           tg128 |         21.68 ± 0.38 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 |           pp512 |        241.15 ± 7.43 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 |           tg128 |         21.75 ± 0.24 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log b/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log
index ba5992f..502caf7 100644
--- a/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3.5-122B-A10B-UD-Q5_K_XL-00001-of-00003__vulkan_radv__fa1__longctx32768.log
@@ -2,7 +2,7 @@ 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 |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        203.34 ± 0.47 |
+| qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        202.99 ± 0.41 |
 | qwen35moe 122B.A10B Q5_K - Medium |  85.60 GiB |   122.11 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         20.09 ± 0.02 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm-7_2_1__fa1.log b/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm-7_2_1__fa1.log
new file mode 100644
index 0000000..f236f09
--- /dev/null
+++ b/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm-7_2_1__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           pp512 |        509.12 ± 4.29 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           tg128 |         23.63 ± 0.12 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm-7_2_1__fa1__longctx32768.log b/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm-7_2_1__fa1__longctx32768.log
new file mode 100644
index 0000000..c3274c3
--- /dev/null
+++ b/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm-7_2_1__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        390.80 ± 4.30 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         21.61 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1.log b/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1.log
index 955738e..ca09bdd 100644
--- a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1.log
+++ b/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           pp512 |        544.11 ± 3.06 |
-| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           tg128 |         21.40 ± 0.01 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           pp512 |        545.20 ± 3.50 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           tg128 |         21.99 ± 0.05 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
index 19940ae..5911d61 100644
--- a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        407.19 ± 1.96 |
-| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         21.59 ± 0.01 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        354.63 ± 1.42 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         21.65 ± 0.01 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1.log b/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1.log
index 3151c98..95db09a 100644
--- a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1.log
+++ b/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           pp512 |       541.57 ± 11.33 |
-| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           tg128 |         23.69 ± 0.00 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           pp512 |        512.14 ± 2.33 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           tg128 |         23.77 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
index 25444a3..75aff14 100644
--- a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        441.64 ± 9.63 |
-| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         22.18 ± 0.01 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        383.01 ± 0.52 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         22.11 ± 0.01 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1.log b/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1.log
index ec9c2e2..fbf9df3 100644
--- a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1.log
+++ b/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1.log
@@ -2,7 +2,7 @@ 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 |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           pp512 |        122.56 ± 0.40 |
-| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           tg128 |         11.56 ± 0.00 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           pp512 |        122.66 ± 0.28 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           tg128 |         11.56 ± 0.01 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
index af1901a..3ce022f 100644
--- a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
@@ -2,7 +2,7 @@ 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 |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         97.32 ± 0.17 |
-| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         10.95 ± 0.00 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         97.36 ± 0.07 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         10.94 ± 0.01 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_radv__fa1.log b/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_radv__fa1.log
index d914309..bb65d81 100644
--- a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_radv__fa1.log
+++ b/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_radv__fa1.log
@@ -2,7 +2,7 @@ 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 |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           pp512 |        309.96 ± 4.20 |
-| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           tg128 |         10.79 ± 0.01 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           pp512 |        317.93 ± 2.34 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           tg128 |         10.80 ± 0.01 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log b/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log
index a17d6c3..fc29ee0 100644
--- a/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3.5-35B-A3B-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log
@@ -2,7 +2,7 @@ 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 |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        258.85 ± 0.77 |
+| qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        258.29 ± 0.54 |
 | qwen35moe 35B.A3B BF16         |  64.60 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         10.39 ± 0.01 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm-7_2_1__fa1.log b/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm-7_2_1__fa1.log
new file mode 100644
index 0000000..6459dce
--- /dev/null
+++ b/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm-7_2_1__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           pp512 |       1098.31 ± 7.28 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           tg128 |         47.89 ± 0.32 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm-7_2_1__fa1__longctx32768.log b/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm-7_2_1__fa1__longctx32768.log
new file mode 100644
index 0000000..73fe55f
--- /dev/null
+++ b/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm-7_2_1__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        681.43 ± 0.74 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         40.19 ± 0.03 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm6_4_4__fa1.log b/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm6_4_4__fa1.log
index 77bc2b3..1de1e9d 100644
--- a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm6_4_4__fa1.log
+++ b/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm6_4_4__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           pp512 |       1079.44 ± 6.76 |
-| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           tg128 |         46.46 ± 0.01 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           pp512 |       1080.97 ± 5.37 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           tg128 |         45.98 ± 0.02 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm6_4_4__fa1__longctx32768.log
index 28cdd02..5a170f1 100644
--- a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm6_4_4__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm6_4_4__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        762.29 ± 2.68 |
-| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         40.46 ± 0.02 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        611.53 ± 0.52 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         40.17 ± 0.02 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm7-nightlies__fa1.log b/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm7-nightlies__fa1.log
index f34ef08..730ba29 100644
--- a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm7-nightlies__fa1.log
+++ b/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm7-nightlies__fa1.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           pp512 |       1092.86 ± 9.42 |
-| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           tg128 |         48.16 ± 0.30 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           pp512 |      1111.77 ± 11.14 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           tg128 |         47.94 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm7-nightlies__fa1__longctx32768.log
index ca64073..a8b07e2 100644
--- a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm7-nightlies__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__rocm7-nightlies__fa1__longctx32768.log
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        655.39 ± 2.00 |
-| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         41.90 ± 0.03 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        669.42 ± 1.32 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         41.96 ± 0.03 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_amdvlk__fa1.log b/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_amdvlk__fa1.log
index a947901..56a7d97 100644
--- a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_amdvlk__fa1.log
+++ b/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_amdvlk__fa1.log
@@ -2,7 +2,7 @@ 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 |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           pp512 |        661.63 ± 3.14 |
-| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           tg128 |         58.16 ± 0.08 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           pp512 |        663.48 ± 2.94 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           tg128 |         58.17 ± 0.04 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_amdvlk__fa1__longctx32768.log
index dcdc814..ea9d147 100644
--- a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_amdvlk__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_amdvlk__fa1__longctx32768.log
@@ -2,7 +2,7 @@ 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 |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        288.86 ± 0.53 |
-| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         44.24 ± 0.09 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        289.32 ± 1.23 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         44.23 ± 0.08 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_radv__fa1.log b/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_radv__fa1.log
