From 8ff812fbb5fed2e79bf903feb4c5e4af9b4a7a7a Mon Sep 17 00:00:00 2001
From: Donato Capitella <donato.capitella@reversec.com>
Date: Mon, 9 Feb 2026 13:30:26 +0000
Subject: [PATCH] updated benchmarks

---
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 ...-00001-of-00002__rocm-7_2__hblt0__fa1.log} |    0
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 ...-00001-of-00003__rocm-7_2__hblt0__fa1.log} |    0
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 ...t-Q3_K_S__rocm-7_2__fa1__longctx32768.log} |    0
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 ...of-00003__rocm-7_2__fa1__longctx32768.log} |    0
 ...-00001-of-00003__rocm-7_2__hblt0__fa1.log} |    0
 ...3__rocm-7_2__hblt0__fa1__longctx32768.log} |    0
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 ...t-oss-20b-mxfp4__rocm-7_2__hblt0__fa1.log} |    0
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 benchmark/run_benchmarks.sh                   |    3 +-
 benchmark/run_rpc_benchmarks.sh               |    8 +-
 docs/index.html                               |    5 +-
 docs/results.json                             | 2422 ++++++++---------
 204 files changed, 1645 insertions(+), 1376 deletions(-)
 create mode 100644 benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__hblt0__longctx32768__rpc.log
 create mode 100644 benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__hblt0__rpc.log
 create mode 100644 benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__longctx32768__rpc.log
 create mode 100644 benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__rpc.log
 create mode 100644 benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__hblt0__longctx32768__rpc.log
 create mode 100644 benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__hblt0__rpc.log
 create mode 100644 benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__longctx32768__rpc.log
 create mode 100644 benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__rpc.log
 rename benchmark/results-rpc/{ => 09-01-2026}/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7_1_1__hblt0__longctx32768__rpc.log (100%)
 rename benchmark/results-rpc/{ => 09-01-2026}/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7_1_1__hblt0__rpc.log (100%)
 rename benchmark/results-rpc/{ => 09-01-2026}/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7_1_1__longctx32768__rpc.log (100%)
 rename benchmark/results-rpc/{ => 09-01-2026}/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7_1_1__rpc.log (100%)
 create mode 100644 benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_amdvlk__longctx32768__rpc.log
 create mode 100644 benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_amdvlk__rpc.log
 create mode 100644 benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_radv__longctx32768__rpc.log
 create mode 100644 benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_radv__rpc.log
 create mode 100644 benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__hblt0__longctx32768__rpc.log
 create mode 100644 benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__hblt0__rpc.log
 create mode 100644 benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__longctx32768__rpc.log
 create mode 100644 benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__rpc.log
 create mode 100644 benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__hblt0__longctx32768__rpc.log
 create mode 100644 benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__hblt0__rpc.log
 create mode 100644 benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__longctx32768__rpc.log
 create mode 100644 benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__rpc.log
 rename benchmark/results-rpc/{ => 09-01-2026}/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7_1_1__hblt0__longctx32768__rpc.log (100%)
 rename benchmark/results-rpc/{ => 09-01-2026}/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7_1_1__hblt0__rpc.log (100%)
 rename benchmark/results-rpc/{ => 09-01-2026}/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7_1_1__longctx32768__rpc.log (100%)
 rename benchmark/results-rpc/{ => 09-01-2026}/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7_1_1__rpc.log (100%)
 create mode 100644 benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_amdvlk__longctx32768__rpc.log
 create mode 100644 benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_amdvlk__rpc.log
 create mode 100644 benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_radv__longctx32768__rpc.log
 create mode 100644 benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_radv__rpc.log
 create mode 100644 benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm-7_2__hblt0__longctx32768__rpc.log
 create mode 100644 benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm-7_2__hblt0__rpc.log
 create mode 100644 benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm-7_2__longctx32768__rpc.log
 create mode 100644 benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm-7_2__rpc.log
 create mode 100644 benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm-7_2__hblt0__longctx32768__rpc.log
 create mode 100644 benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm-7_2__hblt0__rpc.log
 create mode 100644 benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm-7_2__longctx32768__rpc.log
 create mode 100644 benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm-7_2__rpc.log
 rename benchmark/results/09-01-2026/{Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1.log => Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log => Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log => Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log => Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{GLM-4.5-Air-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1.log => GLM-4.5-Air-UD-Q4_K_XL-00001-of-00002__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{GLM-4.5-Air-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log => GLM-4.5-Air-UD-Q4_K_XL-00001-of-00002__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{GLM-4.5-Air-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log => GLM-4.5-Air-UD-Q4_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{GLM-4.5-Air-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log => GLM-4.5-Air-UD-Q4_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__rocm-7.2__fa1.log => GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__rocm-7.2__fa1__longctx32768.log => GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__rocm-7.2__hblt0__fa1.log => GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__rocm-7.2__hblt0__fa1__longctx32768.log => GLM-4.5-Air-UD-Q6_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1.log => Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log => Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log => Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log => Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__fa1.log => Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__fa1__longctx32768.log => Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__hblt0__fa1.log => Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__hblt0__fa1__longctx32768.log => Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__fa1.log => Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__fa1__longctx32768.log => Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__hblt0__fa1.log => Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log => Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__fa1.log => Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__fa1__longctx32768.log => Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__hblt0__fa1.log => Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__hblt0__fa1__longctx32768.log => Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__fa1.log => Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log => Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log => Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log => Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__fa1.log => Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__fa1__longctx32768.log => Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__hblt0__fa1.log => Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log => Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__fa1.log => Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__fa1__longctx32768.log => Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__hblt0__fa1.log => Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__hblt0__fa1__longctx32768.log => Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1.log => Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log => Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log => Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log => Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__fa1.log => gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__fa1__longctx32768.log => gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__hblt0__fa1.log => gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log => gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__fa1.log => gemma-3-27b-it-BF16-00001-of-00002__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log => gemma-3-27b-it-BF16-00001-of-00002__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log => gemma-3-27b-it-BF16-00001-of-00002__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log => gemma-3-27b-it-BF16-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{gemma-3-4b-it-Q3_K_S__rocm-7.2__fa1.log => gemma-3-4b-it-Q3_K_S__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{gemma-3-4b-it-Q3_K_S__rocm-7.2__fa1__longctx32768.log => gemma-3-4b-it-Q3_K_S__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{gemma-3-4b-it-Q3_K_S__rocm-7.2__hblt0__fa1.log => gemma-3-4b-it-Q3_K_S__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{gemma-3-4b-it-Q3_K_S__rocm-7.2__hblt0__fa1__longctx32768.log => gemma-3-4b-it-Q3_K_S__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__fa1.log => gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__fa1__longctx32768.log => gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__hblt0__fa1.log => gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__hblt0__fa1__longctx32768.log => gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{gpt-oss-20b-mxfp4__rocm-7.2__fa1.log => gpt-oss-20b-mxfp4__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{gpt-oss-20b-mxfp4__rocm-7.2__fa1__longctx32768.log => gpt-oss-20b-mxfp4__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{gpt-oss-20b-mxfp4__rocm-7.2__hblt0__fa1.log => gpt-oss-20b-mxfp4__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{gpt-oss-20b-mxfp4__rocm-7.2__hblt0__fa1__longctx32768.log => gpt-oss-20b-mxfp4__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{llama-2-7b.Q4_0__rocm-7.2__fa1.log => llama-2-7b.Q4_0__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{llama-2-7b.Q4_0__rocm-7.2__fa1__longctx32768.log => llama-2-7b.Q4_0__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/09-01-2026/{llama-2-7b.Q4_0__rocm-7.2__hblt0__fa1.log => llama-2-7b.Q4_0__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/09-01-2026/{llama-2-7b.Q4_0__rocm-7.2__hblt0__fa1__longctx32768.log => llama-2-7b.Q4_0__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/{Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1.log => Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/{Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log => Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/{Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log => Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/{Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log => Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/{GLM-4.7-Flash-BF16-00001-of-00002__rocm-7.2__fa1.log => GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/{GLM-4.7-Flash-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log => GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/{GLM-4.7-Flash-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log => GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/{GLM-4.7-Flash-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log => GLM-4.7-Flash-BF16-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/{GLM-4.7-Flash-UD-Q8_K_XL__rocm-7.2__fa1.log => GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/{GLM-4.7-Flash-UD-Q8_K_XL__rocm-7.2__fa1__longctx32768.log => GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/{GLM-4.7-Flash-UD-Q8_K_XL__rocm-7.2__hblt0__fa1.log => GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/{GLM-4.7-Flash-UD-Q8_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log => GLM-4.7-Flash-UD-Q8_K_XL__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/{Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1.log => Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/{Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log => Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/{Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log => Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/{Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log => Llama-3.3-70B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/{Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__fa1.log => Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/{Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__fa1__longctx32768.log => Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/{Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__hblt0__fa1.log => Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/{Ministral-3-14B-Instruct-2512-BF16__rocm-7.2__hblt0__fa1__longctx32768.log => Ministral-3-14B-Instruct-2512-BF16__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/{Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__fa1.log => Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/{Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__fa1__longctx32768.log => Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/{Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__hblt0__fa1.log => Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/{Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log => Nemotron-3-Nano-30B-A3B-UD-Q8_K_XL__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/{Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__fa1.log => Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/{Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__fa1__longctx32768.log => Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/{Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__hblt0__fa1.log => Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/{Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7.2__hblt0__fa1__longctx32768.log => Qwen3-235B-A22B-Instruct-2507-UD-Q3_K_XL-00001-of-00003__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/{Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__fa1.log => Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/{Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log => Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/{Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log => Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/{Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log => Qwen3-30B-A3B-BF16-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/{Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__fa1.log => Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/{Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__fa1__longctx32768.log => Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/{Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__hblt0__fa1.log => Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/{Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log => Qwen3-30B-A3B-Instruct-2507-UD-Q6_K_XL__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/{Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__fa1.log => Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/{Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__fa1__longctx32768.log => Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/{Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__hblt0__fa1.log => Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/{Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7.2__hblt0__fa1__longctx32768.log => Qwen3-Coder-30B-A3B-Instruct-Q4_K_M__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/{Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1.log => Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/{Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__fa1__longctx32768.log => Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/{Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log => Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/{Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log => Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/{gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__fa1.log => gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/{gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__fa1__longctx32768.log => gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/{gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__hblt0__fa1.log => gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/{gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__hblt0__fa1__longctx32768.log => gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/{gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__fa1.log => gemma-3-27b-it-BF16-00001-of-00002__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/{gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log => gemma-3-27b-it-BF16-00001-of-00002__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/{gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log => gemma-3-27b-it-BF16-00001-of-00002__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/{gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log => gemma-3-27b-it-BF16-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/{gemma-3-4b-it-Q3_K_S__rocm-7.2__fa1.log => gemma-3-4b-it-Q3_K_S__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/{gemma-3-4b-it-Q3_K_S__rocm-7.2__fa1__longctx32768.log => gemma-3-4b-it-Q3_K_S__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/{gemma-3-4b-it-Q3_K_S__rocm-7.2__hblt0__fa1.log => gemma-3-4b-it-Q3_K_S__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/{gemma-3-4b-it-Q3_K_S__rocm-7.2__hblt0__fa1__longctx32768.log => gemma-3-4b-it-Q3_K_S__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/{gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__fa1.log => gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/{gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__fa1__longctx32768.log => gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/{gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__hblt0__fa1.log => gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/{gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__hblt0__fa1__longctx32768.log => gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/{gpt-oss-20b-mxfp4__rocm-7.2__fa1.log => gpt-oss-20b-mxfp4__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/{gpt-oss-20b-mxfp4__rocm-7.2__fa1__longctx32768.log => gpt-oss-20b-mxfp4__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/{gpt-oss-20b-mxfp4__rocm-7.2__hblt0__fa1.log => gpt-oss-20b-mxfp4__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/{gpt-oss-20b-mxfp4__rocm-7.2__hblt0__fa1__longctx32768.log => gpt-oss-20b-mxfp4__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)
 rename benchmark/results/{llama-2-7b.Q4_0__rocm-7.2__fa1.log => llama-2-7b.Q4_0__rocm-7_2__fa1.log} (100%)
 rename benchmark/results/{llama-2-7b.Q4_0__rocm-7.2__fa1__longctx32768.log => llama-2-7b.Q4_0__rocm-7_2__fa1__longctx32768.log} (100%)
 rename benchmark/results/{llama-2-7b.Q4_0__rocm-7.2__hblt0__fa1.log => llama-2-7b.Q4_0__rocm-7_2__hblt0__fa1.log} (100%)
 rename benchmark/results/{llama-2-7b.Q4_0__rocm-7.2__hblt0__fa1__longctx32768.log => llama-2-7b.Q4_0__rocm-7_2__hblt0__fa1__longctx32768.log} (100%)