index bc44011..38c9115 100644
--- a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_radv__fa1.log
+++ b/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_radv__fa1.log
@@ -2,7 +2,7 @@ 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 |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           pp512 |      1013.40 ± 39.22 |
-| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           tg128 |         59.13 ± 0.07 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           pp512 |      1016.96 ± 39.65 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           tg128 |         59.11 ± 0.06 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_radv__fa1__longctx32768.log b/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_radv__fa1__longctx32768.log
index 2945779..f00163a 100644
--- a/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_radv__fa1__longctx32768.log
+++ b/benchmark/results/Qwen3.5-35B-A3B-UD-Q4_K_XL__vulkan_radv__fa1__longctx32768.log
@@ -2,7 +2,7 @@ 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 |
 | ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        673.55 ± 0.64 |
-| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         48.93 ± 0.13 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        673.76 ± 0.15 |
+| qwen35moe 35B.A3B Q4_K - Medium |  20.70 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         49.03 ± 0.14 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__rocm-7_2_1__fa1.log b/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__rocm-7_2_1__fa1.log
new file mode 100644
index 0000000..4423708
--- /dev/null
+++ b/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__rocm-7_2_1__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B Q8_0         |  45.33 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           pp512 |        703.33 ± 5.75 |
+| qwen35moe 35B.A3B Q8_0         |  45.33 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           tg128 |         29.06 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__rocm-7_2_1__fa1__longctx32768.log b/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__rocm-7_2_1__fa1__longctx32768.log
new file mode 100644
index 0000000..be600e8
--- /dev/null
+++ b/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__rocm-7_2_1__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B Q8_0         |  45.33 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        489.36 ± 3.31 |
+| qwen35moe 35B.A3B Q8_0         |  45.33 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         26.31 ± 0.01 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__rocm6_4_4__fa1.log b/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..3d6dabe
--- /dev/null
+++ b/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B Q8_0         |  45.33 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           pp512 |        698.12 ± 4.53 |
+| qwen35moe 35B.A3B Q8_0         |  45.33 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           tg128 |         25.88 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..af70e44
--- /dev/null
+++ b/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B Q8_0         |  45.33 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        615.35 ± 3.03 |
+| qwen35moe 35B.A3B Q8_0         |  45.33 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         26.34 ± 0.01 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__rocm7-nightlies__fa1.log b/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..4db4f18
--- /dev/null
+++ b/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B Q8_0         |  45.33 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           pp512 |        697.35 ± 3.46 |
+| qwen35moe 35B.A3B Q8_0         |  45.33 GiB |    34.66 B | ROCm       |  99 |  1 |    0 |           tg128 |         28.10 ± 0.01 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..5a8312d
--- /dev/null
+++ b/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B Q8_0         |  45.33 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        553.41 ± 1.44 |
+| qwen35moe 35B.A3B Q8_0         |  45.33 GiB |    34.66 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         26.57 ± 0.01 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__vulkan_amdvlk__fa1.log b/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..6ee1f2c
--- /dev/null
+++ b/benchmark/results/Qwen3.5-35B-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B Q8_0         |  45.33 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           pp512 |        415.49 ± 2.30 |
+| qwen35moe 35B.A3B Q8_0         |  45.33 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           tg128 |         30.74 ± 0.01 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..6b9aafa
--- /dev/null
+++ b/benchmark/results/Qwen3.5-35B-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B Q8_0         |  45.33 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        228.90 ± 0.28 |
+| qwen35moe 35B.A3B Q8_0         |  45.33 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         26.62 ± 0.01 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__vulkan_radv__fa1.log b/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__vulkan_radv__fa1.log
new file mode 100644
index 0000000..077f6d0
--- /dev/null
+++ b/benchmark/results/Qwen3.5-35B-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B Q8_0         |  45.33 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           pp512 |       710.93 ± 18.62 |
+| qwen35moe 35B.A3B Q8_0         |  45.33 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |           tg128 |         28.92 ± 0.01 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log b/benchmark/results/Qwen3.5-35B-A3B-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..8f81e29
--- /dev/null
+++ b/benchmark/results/Qwen3.5-35B-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| qwen35moe 35B.A3B Q8_0         |  45.33 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        531.15 ± 0.20 |
+| qwen35moe 35B.A3B Q8_0         |  45.33 GiB |    34.66 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         26.32 ± 0.03 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm-7_2_1__fa1.log b/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm-7_2_1__fa1.log
new file mode 100644
index 0000000..4901fb5
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm-7_2_1__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B BF16                 |  47.02 GiB |    25.23 B | ROCm       |  99 |  1 |    0 |           pp512 |        864.78 ± 7.29 |
+| gemma4 ?B BF16                 |  47.02 GiB |    25.23 B | ROCm       |  99 |  1 |    0 |           tg128 |         22.66 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm-7_2_1__fa1__longctx32768.log b/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm-7_2_1__fa1__longctx32768.log
new file mode 100644
index 0000000..5e08a1b
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm-7_2_1__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B BF16                 |  47.02 GiB |    25.23 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |       625.12 ± 11.57 |
+| gemma4 ?B BF16                 |  47.02 GiB |    25.23 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         19.99 ± 0.23 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm6_4_4__fa1.log b/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..27617ae
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B BF16                 |  47.02 GiB |    25.23 B | ROCm       |  99 |  1 |    0 |           pp512 |        839.13 ± 7.61 |
+| gemma4 ?B BF16                 |  47.02 GiB |    25.23 B | ROCm       |  99 |  1 |    0 |           tg128 |         20.75 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..38d2b4a
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B BF16                 |  47.02 GiB |    25.23 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |       646.67 ± 11.22 |
+| gemma4 ?B BF16                 |  47.02 GiB |    25.23 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         19.86 ± 0.01 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm7-nightlies__fa1.log b/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..bdb11b0
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B BF16                 |  47.02 GiB |    25.23 B | ROCm       |  99 |  1 |    0 |           pp512 |       844.42 ± 19.66 |
+| gemma4 ?B BF16                 |  47.02 GiB |    25.23 B | ROCm       |  99 |  1 |    0 |           tg128 |         22.69 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..cf1a239
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B BF16                 |  47.02 GiB |    25.23 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        546.66 ± 5.96 |
+| gemma4 ?B BF16                 |  47.02 GiB |    25.23 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         20.11 ± 0.07 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__vulkan_amdvlk__fa1.log b/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..1a94edd
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B BF16                 |  47.02 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 |           pp512 |        117.96 ± 0.28 |
+| gemma4 ?B BF16                 |  47.02 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 |           tg128 |         16.18 ± 0.02 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..62d20bc
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B BF16                 |  47.02 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         58.94 ± 0.07 |
+| gemma4 ?B BF16                 |  47.02 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         15.26 ± 0.01 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__vulkan_radv__fa1.log b/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__vulkan_radv__fa1.log
new file mode 100644
index 0000000..882cb85
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B BF16                 |  47.02 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 |           pp512 |        376.52 ± 7.37 |
+| gemma4 ?B BF16                 |  47.02 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 |           tg128 |         14.74 ± 0.01 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log b/benchmark/results/gemma-4-26B-A4B-it-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..98e4674
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B BF16                 |  47.02 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        351.87 ± 1.49 |
+| gemma4 ?B BF16                 |  47.02 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         13.71 ± 0.06 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm-7_2_1__fa1.log b/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm-7_2_1__fa1.log
new file mode 100644
index 0000000..e9d1e8e
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm-7_2_1__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q4_K - Medium        |  15.90 GiB |    25.23 B | ROCm       |  99 |  1 |    0 |           pp512 |       1298.78 ± 7.07 |
+| gemma4 ?B Q4_K - Medium        |  15.90 GiB |    25.23 B | ROCm       |  99 |  1 |    0 |           tg128 |         46.65 ± 0.23 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm-7_2_1__fa1__longctx32768.log b/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm-7_2_1__fa1__longctx32768.log
new file mode 100644
index 0000000..fb7c672
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm-7_2_1__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q4_K - Medium        |  15.90 GiB |    25.23 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        691.44 ± 4.50 |
+| gemma4 ?B Q4_K - Medium        |  15.90 GiB |    25.23 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         36.86 ± 0.02 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm6_4_4__fa1.log b/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..20ea166
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q4_K - Medium        |  15.90 GiB |    25.23 B | ROCm       |  99 |  1 |    0 |           pp512 |      1288.38 ± 10.85 |
+| gemma4 ?B Q4_K - Medium        |  15.90 GiB |    25.23 B | ROCm       |  99 |  1 |    0 |           tg128 |         45.58 ± 0.01 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..aad4700
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q4_K - Medium        |  15.90 GiB |    25.23 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |       721.84 ± 10.97 |
+| gemma4 ?B Q4_K - Medium        |  15.90 GiB |    25.23 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         36.17 ± 0.02 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm7-nightlies__fa1.log b/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..1db2c43
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q4_K - Medium        |  15.90 GiB |    25.23 B | ROCm       |  99 |  1 |    0 |           pp512 |      1219.74 ± 15.04 |
+| gemma4 ?B Q4_K - Medium        |  15.90 GiB |    25.23 B | ROCm       |  99 |  1 |    0 |           tg128 |         46.57 ± 0.01 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..8f086cb
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q4_K - Medium        |  15.90 GiB |    25.23 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        600.42 ± 7.55 |
+| gemma4 ?B Q4_K - Medium        |  15.90 GiB |    25.23 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         36.88 ± 0.01 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__vulkan_amdvlk__fa1.log b/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..0699b0b
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q4_K - Medium        |  15.90 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 |           pp512 |        720.78 ± 2.94 |
+| gemma4 ?B Q4_K - Medium        |  15.90 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 |           tg128 |         50.21 ± 0.06 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..5ec6aae
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q4_K - Medium        |  15.90 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        100.79 ± 0.03 |
+| gemma4 ?B Q4_K - Medium        |  15.90 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         35.41 ± 0.01 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__vulkan_radv__fa1.log b/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__vulkan_radv__fa1.log
new file mode 100644
index 0000000..ef94402
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q4_K - Medium        |  15.90 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 |           pp512 |       1213.78 ± 7.36 |
+| gemma4 ?B Q4_K - Medium        |  15.90 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 |           tg128 |         53.04 ± 0.10 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__vulkan_radv__fa1__longctx32768.log b/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_K_XL__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..6ac9013
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-it-UD-Q4_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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q4_K - Medium        |  15.90 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        638.76 ± 1.76 |
+| gemma4 ?B Q4_K - Medium        |  15.90 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         40.93 ± 0.09 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm-7_2_1__fa1.log b/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm-7_2_1__fa1.log
new file mode 100644
index 0000000..d2dfb99
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm-7_2_1__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q8_0                 |  25.94 GiB |    25.23 B | ROCm       |  99 |  1 |    0 |           pp512 |     1226.22 ± 161.95 |
+| gemma4 ?B Q8_0                 |  25.94 GiB |    25.23 B | ROCm       |  99 |  1 |    0 |           tg128 |         41.27 ± 0.01 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm-7_2_1__fa1__longctx32768.log b/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm-7_2_1__fa1__longctx32768.log
new file mode 100644
index 0000000..a49c884
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm-7_2_1__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q8_0                 |  25.94 GiB |    25.23 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        667.32 ± 5.65 |
+| gemma4 ?B Q8_0                 |  25.94 GiB |    25.23 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         33.43 ± 0.01 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm6_4_4__fa1.log b/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..5fbd898
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q8_0                 |  25.94 GiB |    25.23 B | ROCm       |  99 |  1 |    0 |           pp512 |       1303.32 ± 8.77 |
+| gemma4 ?B Q8_0                 |  25.94 GiB |    25.23 B | ROCm       |  99 |  1 |    0 |           tg128 |         38.81 ± 0.01 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..84431bb
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q8_0                 |  25.94 GiB |    25.23 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        727.92 ± 8.62 |
+| gemma4 ?B Q8_0                 |  25.94 GiB |    25.23 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         32.52 ± 0.35 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm7-nightlies__fa1.log b/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..834db9b
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q8_0                 |  25.94 GiB |    25.23 B | ROCm       |  99 |  1 |    0 |           pp512 |      1294.40 ± 31.54 |
+| gemma4 ?B Q8_0                 |  25.94 GiB |    25.23 B | ROCm       |  99 |  1 |    0 |           tg128 |         41.09 ± 0.01 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..1203ea4
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q8_0                 |  25.94 GiB |    25.23 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        596.78 ± 7.98 |
+| gemma4 ?B Q8_0                 |  25.94 GiB |    25.23 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         33.35 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__vulkan_amdvlk__fa1.log b/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..c5a3b18
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q8_0                 |  25.94 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 |           pp512 |        589.20 ± 1.79 |
+| gemma4 ?B Q8_0                 |  25.94 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 |           tg128 |         43.18 ± 0.07 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..9b69152
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q8_0                 |  25.94 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         97.70 ± 0.10 |
+| gemma4 ?B Q8_0                 |  25.94 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         31.82 ± 0.05 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__vulkan_radv__fa1.log b/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__vulkan_radv__fa1.log
new file mode 100644
index 0000000..4ab7368
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q8_0                 |  25.94 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 |           pp512 |       944.96 ± 19.24 |
+| gemma4 ?B Q8_0                 |  25.94 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 |           tg128 |         43.58 ± 1.06 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log b/benchmark/results/gemma-4-26B-A4B-it-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..fd0cc70
--- /dev/null
+++ b/benchmark/results/gemma-4-26B-A4B-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q8_0                 |  25.94 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        579.88 ± 0.09 |
+| gemma4 ?B Q8_0                 |  25.94 GiB |    25.23 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         35.52 ± 0.07 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__rocm-7_2_1__fa1.log b/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__rocm-7_2_1__fa1.log
new file mode 100644
index 0000000..84cd32e
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__rocm-7_2_1__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B BF16                 |  57.18 GiB |    30.70 B | ROCm       |  99 |  1 |    0 |           pp512 |        381.31 ± 4.26 |
+| gemma4 ?B BF16                 |  57.18 GiB |    30.70 B | ROCm       |  99 |  1 |    0 |           tg128 |          3.49 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__rocm-7_2_1__fa1__longctx32768.log b/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__rocm-7_2_1__fa1__longctx32768.log
new file mode 100644
index 0000000..46917bc
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__rocm-7_2_1__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B BF16                 |  57.18 GiB |    30.70 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        151.84 ± 1.65 |
+| gemma4 ?B BF16                 |  57.18 GiB |    30.70 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          3.17 ± 0.02 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__rocm6_4_4__fa1.log b/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..e55d3f2
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B BF16                 |  57.18 GiB |    30.70 B | ROCm       |  99 |  1 |    0 |           pp512 |        360.84 ± 1.60 |
+| gemma4 ?B BF16                 |  57.18 GiB |    30.70 B | ROCm       |  99 |  1 |    0 |           tg128 |          3.30 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..9885e65
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B BF16                 |  57.18 GiB |    30.70 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        154.86 ± 2.16 |
+| gemma4 ?B BF16                 |  57.18 GiB |    30.70 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          3.14 ± 0.01 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__rocm7-nightlies__fa1.log b/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..1b9e740
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B BF16                 |  57.18 GiB |    30.70 B | ROCm       |  99 |  1 |    0 |           pp512 |        373.84 ± 0.93 |