diff --git a/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__hblt0__longctx32768__rpc.log b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__hblt0__longctx32768__rpc.log
new file mode 100644
index 0000000..019b7bd
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__hblt0__longctx32768__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         18.41 ± 0.00 |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          4.12 ± 0.00 |
+
+build: 2656c0d26 (7693)
diff --git a/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__hblt0__rpc.log b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__hblt0__rpc.log
new file mode 100644
index 0000000..2339073
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__hblt0__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |    0 |           pp512 |        101.82 ± 0.34 |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |    0 |           tg128 |          8.71 ± 0.00 |
+
+build: 2656c0d26 (7693)
diff --git a/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__longctx32768__rpc.log b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__longctx32768__rpc.log
new file mode 100644
index 0000000..7d68b86
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__longctx32768__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         17.93 ± 0.00 |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          4.13 ± 0.00 |
+
+build: 2656c0d26 (7693)
diff --git a/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__rpc.log b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__rpc.log
new file mode 100644
index 0000000..09254e0
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |    0 |           pp512 |         95.55 ± 0.26 |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |    0 |           tg128 |          8.78 ± 0.00 |
+
+build: 2656c0d26 (7693)
diff --git a/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__hblt0__longctx32768__rpc.log b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__hblt0__longctx32768__rpc.log
new file mode 100644
index 0000000..d7afa2a
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__hblt0__longctx32768__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         18.59 ± 0.00 |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          3.63 ± 0.00 |
+
+build: 2656c0d26 (7693)
diff --git a/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__hblt0__rpc.log b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__hblt0__rpc.log
new file mode 100644
index 0000000..9e62d86
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__hblt0__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |    0 |           pp512 |        103.11 ± 0.08 |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |    0 |           tg128 |          9.11 ± 0.03 |
+
+build: 2656c0d26 (7693)
diff --git a/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__longctx32768__rpc.log b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__longctx32768__rpc.log
new file mode 100644
index 0000000..e5e59f5
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__longctx32768__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         18.03 ± 0.00 |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          3.63 ± 0.00 |
+
+build: 2656c0d26 (7693)
diff --git a/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__rpc.log b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__rpc.log
new file mode 100644
index 0000000..0abf42d
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |    0 |           pp512 |         87.98 ± 0.29 |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |    0 |           tg128 |          9.10 ± 0.02 |
+
+build: 2656c0d26 (7693)
diff --git a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7_1_1__hblt0__longctx32768__rpc.log b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7_1_1__hblt0__longctx32768__rpc.log
similarity index 100%
rename from benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7_1_1__hblt0__longctx32768__rpc.log
rename to benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7_1_1__hblt0__longctx32768__rpc.log
diff --git a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7_1_1__hblt0__rpc.log b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7_1_1__hblt0__rpc.log
similarity index 100%
rename from benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7_1_1__hblt0__rpc.log
rename to benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7_1_1__hblt0__rpc.log
diff --git a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7_1_1__longctx32768__rpc.log b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7_1_1__longctx32768__rpc.log
similarity index 100%
rename from benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7_1_1__longctx32768__rpc.log
rename to benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7_1_1__longctx32768__rpc.log
diff --git a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7_1_1__rpc.log b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7_1_1__rpc.log
similarity index 100%
rename from benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7_1_1__rpc.log
rename to benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7_1_1__rpc.log
diff --git a/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_amdvlk__longctx32768__rpc.log b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_amdvlk__longctx32768__rpc.log
new file mode 100644
index 0000000..bff85ad
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_amdvlk__longctx32768__rpc.log
@@ -0,0 +1,19 @@
+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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+/opt/llama.cpp/ggml/src/ggml-rpc/ggml-rpc.cpp:724: Remote RPC server crashed or returned malformed response
+/lib64/libggml-base.so.0(+0x35a5) [0x7f92f39eb5a5]
+/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f92f39eb96b]
+/lib64/libggml-base.so.0(ggml_abort+0x11f) [0x7f92f39ebaef]
+/lib64/libggml-rpc.so.0(+0x5b4a) [0x7f92f7010b4a]
+/lib64/libggml-base.so.0(+0x171b2) [0x7f92f39ff1b2]
+/lib64/libggml-base.so.0(+0x1749f) [0x7f92f39ff49f]
+/lib64/libggml-base.so.0(ggml_backend_alloc_ctx_tensors_from_buft+0x19) [0x7f92f3a00509]
+/lib64/libllama.so.0(_ZN11llama_model12load_tensorsER18llama_model_loader+0x3c61) [0x7f92f72603c1]
+/lib64/libllama.so.0(+0x25568) [0x7f92f71b6568]
+/lib64/libllama.so.0(llama_model_load_from_file+0xac) [0x7f92f71b73cc]
+/usr/sbin/llama-bench() [0x4077b5]
+/lib64/libc.so.6(+0x35b5) [0x7f92f33815b5]
+/lib64/libc.so.6(__libc_start_main+0x88) [0x7f92f3381668]
+/usr/sbin/llama-bench() [0x409cf5]
diff --git a/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_amdvlk__rpc.log b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_amdvlk__rpc.log
new file mode 100644
index 0000000..6f7a3a0
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_amdvlk__rpc.log
@@ -0,0 +1,19 @@
+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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+/opt/llama.cpp/ggml/src/ggml-rpc/ggml-rpc.cpp:724: Remote RPC server crashed or returned malformed response
+/lib64/libggml-base.so.0(+0x35a5) [0x7f4efadba5a5]
+/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f4efadba96b]
+/lib64/libggml-base.so.0(ggml_abort+0x11f) [0x7f4efadbaaef]
+/lib64/libggml-rpc.so.0(+0x5b4a) [0x7f4efe3dfb4a]
+/lib64/libggml-base.so.0(+0x171b2) [0x7f4efadce1b2]
+/lib64/libggml-base.so.0(+0x1749f) [0x7f4efadce49f]
+/lib64/libggml-base.so.0(ggml_backend_alloc_ctx_tensors_from_buft+0x19) [0x7f4efadcf509]
+/lib64/libllama.so.0(_ZN11llama_model12load_tensorsER18llama_model_loader+0x3c61) [0x7f4efe62f3c1]
+/lib64/libllama.so.0(+0x25568) [0x7f4efe585568]
+/lib64/libllama.so.0(llama_model_load_from_file+0xac) [0x7f4efe5863cc]
+/usr/sbin/llama-bench() [0x4077b5]
+/lib64/libc.so.6(+0x35b5) [0x7f4efa7505b5]
+/lib64/libc.so.6(__libc_start_main+0x88) [0x7f4efa750668]
+/usr/sbin/llama-bench() [0x409cf5]
diff --git a/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_radv__longctx32768__rpc.log b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_radv__longctx32768__rpc.log
new file mode 100644
index 0000000..13c4edf
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_radv__longctx32768__rpc.log
@@ -0,0 +1 @@
+Error: unable to find user kyuz0: no matching entries in passwd file
diff --git a/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_radv__rpc.log b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_radv__rpc.log
new file mode 100644
index 0000000..13c4edf
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_radv__rpc.log
@@ -0,0 +1 @@
+Error: unable to find user kyuz0: no matching entries in passwd file
diff --git a/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__hblt0__longctx32768__rpc.log b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__hblt0__longctx32768__rpc.log
new file mode 100644
index 0000000..ed18edd
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__hblt0__longctx32768__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         59.80 ± 0.00 |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          6.45 ± 0.00 |
+
+build: 2656c0d26 (7693)
diff --git a/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__hblt0__rpc.log b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__hblt0__rpc.log
new file mode 100644
index 0000000..7578042
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__hblt0__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |    0 |           pp512 |        172.78 ± 2.43 |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |    0 |           tg128 |         18.17 ± 0.05 |
+
+build: 2656c0d26 (7693)
diff --git a/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__longctx32768__rpc.log b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__longctx32768__rpc.log
new file mode 100644
index 0000000..3ea4755
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__longctx32768__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         59.95 ± 0.00 |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          6.45 ± 0.00 |
+
+build: 2656c0d26 (7693)
diff --git a/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__rpc.log b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__rpc.log
new file mode 100644
index 0000000..1978468