+| gemma4 ?B BF16                 |  57.18 GiB |    30.70 B | ROCm       |  99 |  1 |    0 |           tg128 |          3.41 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..1c1e2dd
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B BF16                 |  57.18 GiB |    30.70 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        139.53 ± 1.98 |
+| gemma4 ?B BF16                 |  57.18 GiB |    30.70 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          3.16 ± 0.05 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__vulkan_amdvlk__fa1.log b/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..2cf8a6a
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__vulkan_amdvlk__fa1.log
@@ -0,0 +1,23 @@
+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
+/lib64/libggml-base.so.0(+0x4465) [0x7f2a944d5465]
+/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f2a944d582b]
+/lib64/libggml-base.so.0(+0x16ed9) [0x7f2a944e7ed9]
+/lib64/libstdc++.so.6(+0x1ebfc) [0x7f2a93c4bbfc]
+/lib64/libstdc++.so.6(_ZSt10unexpectedv+0x0) [0x7f2a93c35d3a]
+/lib64/libstdc++.so.6(+0x1eea8) [0x7f2a93c4bea8]
+/lib64/libggml-vulkan.so.0(+0x173b2) [0x7f2a945a53b2]
+/lib64/libggml-vulkan.so.0(+0x1075d0) [0x7f2a946955d0]
+/lib64/libggml-base.so.0(ggml_backend_sched_graph_compute_async+0x3b2) [0x7f2a944f1112]
+/lib64/libllama.so.0(_ZN13llama_context13graph_computeEP11ggml_cgraphb+0xa0) [0x7f2a9810c530]
+/lib64/libllama.so.0(_ZN13llama_context14process_ubatchERK12llama_ubatch14llm_graph_typeP22llama_memory_context_iR11ggml_status+0xe5) [0x7f2a9810eb05]
+/lib64/libllama.so.0(_ZN13llama_context6decodeERK11llama_batch+0x35f) [0x7f2a9811526f]
+/lib64/libllama.so.0(llama_decode+0xe) [0x7f2a98116bee]
+/usr/sbin/llama-bench() [0x41a1bb]
+/usr/sbin/llama-bench() [0x416ec6]
+/lib64/libc.so.6(+0x35b5) [0x7f2a9391c5b5]
+/lib64/libc.so.6(__libc_start_main+0x88) [0x7f2a9391c668]
+/usr/sbin/llama-bench() [0x4189d5]
+terminate called after throwing an instance of 'vk::DeviceLostError'
+  what():  vk::Queue::submit: ErrorDeviceLost
+✖ ! [vulkan_amdvlk] gemma-4-31B-it-BF16-00001-of-00002__fa1 failed (exit 0)
diff --git a/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..3a53be1
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,23 @@
+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
+/lib64/libggml-base.so.0(+0x4465) [0x7f7c4a4ab465]
+/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f7c4a4ab82b]
+/lib64/libggml-base.so.0(+0x16ed9) [0x7f7c4a4bded9]
+/lib64/libstdc++.so.6(+0x1ebfc) [0x7f7c49c21bfc]
+/lib64/libstdc++.so.6(_ZSt10unexpectedv+0x0) [0x7f7c49c0bd3a]
+/lib64/libstdc++.so.6(+0x1eea8) [0x7f7c49c21ea8]
+/lib64/libggml-vulkan.so.0(+0x173b2) [0x7f7c4a57b3b2]
+/lib64/libggml-vulkan.so.0(+0x1075d0) [0x7f7c4a66b5d0]
+/lib64/libggml-base.so.0(ggml_backend_sched_graph_compute_async+0x3b2) [0x7f7c4a4c7112]
+/lib64/libllama.so.0(_ZN13llama_context13graph_computeEP11ggml_cgraphb+0xa0) [0x7f7c4e0e2530]
+/lib64/libllama.so.0(_ZN13llama_context14process_ubatchERK12llama_ubatch14llm_graph_typeP22llama_memory_context_iR11ggml_status+0xe5) [0x7f7c4e0e4b05]
+/lib64/libllama.so.0(_ZN13llama_context6decodeERK11llama_batch+0x35f) [0x7f7c4e0eb26f]
+/lib64/libllama.so.0(llama_decode+0xe) [0x7f7c4e0ecbee]
+/usr/sbin/llama-bench() [0x41a1bb]
+/usr/sbin/llama-bench() [0x416c49]
+/lib64/libc.so.6(+0x35b5) [0x7f7c498f25b5]
+/lib64/libc.so.6(__libc_start_main+0x88) [0x7f7c498f2668]
+/usr/sbin/llama-bench() [0x4189d5]
+terminate called after throwing an instance of 'vk::DeviceLostError'
+  what():  vk::Queue::submit: ErrorDeviceLost
+✖ ! [vulkan_amdvlk] gemma-4-31B-it-BF16-00001-of-00002__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__vulkan_radv__fa1.log b/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__vulkan_radv__fa1.log
new file mode 100644
index 0000000..ac42bfc
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B BF16                 |  57.18 GiB |    30.70 B | Vulkan     |  99 |  1 |    0 |           pp512 |         79.53 ± 0.26 |
+| gemma4 ?B BF16                 |  57.18 GiB |    30.70 B | Vulkan     |  99 |  1 |    0 |           tg128 |          3.50 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log b/benchmark/results/gemma-4-31B-it-BF16-00001-of-00002__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..7b3e175
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B BF16                 |  57.18 GiB |    30.70 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |         60.29 ± 0.37 |
+| gemma4 ?B BF16                 |  57.18 GiB |    30.70 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          3.24 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__rocm-7_2_1__fa1.log b/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__rocm-7_2_1__fa1.log
new file mode 100644
index 0000000..89cb0ee
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__rocm-7_2_1__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q4_K - Medium        |  17.46 GiB |    30.70 B | ROCm       |  99 |  1 |    0 |           pp512 |        313.26 ± 1.19 |
+| gemma4 ?B Q4_K - Medium        |  17.46 GiB |    30.70 B | ROCm       |  99 |  1 |    0 |           tg128 |         10.51 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__rocm-7_2_1__fa1__longctx32768.log b/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__rocm-7_2_1__fa1__longctx32768.log
new file mode 100644
index 0000000..63b8782
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__rocm-7_2_1__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q4_K - Medium        |  17.46 GiB |    30.70 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        141.61 ± 1.71 |
+| gemma4 ?B Q4_K - Medium        |  17.46 GiB |    30.70 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          8.11 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__rocm6_4_4__fa1.log b/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..66aac4c
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q4_K - Medium        |  17.46 GiB |    30.70 B | ROCm       |  99 |  1 |    0 |           pp512 |        309.22 ± 0.13 |
+| gemma4 ?B Q4_K - Medium        |  17.46 GiB |    30.70 B | ROCm       |  99 |  1 |    0 |           tg128 |         10.02 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..d7be7d7
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q4_K - Medium        |  17.46 GiB |    30.70 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        143.91 ± 1.64 |
+| gemma4 ?B Q4_K - Medium        |  17.46 GiB |    30.70 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          7.81 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__rocm7-nightlies__fa1.log b/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..e3b7d2d
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q4_K - Medium        |  17.46 GiB |    30.70 B | ROCm       |  99 |  1 |    0 |           pp512 |        315.72 ± 0.30 |
+| gemma4 ?B Q4_K - Medium        |  17.46 GiB |    30.70 B | ROCm       |  99 |  1 |    0 |           tg128 |         10.51 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..dd44eae
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q4_K - Medium        |  17.46 GiB |    30.70 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        130.80 ± 1.45 |
+| gemma4 ?B Q4_K - Medium        |  17.46 GiB |    30.70 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          8.20 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__vulkan_amdvlk__fa1.log b/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..2e5a7d2
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-UD-Q4_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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q4_K - Medium        |  17.46 GiB |    30.70 B | Vulkan     |  99 |  1 |    0 |           pp512 |         69.12 ± 0.02 |
+| gemma4 ?B Q4_K - Medium        |  17.46 GiB |    30.70 B | Vulkan     |  99 |  1 |    0 |           tg128 |         10.71 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..4f6b526
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,23 @@
+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
+/lib64/libggml-base.so.0(+0x4465) [0x7f0f8a452465]
+/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f0f8a45282b]
+/lib64/libggml-base.so.0(+0x16ed9) [0x7f0f8a464ed9]
+/lib64/libstdc++.so.6(+0x1ebfc) [0x7f0f89bc8bfc]
+/lib64/libstdc++.so.6(_ZSt10unexpectedv+0x0) [0x7f0f89bb2d3a]
+/lib64/libstdc++.so.6(+0x1eea8) [0x7f0f89bc8ea8]
+/lib64/libggml-vulkan.so.0(+0x173b2) [0x7f0f8a5223b2]
+/lib64/libggml-vulkan.so.0(+0x1075d0) [0x7f0f8a6125d0]
+/lib64/libggml-base.so.0(ggml_backend_sched_graph_compute_async+0x3b2) [0x7f0f8a46e112]
+/lib64/libllama.so.0(_ZN13llama_context13graph_computeEP11ggml_cgraphb+0xa0) [0x7f0f8e089530]
+/lib64/libllama.so.0(_ZN13llama_context14process_ubatchERK12llama_ubatch14llm_graph_typeP22llama_memory_context_iR11ggml_status+0xe5) [0x7f0f8e08bb05]
+/lib64/libllama.so.0(_ZN13llama_context6decodeERK11llama_batch+0x35f) [0x7f0f8e09226f]
+/lib64/libllama.so.0(llama_decode+0xe) [0x7f0f8e093bee]
+/usr/sbin/llama-bench() [0x41a1bb]
+/usr/sbin/llama-bench() [0x416ec6]
+/lib64/libc.so.6(+0x35b5) [0x7f0f898995b5]
+/lib64/libc.so.6(__libc_start_main+0x88) [0x7f0f89899668]
+/usr/sbin/llama-bench() [0x4189d5]
+terminate called after throwing an instance of 'vk::DeviceLostError'
+  what():  vk::Queue::submit: ErrorDeviceLost
+✖ ! [vulkan_amdvlk] gemma-4-31B-it-UD-Q4_K_XL__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__vulkan_radv__fa1.log b/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__vulkan_radv__fa1.log
new file mode 100644
index 0000000..a66892a
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-UD-Q4_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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q4_K - Medium        |  17.46 GiB |    30.70 B | Vulkan     |  99 |  1 |    0 |           pp512 |        244.46 ± 0.27 |
+| gemma4 ?B Q4_K - Medium        |  17.46 GiB |    30.70 B | Vulkan     |  99 |  1 |    0 |           tg128 |         11.02 ± 0.01 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__vulkan_radv__fa1__longctx32768.log b/benchmark/results/gemma-4-31B-it-UD-Q4_K_XL__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..67bf195
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-UD-Q4_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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q4_K - Medium        |  17.46 GiB |    30.70 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        124.32 ± 1.04 |
+| gemma4 ?B Q4_K - Medium        |  17.46 GiB |    30.70 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          8.78 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__rocm-7_2_1__fa1.log b/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__rocm-7_2_1__fa1.log
new file mode 100644
index 0000000..93e42e7
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__rocm-7_2_1__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q8_0                 |  32.60 GiB |    30.70 B | ROCm       |  99 |  1 |    0 |           pp512 |        309.13 ± 0.94 |
+| gemma4 ?B Q8_0                 |  32.60 GiB |    30.70 B | ROCm       |  99 |  1 |    0 |           tg128 |          6.16 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__rocm-7_2_1__fa1__longctx32768.log b/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__rocm-7_2_1__fa1__longctx32768.log
new file mode 100644
index 0000000..41d2e44
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__rocm-7_2_1__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q8_0                 |  32.60 GiB |    30.70 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        140.72 ± 1.33 |
+| gemma4 ?B Q8_0                 |  32.60 GiB |    30.70 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          5.26 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__rocm6_4_4__fa1.log b/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__rocm6_4_4__fa1.log
new file mode 100644
index 0000000..4c792b4
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__rocm6_4_4__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q8_0                 |  32.60 GiB |    30.70 B | ROCm       |  99 |  1 |    0 |           pp512 |        303.40 ± 0.23 |
+| gemma4 ?B Q8_0                 |  32.60 GiB |    30.70 B | ROCm       |  99 |  1 |    0 |           tg128 |          6.07 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log b/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log
new file mode 100644
index 0000000..45ec95f
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__rocm6_4_4__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q8_0                 |  32.60 GiB |    30.70 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        141.37 ± 1.98 |
+| gemma4 ?B Q8_0                 |  32.60 GiB |    30.70 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          5.18 ± 0.08 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__rocm7-nightlies__fa1.log b/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__rocm7-nightlies__fa1.log
new file mode 100644
index 0000000..0ef79f1
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__rocm7-nightlies__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q8_0                 |  32.60 GiB |    30.70 B | ROCm       |  99 |  1 |    0 |           pp512 |        319.75 ± 0.26 |
+| gemma4 ?B Q8_0                 |  32.60 GiB |    30.70 B | ROCm       |  99 |  1 |    0 |           tg128 |          6.12 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log b/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
new file mode 100644
index 0000000..513ed3b
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__rocm7-nightlies__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q8_0                 |  32.60 GiB |    30.70 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        128.00 ± 1.30 |
+| gemma4 ?B Q8_0                 |  32.60 GiB |    30.70 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          5.30 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__vulkan_amdvlk__fa1.log b/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__vulkan_amdvlk__fa1.log
new file mode 100644
index 0000000..c3c9edf
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q8_0                 |  32.60 GiB |    30.70 B | Vulkan     |  99 |  1 |    0 |           pp512 |         72.26 ± 0.02 |
+| gemma4 ?B Q8_0                 |  32.60 GiB |    30.70 B | Vulkan     |  99 |  1 |    0 |           tg128 |          6.28 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log b/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log
new file mode 100644
index 0000000..cc5da6c
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__vulkan_amdvlk__fa1__longctx32768.log
@@ -0,0 +1,23 @@
+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
+/lib64/libggml-base.so.0(+0x4465) [0x7f8de9476465]
+/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f8de947682b]
+/lib64/libggml-base.so.0(+0x16ed9) [0x7f8de9488ed9]
+/lib64/libstdc++.so.6(+0x1ebfc) [0x7f8de8becbfc]
+/lib64/libstdc++.so.6(_ZSt10unexpectedv+0x0) [0x7f8de8bd6d3a]
+/lib64/libstdc++.so.6(+0x1eea8) [0x7f8de8becea8]
+/lib64/libggml-vulkan.so.0(+0x173b2) [0x7f8de95463b2]
+/lib64/libggml-vulkan.so.0(+0x1075d0) [0x7f8de96365d0]
+/lib64/libggml-base.so.0(ggml_backend_sched_graph_compute_async+0x3b2) [0x7f8de9492112]
+/lib64/libllama.so.0(_ZN13llama_context13graph_computeEP11ggml_cgraphb+0xa0) [0x7f8ded0ad530]
+/lib64/libllama.so.0(_ZN13llama_context14process_ubatchERK12llama_ubatch14llm_graph_typeP22llama_memory_context_iR11ggml_status+0xe5) [0x7f8ded0afb05]
+/lib64/libllama.so.0(_ZN13llama_context6decodeERK11llama_batch+0x35f) [0x7f8ded0b626f]
+/lib64/libllama.so.0(llama_decode+0xe) [0x7f8ded0b7bee]
+/usr/sbin/llama-bench() [0x41a1bb]
+/usr/sbin/llama-bench() [0x416ec6]
+/lib64/libc.so.6(+0x35b5) [0x7f8de88bd5b5]
+/lib64/libc.so.6(__libc_start_main+0x88) [0x7f8de88bd668]
+/usr/sbin/llama-bench() [0x4189d5]
+terminate called after throwing an instance of 'vk::DeviceLostError'
+  what():  vk::Queue::submit: ErrorDeviceLost
+✖ ! [vulkan_amdvlk] gemma-4-31B-it-UD-Q8_K_XL__fa1 __longctx32768 failed (exit 0)
diff --git a/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__vulkan_radv__fa1.log b/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__vulkan_radv__fa1.log
new file mode 100644
index 0000000..9f5b317
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q8_0                 |  32.60 GiB |    30.70 B | Vulkan     |  99 |  1 |    0 |           pp512 |        209.20 ± 6.85 |
+| gemma4 ?B Q8_0                 |  32.60 GiB |    30.70 B | Vulkan     |  99 |  1 |    0 |           tg128 |          6.28 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log b/benchmark/results/gemma-4-31B-it-UD-Q8_K_XL__vulkan_radv__fa1__longctx32768.log
new file mode 100644
index 0000000..6b46536
--- /dev/null
+++ b/benchmark/results/gemma-4-31B-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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| gemma4 ?B Q8_0                 |  32.60 GiB |    30.70 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        112.72 ± 1.26 |
+| gemma4 ?B Q8_0                 |  32.60 GiB |    30.70 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          5.49 ± 0.00 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2_1__fa1.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2_1__fa1.log
new file mode 100644
index 0000000..3be07b2
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2_1__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |        633.00 ± 7.37 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |    0 |           tg128 |         51.15 ± 0.36 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2_1__fa1__longctx32768.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2_1__fa1__longctx32768.log
new file mode 100644
index 0000000..3898436
--- /dev/null
+++ b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2_1__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |        296.45 ± 1.01 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         31.19 ± 8.13 |
+
+build: 3f8752b55 (8743)
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 492fecb..58b8b3f 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | 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 |        648.44 ± 6.33 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |    0 |           tg128 |         49.85 ± 0.04 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |    0 |           pp512 |        648.77 ± 4.37 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |    0 |           tg128 |         49.76 ± 0.02 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 c6c534c..fc17a5b 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | 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 |        442.64 ± 0.84 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         39.69 ± 0.34 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        439.58 ± 0.57 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         39.77 ± 0.03 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 d70f3d4..e805b34 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 (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | 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 |       596.69 ± 97.42 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |    0 |           tg128 |         51.38 ± 0.00 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |    0 |           pp512 |        641.05 ± 2.79 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |  1 |    0 |           tg128 |         50.73 ± 0.01 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 9670ec2..3360e12 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 (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | 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 |        308.13 ± 1.66 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         35.43 ± 8.00 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        305.81 ± 0.24 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         36.03 ± 0.02 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 e8675e6..ccde36b 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
@@ -2,7 +2,7 @@ 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 |        576.81 ± 2.43 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |           tg128 |         51.18 ± 0.04 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |           pp512 |        575.01 ± 3.11 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |           tg128 |         51.20 ± 0.06 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 315ed48..bf15ed0 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
@@ -2,7 +2,7 @@ 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 |        213.74 ± 0.68 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         34.52 ± 0.07 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        214.22 ± 0.50 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         34.54 ± 0.04 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 c0ad41d..7dfab3a 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
@@ -2,7 +2,7 @@ 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 |       633.21 ± 13.06 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |           tg128 |         56.15 ± 0.02 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |           pp512 |        635.12 ± 4.23 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |           tg128 |         56.31 ± 0.08 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 fae75b7..b654b3f 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
@@ -2,7 +2,7 @@ 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 |        287.49 ± 1.21 |
-| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         42.67 ± 0.03 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        290.19 ± 1.03 |
+| gpt-oss 120B MXFP4 MoE         |  59.02 GiB |   116.83 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         42.28 ± 0.06 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7_2_1__fa1.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7_2_1__fa1.log
new file mode 100644
index 0000000..efb2f9d