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |    0 |           pp512 |        173.98 ± 1.76 |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |    0 |           tg128 |         18.17 ± 0.04 |
+
+build: 2656c0d26 (7693)
diff --git a/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__hblt0__longctx32768__rpc.log b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__hblt0__longctx32768__rpc.log
new file mode 100644
index 0000000..d67ecf9
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__hblt0__longctx32768__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         60.12 ± 0.00 |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          6.04 ± 0.00 |
+
+build: 2656c0d26 (7693)
diff --git a/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__hblt0__rpc.log b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__hblt0__rpc.log
new file mode 100644
index 0000000..733c3da
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__hblt0__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |    0 |           pp512 |        157.51 ± 1.13 |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |    0 |           tg128 |         18.24 ± 0.10 |
+
+build: 2656c0d26 (7693)
diff --git a/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__longctx32768__rpc.log b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__longctx32768__rpc.log
new file mode 100644
index 0000000..2b480f3
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__longctx32768__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         60.47 ± 0.00 |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          6.04 ± 0.00 |
+
+build: 2656c0d26 (7693)
diff --git a/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__rpc.log b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__rpc.log
new file mode 100644
index 0000000..6d1ea52
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |    0 |           pp512 |        162.36 ± 1.16 |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |    0 |           tg128 |         18.23 ± 0.08 |
+
+build: 2656c0d26 (7693)
diff --git a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7_1_1__hblt0__longctx32768__rpc.log b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7_1_1__hblt0__longctx32768__rpc.log
similarity index 100%
rename from benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7_1_1__hblt0__longctx32768__rpc.log
rename to benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7_1_1__hblt0__longctx32768__rpc.log
diff --git a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7_1_1__hblt0__rpc.log b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7_1_1__hblt0__rpc.log
similarity index 100%
rename from benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7_1_1__hblt0__rpc.log
rename to benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7_1_1__hblt0__rpc.log
diff --git a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7_1_1__longctx32768__rpc.log b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7_1_1__longctx32768__rpc.log
similarity index 100%
rename from benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7_1_1__longctx32768__rpc.log
rename to benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7_1_1__longctx32768__rpc.log
diff --git a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7_1_1__rpc.log b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7_1_1__rpc.log
similarity index 100%
rename from benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7_1_1__rpc.log
rename to benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7_1_1__rpc.log
diff --git a/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_amdvlk__longctx32768__rpc.log b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_amdvlk__longctx32768__rpc.log
new file mode 100644
index 0000000..ce783c3
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_amdvlk__longctx32768__rpc.log
@@ -0,0 +1,3 @@
+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
+Failed to connect to 10.0.0.1:50052
diff --git a/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_amdvlk__rpc.log b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_amdvlk__rpc.log
new file mode 100644
index 0000000..264c27f
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_amdvlk__rpc.log
@@ -0,0 +1,19 @@
+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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+/opt/llama.cpp/ggml/src/ggml-rpc/ggml-rpc.cpp:724: Remote RPC server crashed or returned malformed response
+/lib64/libggml-base.so.0(+0x35a5) [0x7f7c046f25a5]
+/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f7c046f296b]
+/lib64/libggml-base.so.0(ggml_abort+0x11f) [0x7f7c046f2aef]
+/lib64/libggml-rpc.so.0(+0x5b4a) [0x7f7c07d17b4a]
+/lib64/libggml-base.so.0(+0x171b2) [0x7f7c047061b2]
+/lib64/libggml-base.so.0(+0x1749f) [0x7f7c0470649f]
+/lib64/libggml-base.so.0(ggml_backend_alloc_ctx_tensors_from_buft+0x19) [0x7f7c04707509]
+/lib64/libllama.so.0(_ZN11llama_model12load_tensorsER18llama_model_loader+0x3c61) [0x7f7c07f673c1]
+/lib64/libllama.so.0(+0x25568) [0x7f7c07ebd568]
+/lib64/libllama.so.0(llama_model_load_from_file+0xac) [0x7f7c07ebe3cc]
+/usr/sbin/llama-bench() [0x4077b5]
+/lib64/libc.so.6(+0x35b5) [0x7f7c040885b5]
+/lib64/libc.so.6(__libc_start_main+0x88) [0x7f7c04088668]
+/usr/sbin/llama-bench() [0x409cf5]
diff --git a/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_radv__longctx32768__rpc.log b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_radv__longctx32768__rpc.log
new file mode 100644
index 0000000..381ed94
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_radv__longctx32768__rpc.log
@@ -0,0 +1,19 @@
+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
+Failed to connect to 10.0.0.1:50052
+radv/amdgpu: Failed to allocate a buffer:
+radv/amdgpu:    size      : 990904320 bytes
+radv/amdgpu:    alignment : 262144 bytes
+radv/amdgpu:    domains   : 4
+radv/amdgpu: Failed to allocate a buffer:
+radv/amdgpu:    size      : 990904320 bytes
+radv/amdgpu:    alignment : 262144 bytes
+radv/amdgpu:    domains   : 4
+radv/amdgpu: Failed to allocate a buffer:
+radv/amdgpu:    size      : 990904320 bytes
+radv/amdgpu:    alignment : 262144 bytes
+radv/amdgpu:    domains   : 4
+radv/amdgpu: Failed to allocate a buffer:
+radv/amdgpu:    size      : 990904320 bytes
+radv/amdgpu:    alignment : 262144 bytes
+radv/amdgpu:    domains   : 4
diff --git a/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_radv__rpc.log b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_radv__rpc.log
new file mode 100644
index 0000000..f1f44b3
--- /dev/null
+++ b/benchmark/results-rpc/09-01-2026/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_radv__rpc.log
@@ -0,0 +1,19 @@
+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 |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+/opt/llama.cpp/ggml/src/ggml-rpc/ggml-rpc.cpp:724: Remote RPC server crashed or returned malformed response
+/lib64/libggml-base.so.0(+0x35a5) [0x7fe6965fe5a5]
+/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7fe6965fe96b]
+/lib64/libggml-base.so.0(ggml_abort+0x11f) [0x7fe6965feaef]
+/lib64/libggml-rpc.so.0(+0x5b4a) [0x7fe699c23b4a]
+/lib64/libggml-base.so.0(+0x171b2) [0x7fe6966121b2]
+/lib64/libggml-base.so.0(+0x1749f) [0x7fe69661249f]
+/lib64/libggml-base.so.0(ggml_backend_alloc_ctx_tensors_from_buft+0x19) [0x7fe696613509]
+/lib64/libllama.so.0(_ZN11llama_model12load_tensorsER18llama_model_loader+0x3c61) [0x7fe699e733c1]
+/lib64/libllama.so.0(+0x25568) [0x7fe699dc9568]
+/lib64/libllama.so.0(llama_model_load_from_file+0xac) [0x7fe699dca3cc]
+/usr/sbin/llama-bench() [0x4077b5]
+/lib64/libc.so.6(+0x35b5) [0x7fe695f945b5]
+/lib64/libc.so.6(__libc_start_main+0x88) [0x7fe695f94668]
+/usr/sbin/llama-bench() [0x409cf5]
diff --git a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm-7_2__hblt0__longctx32768__rpc.log b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm-7_2__hblt0__longctx32768__rpc.log
new file mode 100644
index 0000000..f092d93
--- /dev/null
+++ b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm-7_2__hblt0__longctx32768__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 | pp2048 @ d32768 |         18.17 ± 0.00 |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 |   tg32 @ d32768 |          3.73 ± 0.00 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm-7_2__hblt0__rpc.log b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm-7_2__hblt0__rpc.log
new file mode 100644
index 0000000..9081cd2
--- /dev/null
+++ b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm-7_2__hblt0__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |           pp512 |         97.96 ± 0.29 |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |           tg128 |          9.09 ± 0.00 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm-7_2__longctx32768__rpc.log b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm-7_2__longctx32768__rpc.log
new file mode 100644
index 0000000..9e17012
--- /dev/null
+++ b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm-7_2__longctx32768__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 | pp2048 @ d32768 |         17.22 ± 0.00 |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 |   tg32 @ d32768 |          3.72 ± 0.00 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm-7_2__rpc.log b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm-7_2__rpc.log
new file mode 100644
index 0000000..9d7ef4b
--- /dev/null
+++ b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm-7_2__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |           pp512 |         73.57 ± 0.23 |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |           tg128 |          9.02 ± 0.01 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__hblt0__longctx32768__rpc.log b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__hblt0__longctx32768__rpc.log
index 019b7bd..a33a174 100644
--- a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__hblt0__longctx32768__rpc.log
+++ b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__hblt0__longctx32768__rpc.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         18.41 ± 0.00 |
-| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          4.12 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 | pp2048 @ d32768 |         18.79 ± 0.00 |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 |   tg32 @ d32768 |          4.13 ± 0.00 |
 