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7_2_1__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |      1631.41 ± 13.30 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |    0 |           tg128 |         72.63 ± 0.10 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7_2_1__fa1__longctx32768.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7_2_1__fa1__longctx32768.log
new file mode 100644
index 0000000..42c242a
--- /dev/null
+++ b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7_2_1__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |        489.21 ± 2.12 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         51.87 ± 0.03 |
+
+build: 3f8752b55 (8743)
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 a7cf323..5d0098e 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | 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 |      1691.01 ± 16.68 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |    0 |           tg128 |         72.07 ± 0.01 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |    0 |           pp512 |      1694.78 ± 17.20 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |    0 |           tg128 |         72.19 ± 0.02 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 45bb062..293a0cb 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | 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 |        730.11 ± 1.16 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         57.02 ± 0.07 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        730.43 ± 1.15 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         57.22 ± 0.03 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 932a36a..fa84182 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 (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | 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 |      1668.50 ± 13.61 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |    0 |           tg128 |         72.68 ± 0.10 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |    0 |           pp512 |      1635.73 ± 10.16 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |  1 |    0 |           tg128 |         72.47 ± 0.03 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 65c4caa..1c1adcb 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 (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | 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 |        507.77 ± 2.81 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         57.46 ± 0.02 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        493.84 ± 1.85 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |         52.05 ± 0.04 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 fa14b74..a2ddf3c 100644
--- a/benchmark/results/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1.log
+++ b/benchmark/results/gpt-oss-20b-mxfp4__vulkan_amdvlk__fa1.log
@@ -2,7 +2,7 @@ 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 |       1303.99 ± 6.84 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |           tg128 |         73.68 ± 0.08 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |           pp512 |       1306.44 ± 9.57 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |           tg128 |         73.63 ± 0.06 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 99d5ac7..b322708 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
@@ -2,7 +2,7 @@ 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 |        364.73 ± 0.33 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         49.99 ± 0.21 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        365.33 ± 0.21 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         49.83 ± 0.07 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 917f775..795bbaa 100644
--- a/benchmark/results/gpt-oss-20b-mxfp4__vulkan_radv__fa1.log
+++ b/benchmark/results/gpt-oss-20b-mxfp4__vulkan_radv__fa1.log
@@ -2,7 +2,7 @@ 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 |      1577.96 ± 12.64 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |           tg128 |         78.94 ± 0.01 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |           pp512 |      1574.45 ± 16.63 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |           tg128 |         79.03 ± 0.17 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 97ddca5..c1e124d 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
@@ -2,7 +2,7 @@ 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 |        541.12 ± 0.20 |
-| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         60.77 ± 0.08 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        545.65 ± 0.37 |
+| gpt-oss 20B MXFP4 MoE          |  11.27 GiB |    20.91 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         60.70 ± 0.02 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm-7_2_1__fa1.log b/benchmark/results/llama-2-7b.Q4_0__rocm-7_2_1__fa1.log
new file mode 100644
index 0000000..fbf458f
--- /dev/null
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm-7_2_1__fa1.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |       1541.76 ± 1.17 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           tg128 |         50.64 ± 0.16 |
+
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm-7_2_1__fa1__longctx32768.log b/benchmark/results/llama-2-7b.Q4_0__rocm-7_2_1__fa1__longctx32768.log
new file mode 100644
index 0000000..a4ec636
--- /dev/null
+++ b/benchmark/results/llama-2-7b.Q4_0__rocm-7_2_1__fa1__longctx32768.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
+| 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 |        162.73 ± 0.61 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          5.65 ± 0.00 |
+
+build: 3f8752b55 (8743)
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 5103c84..ef866a8 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | 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 |       1528.37 ± 6.40 |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           tg128 |         51.14 ± 0.02 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           pp512 |       1524.35 ± 2.98 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           tg128 |         50.78 ± 0.02 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 e0b84ff..4667568 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | 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 |        196.35 ± 2.62 |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          6.97 ± 0.00 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        196.44 ± 1.93 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          6.96 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 6e1ba6a..27dfff5 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | 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 |       1507.68 ± 1.23 |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           tg128 |         51.41 ± 0.14 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           pp512 |       1513.21 ± 2.79 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |  1 |    0 |           tg128 |         51.41 ± 0.13 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 c083ed2..182d7c6 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
@@ -2,7 +2,7 @@ ggml_cuda_init: found 1 ROCm devices (Total VRAM: 126976 MiB):
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32, VRAM: 126976 MiB
 | 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 |        206.97 ± 1.96 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |        189.28 ± 0.40 |
 | llama 7B Q4_0                  |   3.56 GiB |     6.74 B | ROCm       |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          5.62 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 a1c3881..8d077eb 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
@@ -2,7 +2,7 @@ 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 |        324.82 ± 0.45 |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |           tg128 |         55.43 ± 0.14 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |           pp512 |        326.38 ± 0.44 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |           tg128 |         55.44 ± 0.11 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 0c19fe3..2853f6a 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
@@ -2,7 +2,7 @@ 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 |        144.29 ± 1.09 |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         10.20 ± 0.01 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        145.14 ± 0.20 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |         10.21 ± 0.00 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 f0e5a2f..68e0eb3 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
@@ -2,7 +2,7 @@ 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 |       1313.97 ± 1.29 |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |           tg128 |         55.59 ± 0.05 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |           pp512 |       1311.79 ± 0.38 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |           tg128 |         55.59 ± 0.03 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
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 50c5ec7..d0a49c1 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
@@ -2,7 +2,7 @@ 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 |        208.18 ± 2.24 |
-| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          8.52 ± 0.01 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 | pp2048 @ d32768 |        210.35 ± 0.60 |
+| llama 7B Q4_0                  |   3.56 GiB |     6.74 B | Vulkan     |  99 |  1 |    0 |   tg32 @ d32768 |          8.53 ± 0.01 |
 
-build: 2405d59cb (8577)
+build: 3f8752b55 (8743)
diff --git a/benchmark/results/system_info.json b/benchmark/results/system_info.json
index 2efeb7c..d9ce179 100644
--- a/benchmark/results/system_info.json
+++ b/benchmark/results/system_info.json
@@ -1 +1 @@
-{"distro": "Fedora Linux 43 (Workstation Edition)", "kernel": "6.19.9-200.fc43.x86_64", "linux_firmware": "linux-firmware-20260309-1.fc43.noarch", "timestamp": "29 Mar 2026"}
+{"distro": "Fedora Linux 43 (Workstation Edition)", "kernel": "6.19.9-200.fc43.x86_64", "linux_firmware": "linux-firmware-20260309-1.fc43.noarch", "timestamp": "10 Apr 2026"}
diff --git a/docs/results.json b/docs/results.json
index ce60d51..ccecf06 100644
--- a/docs/results.json
+++ b/docs/results.json
@@ -1,16 +1,16 @@
 {
   "meta": {
-    "generated_at": "2026-03-30T06:55:07Z",
+    "generated_at": "2026-04-11T10:18:28Z",
     "system_info": {
       "distro": "Fedora Linux 43 (Workstation Edition)",
       "kernel": "6.19.9-200.fc43.x86_64",
       "linux_firmware": "linux-firmware-20260309-1.fc43.noarch",
-      "timestamp": "29 Mar 2026"
+      "timestamp": "10 Apr 2026"
     },
     "llamacpp_builds": [
       {
-        "hash": "2405d59cb",
-        "number": "8577"
+        "hash": "3f8752b55",
+        "number": "8743"
       },
       {
         "hash": "e0c93af2a",
@@ -19,11 +19,9 @@
     ],
     "environments": [
       "rocm-7_2",
-      "rocm-7_2-hblt0",
+      "rocm-7_2_1",
       "rocm6_4_4",
-      "rocm6_4_4-hblt0",
       "rocm7-nightlies",
-      "rocm7-nightlies-hblt0",
       "vulkan_amdvlk",
       "vulkan_radv"
     ],
@@ -33,15 +31,15 @@
     {
       "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": "rocm-7_2",
+      "env": "rocm-7_2_1",
       "env_base": "rocm",
-      "env_variant": "7_2",
+      "env_variant": "7_2_1",
       "fa": true,
       "context": "default",
       "context_tokens": null,
       "test": "pp512",
-      "tps_mean": 78.37,
-      "tps_std": 0.1,
+      "tps_mean": 78.36,
+      "tps_std": 0.04,
       "error": false,
       "error_type": null,
       "backend": "ROCm",
@@ -51,24 +49,24 @@
       "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__fa1.log",
+      "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2_1__fa1.log",
       "rpc": false,
       "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
+        "hash": "3f8752b55",
+        "number": "8743"
       }
     },
     {
       "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": "rocm-7_2",
+      "env": "rocm-7_2_1",
       "env_base": "rocm",
-      "env_variant": "7_2",
+      "env_variant": "7_2_1",
       "fa": true,
       "context": "default",
       "context_tokens": null,
       "test": "tg128",
-      "tps_mean": 2.96,
+      "tps_mean": 2.99,
       "tps_std": 0.0,
       "error": false,
       "error_type": null,
@@ -79,25 +77,25 @@
       "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__fa1.log",
+      "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2_1__fa1.log",
       "rpc": false,
       "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
+        "hash": "3f8752b55",
+        "number": "8743"
       }
     },
     {
       "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": "rocm-7_2",
+      "env": "rocm-7_2_1",
       "env_base": "rocm",
-      "env_variant": "7_2",
+      "env_variant": "7_2_1",
       "fa": true,
       "context": "longctx32768",
       "context_tokens": 32768,
       "test": "pp2048 @ d32768",
-      "tps_mean": 17.07,
-      "tps_std": 0.06,
+      "tps_mean": 17.67,
+      "tps_std": 0.05,
       "error": false,
       "error_type": null,
       "backend": "ROCm",
@@ -107,137 +105,25 @@
       "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__fa1__longctx32768.log",
+      "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2_1__fa1__longctx32768.log",
       "rpc": false,
       "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
+        "hash": "3f8752b55",
+        "number": "8743"
       }
     },
     {
       "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": "rocm-7_2",
+      "env": "rocm-7_2_1",
       "env_base": "rocm",
-      "env_variant": "7_2",
-      "fa": true,
-      "context": "longctx32768",
-      "context_tokens": 32768,
-      "test": "tg32 @ d32768",
-      "tps_mean": 2.07,
-      "tps_std": 0.0,
-      "error": false,
-      "error_type": null,
-      "backend": "ROCm",
-      "ngl": 99,
-      "mmap": 0,
-      "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__fa1__longctx32768.log",
-      "rpc": false,
-      "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
-      }
-    },
-    {
-      "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": "rocm-7_2-hblt0",
-      "env_base": "rocm",
-      "env_variant": "7_2-hblt0",
-      "fa": true,
-      "context": "default",
-      "context_tokens": null,
-      "test": "pp512",
-      "tps_mean": 78.3,
-      "tps_std": 0.11,
-      "error": false,
-      "error_type": null,
-      "backend": "ROCm",
-      "ngl": 99,
-      "mmap": 0,
-      "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.log",
-      "rpc": false,
-      "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
-      }
-    },
-    {
-      "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": "rocm-7_2-hblt0",
-      "env_base": "rocm",
-      "env_variant": "7_2-hblt0",
-      "fa": true,
-      "context": "default",
-      "context_tokens": null,
-      "test": "tg128",
-      "tps_mean": 2.98,
-      "tps_std": 0.0,
-      "error": false,
-      "error_type": null,
-      "backend": "ROCm",
-      "ngl": 99,
-      "mmap": 0,
-      "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.log",
-      "rpc": false,
-      "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
-      }
-    },
-    {
-      "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": "rocm-7_2-hblt0",
-      "env_base": "rocm",
-      "env_variant": "7_2-hblt0",
-      "fa": true,
-      "context": "longctx32768",
-      "context_tokens": 32768,
-      "test": "pp2048 @ d32768",
-      "tps_mean": 17.08,
-      "tps_std": 0.02,
-      "error": false,
-      "error_type": null,
-      "backend": "ROCm",
-      "ngl": 99,
-      "mmap": 0,
-      "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": "2405d59cb",
-        "number": "8577"
-      }
-    },
-    {
-      "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": "rocm-7_2-hblt0",
-      "env_base": "rocm",
-      "env_variant": "7_2-hblt0",
+      "env_variant": "7_2_1",
       "fa": true,
       "context": "longctx32768",
       "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",
@@ -247,11 +133,11 @@
       "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",
+      "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2_1__fa1__longctx32768.log",
       "rpc": false,
       "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
+        "hash": "3f8752b55",
+        "number": "8743"
       }
     },
     {
@@ -264,8 +150,8 @@
       "context": "default",
       "context_tokens": null,
       "test": "pp512",
-      "tps_mean": 78.37,
-      "tps_std": 0.13,
+      "tps_mean": 78.4,
+      "tps_std": 0.1,
       "error": false,
       "error_type": null,
       "backend": "ROCm",
@@ -278,8 +164,8 @@
       "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1.log",
       "rpc": false,
       "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
+        "hash": "3f8752b55",
+        "number": "8743"
       }
     },
     {
@@ -306,8 +192,8 @@
       "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1.log",
       "rpc": false,
       "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
+        "hash": "3f8752b55",
+        "number": "8743"
       }
     },
     {
@@ -320,8 +206,8 @@
       "context": "longctx32768",
       "context_tokens": 32768,
       "test": "pp2048 @ d32768",
-      "tps_mean": 17.56,
-      "tps_std": 0.07,
+      "tps_mean": 17.57,
+      "tps_std": 0.05,
       "error": false,
       "error_type": null,
       "backend": "ROCm",
@@ -334,8 +220,8 @@
       "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log",
       "rpc": false,
       "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
+        "hash": "3f8752b55",
+        "number": "8743"
       }
     },
     {
@@ -349,7 +235,7 @@
       "context_tokens": 32768,
       "test": "tg32 @ d32768",
       "tps_mean": 2.09,
-      "tps_std": 0.0,
+      "tps_std": 0.01,
       "error": false,
       "error_type": null,
       "backend": "ROCm",
@@ -362,120 +248,8 @@
       "log": "results/Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm6_4_4__fa1__longctx32768.log",
       "rpc": false,
       "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
-      }
-    },
-    {
-      "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": 78.63,
-      "tps_std": 0.08,
-      "error": false,
-      "error_type": null,
-      "backend": "ROCm",
-      "ngl": 99,
-      "mmap": 0,
-      "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": "2405d59cb",
-        "number": "8577"
-      }
-    },
-    {
-      "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": 2.8,
-      "tps_std": 0.0,
-      "error": false,
-      "error_type": null,
-      "backend": "ROCm",
-      "ngl": 99,
-      "mmap": 0,
-      "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": "2405d59cb",
-        "number": "8577"
-      }
-    },
-    {
-      "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": 17.58,
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@@ -572,7 +346,7 @@
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@@ -586,120 +360,8 @@
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@@ -776,8 +438,8 @@
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@@ -818,8 +480,8 @@
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@@ -832,8 +494,8 @@
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@@ -846,7 +508,7 @@
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@@ -860,22 +522,22 @@
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@@ -1098,8 +673,8 @@
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@@ -1112,8 +687,8 @@
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@@ -1126,7 +701,7 @@
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@@ -1140,8 +715,8 @@
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@@ -1154,8 +729,8 @@
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@@ -1168,8 +743,8 @@
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@@ -1182,8 +757,8 @@
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@@ -1196,22 +771,22 @@
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@@ -1221,24 +796,80 @@
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@@ -1546,7 +897,7 @@
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@@ -1560,8 +911,8 @@
       "log": "results/GLM-4.7-Flash-BF16-00001-of-00002__vulkan_amdvlk__fa1.log",
       "rpc": false,
       "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
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@@ -1575,7 +926,7 @@
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@@ -1588,8 +939,8 @@
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       "rpc": false,
       "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
+        "hash": "3f8752b55",
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@@ -1602,7 +953,7 @@
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       "test": "pp2048 @ d32768",
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@@ -1616,8 +967,8 @@
       "log": "results/GLM-4.7-Flash-BF16-00001-of-00002__vulkan_amdvlk__fa1__longctx32768.log",
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       "build": {
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-        "number": "8577"
+        "hash": "3f8752b55",
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@@ -1630,7 +981,7 @@
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@@ -1644,8 +995,8 @@
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       "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
+        "hash": "3f8752b55",
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@@ -1658,8 +1009,8 @@
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@@ -1672,8 +1023,8 @@
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       "build": {
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-        "number": "8577"
+        "hash": "3f8752b55",
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@@ -1686,7 +1037,7 @@
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@@ -1700,8 +1051,8 @@
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       "rpc": false,