-build: 2656c0d26 (7693)
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__hblt0__rpc.log b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__hblt0__rpc.log
index 2339073..f0507b1 100644
--- a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__hblt0__rpc.log
+++ b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__hblt0__rpc.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |    0 |           pp512 |        101.82 ± 0.34 |
-| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |    0 |           tg128 |          8.71 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |           pp512 |         99.24 ± 0.14 |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |           tg128 |          8.55 ± 0.00 |
 
-build: 2656c0d26 (7693)
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__longctx32768__rpc.log b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__longctx32768__rpc.log
index 7d68b86..181fa3d 100644
--- a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__longctx32768__rpc.log
+++ b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__longctx32768__rpc.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         17.93 ± 0.00 |
-| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          4.13 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 | pp2048 @ d32768 |         18.80 ± 0.00 |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 |   tg32 @ d32768 |          4.10 ± 0.00 |
 
-build: 2656c0d26 (7693)
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__rpc.log b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__rpc.log
index 09254e0..265c4d3 100644
--- a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__rpc.log
+++ b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm6_4_4__rpc.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |    0 |           pp512 |         95.55 ± 0.26 |
-| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |    0 |           tg128 |          8.78 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |           pp512 |         99.22 ± 0.25 |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |           tg128 |          8.55 ± 0.00 |
 
-build: 2656c0d26 (7693)
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__hblt0__longctx32768__rpc.log b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__hblt0__longctx32768__rpc.log
index d7afa2a..9fa9c59 100644
--- a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__hblt0__longctx32768__rpc.log
+++ b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__hblt0__longctx32768__rpc.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         18.59 ± 0.00 |
-| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          3.63 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 | pp2048 @ d32768 |         18.35 ± 0.00 |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 |   tg32 @ d32768 |          3.69 ± 0.00 |
 
-build: 2656c0d26 (7693)
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__hblt0__rpc.log b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__hblt0__rpc.log
index 9e62d86..36c2a5f 100644
--- a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__hblt0__rpc.log
+++ b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__hblt0__rpc.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |    0 |           pp512 |        103.11 ± 0.08 |
-| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |    0 |           tg128 |          9.11 ± 0.03 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |           pp512 |         99.58 ± 0.65 |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |           tg128 |          9.04 ± 0.01 |
 
-build: 2656c0d26 (7693)
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__longctx32768__rpc.log b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__longctx32768__rpc.log
index e5e59f5..e572b4d 100644
--- a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__longctx32768__rpc.log
+++ b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__longctx32768__rpc.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         18.03 ± 0.00 |
-| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          3.63 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 | pp2048 @ d32768 |         17.17 ± 0.00 |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |     2048 |  1 |   tg32 @ d32768 |          3.67 ± 0.00 |
 
-build: 2656c0d26 (7693)
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__rpc.log b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__rpc.log
index 0abf42d..19521cd 100644
--- a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__rpc.log
+++ b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__rocm7-nightlies__rpc.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |    0 |           pp512 |         87.98 ± 0.29 |
-| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |    0 |           tg128 |          9.10 ± 0.02 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |           pp512 |         72.73 ± 0.53 |
+| glm4moe 355B.A32B Q4_K - Medium | 189.69 GiB |   356.79 B | ROCm,RPC   |  99 |  1 |           tg128 |          9.05 ± 0.00 |
 
-build: 2656c0d26 (7693)
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_amdvlk__longctx32768__rpc.log b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_amdvlk__longctx32768__rpc.log
index bff85ad..f1c441f 100644
--- a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_amdvlk__longctx32768__rpc.log
+++ b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_amdvlk__longctx32768__rpc.log
@@ -1,19 +1,3 @@
 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 |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-/opt/llama.cpp/ggml/src/ggml-rpc/ggml-rpc.cpp:724: Remote RPC server crashed or returned malformed response
-/lib64/libggml-base.so.0(+0x35a5) [0x7f92f39eb5a5]
-/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f92f39eb96b]
-/lib64/libggml-base.so.0(ggml_abort+0x11f) [0x7f92f39ebaef]
-/lib64/libggml-rpc.so.0(+0x5b4a) [0x7f92f7010b4a]
-/lib64/libggml-base.so.0(+0x171b2) [0x7f92f39ff1b2]
-/lib64/libggml-base.so.0(+0x1749f) [0x7f92f39ff49f]
-/lib64/libggml-base.so.0(ggml_backend_alloc_ctx_tensors_from_buft+0x19) [0x7f92f3a00509]
-/lib64/libllama.so.0(_ZN11llama_model12load_tensorsER18llama_model_loader+0x3c61) [0x7f92f72603c1]
-/lib64/libllama.so.0(+0x25568) [0x7f92f71b6568]
-/lib64/libllama.so.0(llama_model_load_from_file+0xac) [0x7f92f71b73cc]
-/usr/sbin/llama-bench() [0x4077b5]
-/lib64/libc.so.6(+0x35b5) [0x7f92f33815b5]
-/lib64/libc.so.6(__libc_start_main+0x88) [0x7f92f3381668]
-/usr/sbin/llama-bench() [0x409cf5]
+Failed to connect to 192.168.100.2:50052
diff --git a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_amdvlk__rpc.log b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_amdvlk__rpc.log
index 6f7a3a0..f85bb5c 100644
--- a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_amdvlk__rpc.log
+++ b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_amdvlk__rpc.log
@@ -1,19 +1,19 @@
 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 |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
 /opt/llama.cpp/ggml/src/ggml-rpc/ggml-rpc.cpp:724: Remote RPC server crashed or returned malformed response
-/lib64/libggml-base.so.0(+0x35a5) [0x7f4efadba5a5]
-/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f4efadba96b]
-/lib64/libggml-base.so.0(ggml_abort+0x11f) [0x7f4efadbaaef]
-/lib64/libggml-rpc.so.0(+0x5b4a) [0x7f4efe3dfb4a]
-/lib64/libggml-base.so.0(+0x171b2) [0x7f4efadce1b2]
-/lib64/libggml-base.so.0(+0x1749f) [0x7f4efadce49f]
-/lib64/libggml-base.so.0(ggml_backend_alloc_ctx_tensors_from_buft+0x19) [0x7f4efadcf509]
-/lib64/libllama.so.0(_ZN11llama_model12load_tensorsER18llama_model_loader+0x3c61) [0x7f4efe62f3c1]
-/lib64/libllama.so.0(+0x25568) [0x7f4efe585568]
-/lib64/libllama.so.0(llama_model_load_from_file+0xac) [0x7f4efe5863cc]
-/usr/sbin/llama-bench() [0x4077b5]
-/lib64/libc.so.6(+0x35b5) [0x7f4efa7505b5]
-/lib64/libc.so.6(__libc_start_main+0x88) [0x7f4efa750668]
-/usr/sbin/llama-bench() [0x409cf5]
+/lib64/libggml-base.so.0(+0x35a5) [0x7f14eecbd5a5]
+/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f14eecbd96b]
+/lib64/libggml-base.so.0(ggml_abort+0x11f) [0x7f14eecbdaef]
+/lib64/libggml-rpc.so.0(+0x5b4a) [0x7f14f2311b4a]
+/lib64/libggml-base.so.0(+0x174f2) [0x7f14eecd14f2]
+/lib64/libggml-base.so.0(+0x177df) [0x7f14eecd17df]
+/lib64/libggml-base.so.0(ggml_backend_alloc_ctx_tensors_from_buft+0x19) [0x7f14eecd2849]
+/lib64/libllama.so.0(_ZN11llama_model12load_tensorsER18llama_model_loader+0x3c41) [0x7f14f257dbe1]
+/lib64/libllama.so.0(+0x279e8) [0x7f14f24c79e8]
+/lib64/libllama.so.0(llama_model_load_from_file+0xac) [0x7f14f24c884c]
+/usr/sbin/llama-bench() [0x407fbd]
+/lib64/libc.so.6(+0x35b5) [0x7f14ee1055b5]
+/lib64/libc.so.6(__libc_start_main+0x88) [0x7f14ee105668]
+/usr/sbin/llama-bench() [0x40a7b5]
diff --git a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_radv__longctx32768__rpc.log b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_radv__longctx32768__rpc.log
index 13c4edf..906b475 100644
--- a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_radv__longctx32768__rpc.log
+++ b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_radv__longctx32768__rpc.log
@@ -1 +1 @@
-Error: unable to find user kyuz0: no matching entries in passwd file
+Error: failed to start container llama-vulkan-radv
diff --git a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_radv__rpc.log b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_radv__rpc.log
index 13c4edf..906b475 100644
--- a/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_radv__rpc.log
+++ b/benchmark/results-rpc/GLM-4.6-UD-Q4_K_XL-00001-of-00005__vulkan_radv__rpc.log
@@ -1 +1 @@
-Error: unable to find user kyuz0: no matching entries in passwd file
+Error: failed to start container llama-vulkan-radv
diff --git a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm-7_2__hblt0__longctx32768__rpc.log b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm-7_2__hblt0__longctx32768__rpc.log
new file mode 100644
index 0000000..99e7150
--- /dev/null
+++ b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm-7_2__hblt0__longctx32768__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 | pp2048 @ d32768 |         58.89 ± 0.00 |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 |   tg32 @ d32768 |          5.92 ± 0.00 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm-7_2__hblt0__rpc.log b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm-7_2__hblt0__rpc.log
new file mode 100644
index 0000000..a5bcaa6
--- /dev/null
+++ b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm-7_2__hblt0__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |           pp512 |        158.25 ± 0.52 |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |           tg128 |         19.04 ± 0.00 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm-7_2__longctx32768__rpc.log b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm-7_2__longctx32768__rpc.log
new file mode 100644
index 0000000..a04603f
--- /dev/null
+++ b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm-7_2__longctx32768__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 | pp2048 @ d32768 |         59.95 ± 0.00 |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 |   tg32 @ d32768 |          5.91 ± 0.00 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm-7_2__rpc.log b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm-7_2__rpc.log
new file mode 100644
index 0000000..65cdcde
--- /dev/null
+++ b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm-7_2__rpc.log
@@ -0,0 +1,8 @@
+ggml_cuda_init: found 1 ROCm devices:
+  Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |           pp512 |        159.79 ± 0.35 |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |           tg128 |         19.05 ± 0.00 |
+
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__hblt0__longctx32768__rpc.log b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__hblt0__longctx32768__rpc.log
index ed18edd..d3d7632 100644
--- a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__hblt0__longctx32768__rpc.log
+++ b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__hblt0__longctx32768__rpc.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         59.80 ± 0.00 |
-| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          6.45 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 | pp2048 @ d32768 |         64.41 ± 0.00 |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 |   tg32 @ d32768 |          6.41 ± 0.00 |
 
-build: 2656c0d26 (7693)
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__hblt0__rpc.log b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__hblt0__rpc.log
index 7578042..b07a592 100644
--- a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__hblt0__rpc.log
+++ b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__hblt0__rpc.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |    0 |           pp512 |        172.78 ± 2.43 |
-| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |    0 |           tg128 |         18.17 ± 0.05 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |           pp512 |        169.30 ± 0.95 |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |           tg128 |         18.93 ± 0.01 |
 