       "build": {
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-        "number": "8577"
+        "hash": "3f8752b55",
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@@ -1714,8 +1065,8 @@
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-      "tps_std": 0.11,
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@@ -1728,8 +1079,8 @@
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       "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
+        "hash": "3f8752b55",
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@@ -1743,7 +1094,7 @@
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@@ -1756,22 +1107,22 @@
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       "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
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@@ -1781,24 +1132,24 @@
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       "build": {
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       "test": "tg128",
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@@ -1809,25 +1160,25 @@
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       "build": {
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       "test": "pp2048 @ d32768",
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@@ -1837,80 +1188,24 @@
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-        "number": "8577"
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@@ -1921,67 +1216,11 @@
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-      "build": {
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-        "number": "8577"
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@@ -1994,8 +1233,8 @@
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@@ -2008,8 +1247,8 @@
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       "build": {
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-        "number": "8577"
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@@ -2022,8 +1261,8 @@
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@@ -2036,8 +1275,8 @@
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       "build": {
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-        "number": "8577"
+        "hash": "3f8752b55",
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@@ -2050,7 +1289,7 @@
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       "test": "pp2048 @ d32768",
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@@ -2064,8 +1303,8 @@
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       "build": {
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-        "number": "8577"
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@@ -2078,7 +1317,7 @@
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@@ -2092,120 +1331,8 @@
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@@ -2218,8 +1345,8 @@
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@@ -2232,8 +1359,8 @@
       "log": "results/GLM-4.7-Flash-UD-Q8_K_XL__rocm7-nightlies__fa1.log",
       "rpc": false,
       "build": {
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-        "number": "8577"
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@@ -2246,7 +1373,7 @@
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       "test": "tg128",
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@@ -2260,8 +1387,8 @@
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       "rpc": false,
       "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
+        "hash": "3f8752b55",
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@@ -2274,8 +1401,8 @@
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@@ -2288,8 +1415,8 @@
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       "rpc": false,
       "build": {
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-        "number": "8577"
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@@ -2302,7 +1429,7 @@
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@@ -2316,120 +1443,8 @@
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-      "build": {
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-        "number": "8577"
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@@ -2442,8 +1457,8 @@
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       "test": "pp512",
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+      "tps_mean": 499.74,
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@@ -2456,8 +1471,8 @@
       "log": "results/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_amdvlk__fa1.log",
       "rpc": false,
       "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
+        "hash": "3f8752b55",
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@@ -2470,8 +1485,8 @@
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@@ -2484,8 +1499,8 @@
       "log": "results/GLM-4.7-Flash-UD-Q8_K_XL__vulkan_amdvlk__fa1.log",
       "rpc": false,
       "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
+        "hash": "3f8752b55",
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@@ -2523,8 +1538,8 @@
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@@ -2537,8 +1552,8 @@
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       "rpc": false,
       "build": {
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-        "number": "8577"
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@@ -2551,8 +1566,8 @@
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@@ -2565,8 +1580,8 @@
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       "rpc": false,
       "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
+        "hash": "3f8752b55",
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     {
@@ -2579,7 +1594,35 @@
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       "test": "pp2048 @ d32768",
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+      "tps_mean": 134.1,
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+      "rpc": false,
+      "build": {
+        "hash": "3f8752b55",
+        "number": "8743"
+      }
+    },
+    {
+      "model": "GLM-4.7-Flash-UD-Q8_K_XL",
+      "model_clean": "GLM-4.7-Flash-UD-Q8_K_XL",
+      "env": "vulkan_radv",
+      "env_base": "vulkan_radv",
+      "env_variant": null,
+      "fa": true,
+      "context": "longctx32768",
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+      "test": "tg32 @ d32768",
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@@ -2593,50 +1636,22 @@
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-      "build": {
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-        "number": "8577"
+        "hash": "3f8752b55",
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       "model_clean": "Ministral-3-14B-Instruct-2512-BF16",
-      "env": "rocm-7_2",
+      "env": "rocm-7_2_1",
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@@ -2646,131 +1661,19 @@
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       "build": {
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-      "env": "rocm-7_2-hblt0",
-      "env_base": "rocm",
-      "env_variant": "7_2-hblt0",
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@@ -2786,25 +1689,25 @@
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       "build": {
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-        "number": "8577"
+        "hash": "3f8752b55",
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       "model_clean": "Ministral-3-14B-Instruct-2512-BF16",
-      "env": "rocm-7_2-hblt0",
+      "env": "rocm-7_2_1",
       "env_base": "rocm",
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       "fa": true,
       "context": "longctx32768",
       "context_tokens": 32768,
       "test": "pp2048 @ d32768",
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-      "tps_std": 1.59,
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       "backend": "ROCm",
@@ -2814,19 +1717,19 @@
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-      "log": "results/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__hblt0__fa1__longctx32768.log",
+      "log": "results/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2_1__fa1__longctx32768.log",
       "rpc": false,
       "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
+        "hash": "3f8752b55",
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       "model_clean": "Ministral-3-14B-Instruct-2512-BF16",
-      "env": "rocm-7_2-hblt0",
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       "env_base": "rocm",
-      "env_variant": "7_2-hblt0",
+      "env_variant": "7_2_1",
       "fa": true,
       "context": "longctx32768",
       "context_tokens": 32768,
@@ -2842,11 +1745,11 @@
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-      "log": "results/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__hblt0__fa1__longctx32768.log",
+      "log": "results/Ministral-3-14B-Instruct-2512-BF16__rocm-7_2_1__fa1__longctx32768.log",
       "rpc": false,
       "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
+        "hash": "3f8752b55",
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     {
@@ -2859,8 +1762,8 @@
       "context": "default",
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       "test": "pp512",
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-      "tps_std": 3.76,
+      "tps_mean": 716.84,
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       "error": false,
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       "backend": "ROCm",
@@ -2873,8 +1776,8 @@
       "log": "results/Ministral-3-14B-Instruct-2512-BF16__rocm6_4_4__fa1.log",
       "rpc": false,
       "build": {
-        "hash": "2405d59cb",
-        "number": "8577"
+        "hash": "3f8752b55",
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     {
@@ -2901,8 +1804,8 @@
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@@ -13157,27 +5340,587 @@
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@@ -16665,8 +9654,36 @@
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+        "hash": "3f8752b55",
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@@ -16679,35 +9696,7 @@
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@@ -16721,8 +9710,36 @@
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       "build": {
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-        "number": "8577"
+        "hash": "3f8752b55",
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@@ -16735,8 +9752,8 @@
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@@ -16749,8 +9766,8 @@
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       "build": {
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@@ -16763,8 +9780,8 @@
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@@ -16777,8 +9794,8 @@
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@@ -16791,8 +9808,8 @@
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@@ -16805,8 +9822,8 @@
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@@ -16819,8 +9836,8 @@
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@@ -16833,22 +9850,22 @@
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@@ -16858,25 +9875,25 @@
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