-build: 2656c0d26 (7693)
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__longctx32768__rpc.log b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__longctx32768__rpc.log
index 3ea4755..d4933d6 100644
--- a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__longctx32768__rpc.log
+++ b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__longctx32768__rpc.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         59.95 ± 0.00 |
-| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          6.45 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 | pp2048 @ d32768 |         65.69 ± 0.00 |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 |   tg32 @ d32768 |          6.47 ± 0.00 |
 
-build: 2656c0d26 (7693)
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__rpc.log b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__rpc.log
index 1978468..c216092 100644
--- a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__rpc.log
+++ b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm6_4_4__rpc.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |    0 |           pp512 |        173.98 ± 1.76 |
-| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |    0 |           tg128 |         18.17 ± 0.04 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |           pp512 |        169.50 ± 1.04 |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |           tg128 |         18.89 ± 0.00 |
 
-build: 2656c0d26 (7693)
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__hblt0__longctx32768__rpc.log b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__hblt0__longctx32768__rpc.log
index d67ecf9..38e1dda 100644
--- a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__hblt0__longctx32768__rpc.log
+++ b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__hblt0__longctx32768__rpc.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         60.12 ± 0.00 |
-| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          6.04 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 | pp2048 @ d32768 |         60.88 ± 0.00 |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 |   tg32 @ d32768 |          6.10 ± 0.00 |
 
-build: 2656c0d26 (7693)
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__hblt0__rpc.log b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__hblt0__rpc.log
index 733c3da..22e2443 100644
--- a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__hblt0__rpc.log
+++ b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__hblt0__rpc.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |    0 |           pp512 |        157.51 ± 1.13 |
-| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |    0 |           tg128 |         18.24 ± 0.10 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |           pp512 |        171.03 ± 0.56 |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |           tg128 |         18.98 ± 0.02 |
 
-build: 2656c0d26 (7693)
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__longctx32768__rpc.log b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__longctx32768__rpc.log
index 2b480f3..b3239b5 100644
--- a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__longctx32768__rpc.log
+++ b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__longctx32768__rpc.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | n_ubatch | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | ---: | --------------: | -------------------: |
-| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 |    0 | pp2048 @ d32768 |         60.47 ± 0.00 |
-| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 |    0 |   tg32 @ d32768 |          6.04 ± 0.00 |
+| model                          |       size |     params | backend    | ngl | n_ubatch | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -------: | -: | --------------: | -------------------: |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 | pp2048 @ d32768 |         60.78 ± 0.00 |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |     2048 |  1 |   tg32 @ d32768 |          6.10 ± 0.00 |
 
-build: 2656c0d26 (7693)
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__rpc.log b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__rpc.log
index 6d1ea52..ce19ab2 100644
--- a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__rpc.log
+++ b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__rocm7-nightlies__rpc.log
@@ -1,8 +1,8 @@
 ggml_cuda_init: found 1 ROCm devices:
   Device 0: Radeon 8060S Graphics, gfx1151 (0x1151), VMM: no, Wave Size: 32
-| model                          |       size |     params | backend    | ngl | fa | mmap |            test |                  t/s |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
-| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |    0 |           pp512 |        162.36 ± 1.16 |
-| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |    0 |           tg128 |         18.23 ± 0.08 |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |           pp512 |        173.91 ± 0.29 |
+| minimax-m2 230B.A10B Q6_K      | 180.94 GiB |   228.69 B | ROCm,RPC   |  99 |  1 |           tg128 |         19.05 ± 0.00 |
 
-build: 2656c0d26 (7693)
+build: e0c93af2a (7938)
diff --git a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_amdvlk__longctx32768__rpc.log b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_amdvlk__longctx32768__rpc.log
index ce783c3..2e20f75 100644
--- a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_amdvlk__longctx32768__rpc.log
+++ b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_amdvlk__longctx32768__rpc.log
@@ -1,3 +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
-Failed to connect to 10.0.0.1:50052
+Failed to connect to 192.168.100.2:50052
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
+ggml_vulkan: Device memory allocation of size 990904320 failed.
+ggml_vulkan: vk::Device::allocateMemory: ErrorOutOfHostMemory
+main: error: failed to load model '/mnt/storage/MiniMax-M2-GGUF/UD-Q6_K_XL/MiniMax-M2-UD-Q6_K_XL-00001-of-00004.gguf'
diff --git a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_amdvlk__rpc.log b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_amdvlk__rpc.log
index 264c27f..d79d665 100644
--- a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_amdvlk__rpc.log
+++ b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_amdvlk__rpc.log
@@ -1,19 +1,19 @@
 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 |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
 /opt/llama.cpp/ggml/src/ggml-rpc/ggml-rpc.cpp:724: Remote RPC server crashed or returned malformed response
-/lib64/libggml-base.so.0(+0x35a5) [0x7f7c046f25a5]
-/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f7c046f296b]
-/lib64/libggml-base.so.0(ggml_abort+0x11f) [0x7f7c046f2aef]
-/lib64/libggml-rpc.so.0(+0x5b4a) [0x7f7c07d17b4a]
-/lib64/libggml-base.so.0(+0x171b2) [0x7f7c047061b2]
-/lib64/libggml-base.so.0(+0x1749f) [0x7f7c0470649f]
-/lib64/libggml-base.so.0(ggml_backend_alloc_ctx_tensors_from_buft+0x19) [0x7f7c04707509]
-/lib64/libllama.so.0(_ZN11llama_model12load_tensorsER18llama_model_loader+0x3c61) [0x7f7c07f673c1]
-/lib64/libllama.so.0(+0x25568) [0x7f7c07ebd568]
-/lib64/libllama.so.0(llama_model_load_from_file+0xac) [0x7f7c07ebe3cc]
-/usr/sbin/llama-bench() [0x4077b5]
-/lib64/libc.so.6(+0x35b5) [0x7f7c040885b5]
-/lib64/libc.so.6(__libc_start_main+0x88) [0x7f7c04088668]
-/usr/sbin/llama-bench() [0x409cf5]
+/lib64/libggml-base.so.0(+0x35a5) [0x7f12de48e5a5]
+/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f12de48e96b]
+/lib64/libggml-base.so.0(ggml_abort+0x11f) [0x7f12de48eaef]
+/lib64/libggml-rpc.so.0(+0x5b4a) [0x7f12e1ae2b4a]
+/lib64/libggml-base.so.0(+0x174f2) [0x7f12de4a24f2]
+/lib64/libggml-base.so.0(+0x177df) [0x7f12de4a27df]
+/lib64/libggml-base.so.0(ggml_backend_alloc_ctx_tensors_from_buft+0x19) [0x7f12de4a3849]
+/lib64/libllama.so.0(_ZN11llama_model12load_tensorsER18llama_model_loader+0x3c41) [0x7f12e1d4ebe1]
+/lib64/libllama.so.0(+0x279e8) [0x7f12e1c989e8]
+/lib64/libllama.so.0(llama_model_load_from_file+0xac) [0x7f12e1c9984c]
+/usr/sbin/llama-bench() [0x407fbd]
+/lib64/libc.so.6(+0x35b5) [0x7f12dd8d65b5]
+/lib64/libc.so.6(__libc_start_main+0x88) [0x7f12dd8d6668]
+/usr/sbin/llama-bench() [0x40a7b5]
diff --git a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_radv__longctx32768__rpc.log b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_radv__longctx32768__rpc.log
index 381ed94..a98164f 100644
--- a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_radv__longctx32768__rpc.log
+++ b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_radv__longctx32768__rpc.log
@@ -1,10 +1,6 @@
 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
-Failed to connect to 10.0.0.1:50052
-radv/amdgpu: Failed to allocate a buffer:
-radv/amdgpu:    size      : 990904320 bytes
-radv/amdgpu:    alignment : 262144 bytes
-radv/amdgpu:    domains   : 4
+Failed to connect to 192.168.100.2:50052
 radv/amdgpu: Failed to allocate a buffer:
 radv/amdgpu:    size      : 990904320 bytes
 radv/amdgpu:    alignment : 262144 bytes
diff --git a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_radv__rpc.log b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_radv__rpc.log
index f1f44b3..d6f5c31 100644
--- a/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_radv__rpc.log
+++ b/benchmark/results-rpc/MiniMax-M2-UD-Q6_K_XL-00001-of-00004__vulkan_radv__rpc.log
@@ -1,19 +1,19 @@
 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 |
-| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | ---: | --------------: | -------------------: |
+| model                          |       size |     params | backend    | ngl | fa |            test |                  t/s |
+| ------------------------------ | ---------: | ---------: | ---------- | --: | -: | --------------: | -------------------: |
 /opt/llama.cpp/ggml/src/ggml-rpc/ggml-rpc.cpp:724: Remote RPC server crashed or returned malformed response
-/lib64/libggml-base.so.0(+0x35a5) [0x7fe6965fe5a5]
-/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7fe6965fe96b]
-/lib64/libggml-base.so.0(ggml_abort+0x11f) [0x7fe6965feaef]
-/lib64/libggml-rpc.so.0(+0x5b4a) [0x7fe699c23b4a]
-/lib64/libggml-base.so.0(+0x171b2) [0x7fe6966121b2]
-/lib64/libggml-base.so.0(+0x1749f) [0x7fe69661249f]
-/lib64/libggml-base.so.0(ggml_backend_alloc_ctx_tensors_from_buft+0x19) [0x7fe696613509]
-/lib64/libllama.so.0(_ZN11llama_model12load_tensorsER18llama_model_loader+0x3c61) [0x7fe699e733c1]
-/lib64/libllama.so.0(+0x25568) [0x7fe699dc9568]
-/lib64/libllama.so.0(llama_model_load_from_file+0xac) [0x7fe699dca3cc]
-/usr/sbin/llama-bench() [0x4077b5]
-/lib64/libc.so.6(+0x35b5) [0x7fe695f945b5]
-/lib64/libc.so.6(__libc_start_main+0x88) [0x7fe695f94668]
-/usr/sbin/llama-bench() [0x409cf5]
+/lib64/libggml-base.so.0(+0x35a5) [0x7f62e4d465a5]
+/lib64/libggml-base.so.0(ggml_print_backtrace+0x1eb) [0x7f62e4d4696b]
+/lib64/libggml-base.so.0(ggml_abort+0x11f) [0x7f62e4d46aef]
+/lib64/libggml-rpc.so.0(+0x5b4a) [0x7f62e839ab4a]
+/lib64/libggml-base.so.0(+0x174f2) [0x7f62e4d5a4f2]
+/lib64/libggml-base.so.0(+0x177df) [0x7f62e4d5a7df]
+/lib64/libggml-base.so.0(ggml_backend_alloc_ctx_tensors_from_buft+0x19) [0x7f62e4d5b849]
+/lib64/libllama.so.0(_ZN11llama_model12load_tensorsER18llama_model_loader+0x3c41) [0x7f62e8631be1]
+/lib64/libllama.so.0(+0x279e8) [0x7f62e857b9e8]
+/lib64/libllama.so.0(llama_model_load_from_file+0xac) [0x7f62e857c84c]
+/usr/sbin/llama-bench() [0x407fbd]
+/lib64/libc.so.6(+0x35b5) [0x7f62e418e5b5]
+/lib64/libc.so.6(__libc_start_main+0x88) [0x7f62e418e668]
+/usr/sbin/llama-bench() [0x40a7b5]
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diff --git a/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7.2__hblt0__fa1.log b/benchmark/results/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1.log
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/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/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/Qwen3-Next-80B-A3B-Instruct-UD-Q8_K_XL-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__fa1.log b/benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__fa1.log
similarity index 100%
rename from benchmark/results/gemma-3-12b-it-UD-Q8_K_XL__rocm-7.2__fa1.log
rename to benchmark/results/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/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/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/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/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/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/gemma-3-12b-it-UD-Q8_K_XL__rocm-7_2__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__fa1.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7_2__fa1.log
similarity index 100%
rename from benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__fa1.log
rename to benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7_2__fa1.log
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7_2__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__fa1__longctx32768.log
rename to benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7_2__fa1__longctx32768.log
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7_2__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__hblt0__fa1.log
rename to benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7_2__hblt0__fa1.log
diff --git a/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7.2__hblt0__fa1__longctx32768.log
rename to benchmark/results/gemma-3-27b-it-BF16-00001-of-00002__rocm-7_2__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__fa1.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7_2__fa1.log
similarity index 100%
rename from benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__fa1.log
rename to benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7_2__fa1.log
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__fa1__longctx32768.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7_2__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__fa1__longctx32768.log
rename to benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7_2__fa1__longctx32768.log
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__hblt0__fa1.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7_2__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__hblt0__fa1.log
rename to benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7_2__hblt0__fa1.log
diff --git a/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7_2__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7.2__hblt0__fa1__longctx32768.log
rename to benchmark/results/gemma-3-4b-it-Q3_K_S__rocm-7_2__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__fa1.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2__fa1.log
similarity index 100%
rename from benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__fa1.log
rename to benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2__fa1.log
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__fa1__longctx32768.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__fa1__longctx32768.log
rename to benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2__fa1__longctx32768.log
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__hblt0__fa1.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2__hblt0__fa1.log
similarity index 100%
rename from benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__hblt0__fa1.log
rename to benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2__hblt0__fa1.log
diff --git a/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__hblt0__fa1__longctx32768.log b/benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2__hblt0__fa1__longctx32768.log
similarity index 100%
rename from benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7.2__hblt0__fa1__longctx32768.log
rename to benchmark/results/gpt-oss-120b-mxfp4-00001-of-00003__rocm-7_2__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/gpt-oss-20b-mxfp4__rocm-7.2__fa1.log b/benchmark/results/gpt-oss-20b-mxfp4__rocm-7_2__fa1.log
similarity index 100%
rename from benchmark/results/gpt-oss-20b-mxfp4__rocm-7.2__fa1.log
rename to benchmark/results/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/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/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/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/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/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/gpt-oss-20b-mxfp4__rocm-7_2__hblt0__fa1__longctx32768.log
diff --git a/benchmark/results/llama-2-7b.Q4_0__rocm-7.2__fa1.log b/benchmark/results/llama-2-7b.Q4_0__rocm-7_2__fa1.log
similarity index 100%
rename from benchmark/results/llama-2-7b.Q4_0__rocm-7.2__fa1.log
rename to benchmark/results/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/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/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/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/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/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/llama-2-7b.Q4_0__rocm-7_2__hblt0__fa1__longctx32768.log
diff --git a/benchmark/run_benchmarks.sh b/benchmark/run_benchmarks.sh
index ddd86ea..71ede28 100755
--- a/benchmark/run_benchmarks.sh
+++ b/benchmark/run_benchmarks.sh
@@ -62,8 +62,7 @@ echo
 
 declare -A CMDS=(
   [rocm6_4_4]="toolbox run -c llama-rocm-6.4.4 -- /usr/local/bin/llama-bench"
-
-  [rocm-7.2]="toolbox run -c llama-rocm-7.2 -- /usr/local/bin/llama-bench"
+  [rocm-7_2]="toolbox run -c llama-rocm-7.2 -- /usr/local/bin/llama-bench"
   [rocm7-nightlies]="toolbox run -c llama-rocm7-nightlies -- /usr/local/bin/llama-bench"
   [vulkan_amdvlk]="toolbox run -c llama-vulkan-amdvlk -- /usr/sbin/llama-bench"
   [vulkan_radv]="toolbox run -c llama-vulkan-radv -- /usr/sbin/llama-bench"
diff --git a/benchmark/run_rpc_benchmarks.sh b/benchmark/run_rpc_benchmarks.sh
index 2751f2f..4a37f99 100755
--- a/benchmark/run_rpc_benchmarks.sh
+++ b/benchmark/run_rpc_benchmarks.sh
@@ -28,7 +28,7 @@ fi
 declare -A TOOLBOX_IMAGES=(
   [rocm6_4_4]="llama-rocm-6.4.4"
 
-  [rocm-7.2]="llama-rocm-7.2"
+  [rocm-7_2]="llama-rocm-7.2"
   [rocm7-nightlies]="llama-rocm7-nightlies"
   [vulkan_amdvlk]="llama-vulkan-amdvlk"
   [vulkan_radv]="llama-vulkan-radv"
@@ -36,8 +36,7 @@ declare -A TOOLBOX_IMAGES=(
 
 declare -A CLIENT_CMDS=(
   [rocm6_4_4]="toolbox run -c llama-rocm-6.4.4 -- /usr/local/bin/llama-bench"
-
-  [rocm-7.2]="toolbox run -c llama-rocm-7.2 -- /usr/local/bin/llama-bench"
+  [rocm-7_2]="toolbox run -c llama-rocm-7.2 -- /usr/local/bin/llama-bench"
   [rocm7-nightlies]="toolbox run -c llama-rocm7-nightlies -- /usr/local/bin/llama-bench"
   [vulkan_amdvlk]="toolbox run -c llama-vulkan-amdvlk -- /usr/sbin/llama-bench"
   [vulkan_radv]="toolbox run -c llama-vulkan-radv -- /usr/sbin/llama-bench"
@@ -45,8 +44,7 @@ declare -A CLIENT_CMDS=(
 
 ENVIRONMENTS=(
   rocm6_4_4
-
-  rocm-7.2
+  rocm-7_2
   rocm7-nightlies
   vulkan_amdvlk
   vulkan_radv
diff --git a/docs/index.html b/docs/index.html
index a0ab727..27145f1 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -108,9 +108,10 @@
         <div class="modal-content">
             <button id="rpc-modal-close" class="modal-close" aria-label="Close dialog">×</button>
             <h2 id="rpc-title">RPC · dual server</h2>
-            <p>These results were produced with two Strix Halo systems (Framework Desktop + HP G1a workstation, each
+            <p>These results were produced with two Strix Halo systems (Framework Desktops, each
                 128&nbsp;GB)
-                connected over 5&nbsp;Gbps Ethernet. One runs <code>rpc-server</code> from llama.cpp; the other runs
+                connected over 50&nbsp;Gbps Ethernet (likely bandwidth is not the limiting factor here, but latency).
+                One runs <code>rpc-server</code> from llama.cpp; the other runs
                 <code>llama-bench --rpc</code>.
             </p>
             <p>This setup allows distributed inference, splitting large GGUF models across both machines. The metric
diff --git a/docs/results.json b/docs/results.json
index 54dc9b3..3f9ca19 100644
--- a/docs/results.json
+++ b/docs/results.json
@@ -1,6 +1,6 @@
 {
   "meta": {
-    "generated_at": "2026-02-05T19:03:01Z",
+    "generated_at": "2026-02-09T13:29:25Z",
     "system_info": {
       "distro": "Fedora Linux 43 (Workstation Edition)",
       "kernel": "6.18.5-200.fc43.x86_64",
@@ -8,24 +8,18 @@
       "timestamp": "04 Feb 2026"
     },
     "llamacpp_builds": [
-      {
-        "hash": "2656c0d26",
-        "number": "7693"
-      },
       {
         "hash": "e0c93af2a",
         "number": "7938"
       }
     ],
     "environments": [
-      "rocm-7.2",
-      "rocm-7.2-hblt0",
+      "rocm-7_2",
+      "rocm-7_2-hblt0",
       "rocm6_4_4",
       "rocm6_4_4-hblt0",
       "rocm7-nightlies",
       "rocm7-nightlies-hblt0",
-      "rocm7.1.1",
-      "rocm7.1.1-hblt0",
       "vulkan_amdvlk",
       "vulkan_radv"
     ],
@@ -35,9 +29,9 @@
     {
       "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",
       "env_base": "rocm",
-      "env_variant": "7.2",
+      "env_variant": "7_2",
       "fa": true,
       "context": "default",
       "context_tokens": null,
@@ -53,7 +47,7 @@
       "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__fa1.log",
       "rpc": false,
       "build": {
         "hash": "e0c93af2a",
@@ -63,9 +57,9 @@
     {
       "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",
       "env_base": "rocm",
-      "env_variant": "7.2",
+      "env_variant": "7_2",
       "fa": true,
       "context": "default",
       "context_tokens": null,
@@ -81,7 +75,7 @@
       "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__fa1.log",
       "rpc": false,
       "build": {
         "hash": "e0c93af2a",
@@ -91,9 +85,9 @@
     {
       "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",
       "env_base": "rocm",
-      "env_variant": "7.2",
+      "env_variant": "7_2",
       "fa": true,
       "context": "longctx32768",
       "context_tokens": 32768,
@@ -109,7 +103,7 @@
       "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__fa1__longctx32768.log",
       "rpc": false,
       "build": {
         "hash": "e0c93af2a",
@@ -119,9 +113,9 @@
     {
       "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",
       "env_base": "rocm",
-      "env_variant": "7.2",
+      "env_variant": "7_2",
       "fa": true,
       "context": "longctx32768",
       "context_tokens": 32768,
@@ -137,7 +131,7 @@
       "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__fa1__longctx32768.log",
       "rpc": false,
       "build": {
         "hash": "e0c93af2a",
@@ -147,9 +141,9 @@
     {
       "model": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL-00001-of-00002",
       "model_clean": "Devstral-2-123B-Instruct-2512-UD-Q4_K_XL",
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@@ -193,7 +187,7 @@
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@@ -1985,7 +1979,7 @@
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@@ -2023,9 +2017,9 @@
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@@ -2041,7 +2035,7 @@
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@@ -2723,9 +2717,9 @@
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@@ -2741,7 +2735,7 @@
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@@ -2751,9 +2745,9 @@
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@@ -2769,7 +2763,7 @@
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@@ -2779,9 +2773,9 @@
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@@ -2835,9 +2829,9 @@
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@@ -2863,9 +2857,9 @@
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@@ -2881,7 +2875,7 @@
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@@ -2919,9 +2913,9 @@
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@@ -2937,7 +2931,7 @@
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@@ -3647,9 +3641,9 @@
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@@ -3665,7 +3659,7 @@
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@@ -3693,7 +3687,7 @@
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@@ -3749,7 +3743,7 @@
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@@ -3759,9 +3753,9 @@
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@@ -3833,7 +3827,7 @@
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@@ -4515,9 +4509,9 @@
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@@ -4533,7 +4527,7 @@
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@@ -4543,9 +4537,9 @@
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@@ -4561,7 +4555,7 @@
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@@ -4571,9 +4565,9 @@
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@@ -4589,7 +4583,7 @@
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@@ -4599,9 +4593,9 @@
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@@ -4617,7 +4611,7 @@
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@@ -4627,9 +4621,9 @@
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@@ -4645,7 +4639,7 @@
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@@ -4655,9 +4649,9 @@
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@@ -4673,7 +4667,7 @@
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@@ -4683,9 +4677,9 @@
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@@ -4701,7 +4695,7 @@
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@@ -4711,9 +4705,9 @@
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@@ -4729,7 +4723,7 @@
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@@ -5411,9 +5405,9 @@
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@@ -12607,9 +12601,9 @@
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@@ -15316,8 +15506,8 @@
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@@ -15420,7 +15526,91 @@
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@@ -15428,8 +15618,36 @@
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       "rpc": true,
       "build": {
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+        "hash": "e0c93af2a",
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+      "rpc": true,
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@@ -15442,13 +15660,13 @@
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@@ -15456,8 +15674,8 @@
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       "build": {
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@@ -15470,13 +15688,13 @@
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@@ -15484,8 +15702,8 @@
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@@ -15498,13 +15716,13 @@
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@@ -15512,8 +15730,8 @@
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       "build": {
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@@ -15526,13 +15744,13 @@
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@@ -15540,8 +15758,8 @@
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@@ -15554,13 +15772,13 @@
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+      "rpc": true,
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+        "number": "7938"
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+      "model": "MiniMax-M2-UD-Q6_K_XL-00001-of-00004",
+      "model_clean": "MiniMax-M2-UD-Q6_K_XL",
+      "env": "rocm6_4_4",
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@@ -16172,8 +16390,8 @@
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@@ -16200,8 +16418,8 @@
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@@ -16228,8 +16446,8 @@
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       "build": {
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@@ -16242,13 +16460,13 @@
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@@ -16256,8 +16474,8 @@
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@@ -16270,13 +16488,13 @@
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@@ -16284,8 +16502,8 @@
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       "build": {
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@@ -16298,13 +16516,13 @@
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@@ -16312,8 +16530,8 @@
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@@ -16340,8 +16558,8 @@
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