From 67fdc4de5e3467b50a6d2a64b3c64abf140a2d07 Mon Sep 17 00:00:00 2001 From: Ankur-singh Date: Thu, 2 Apr 2026 13:01:12 -0700 Subject: [PATCH 1/3] Add MiniMax-M2.5 NVFP4 vLLM benchmark config for B200 --- .github/configs/nvidia-master.yaml | 20 +++++ .../single_node/minimaxm2.5_fp4_b200.sh | 79 +++++++++++++++++++ perf-changelog.yaml | 8 ++ 3 files changed, 107 insertions(+) create mode 100755 benchmarks/single_node/minimaxm2.5_fp4_b200.sh diff --git a/.github/configs/nvidia-master.yaml b/.github/configs/nvidia-master.yaml index 157a9b54c..f26715940 100644 --- a/.github/configs/nvidia-master.yaml +++ b/.github/configs/nvidia-master.yaml @@ -3120,6 +3120,26 @@ minimaxm2.5-fp8-b200-vllm: - { tp: 2, conc-start: 4, conc-end: 64 } - { tp: 4, conc-start: 4, conc-end: 64 } +minimaxm2.5-fp4-b200-vllm: + image: vllm/vllm-openai:v0.18.0 + model: nvidia/MiniMax-M2.5-NVFP4 + model-prefix: minimaxm2.5 + runner: b200 + precision: fp4 + framework: vllm + multinode: false + seq-len-configs: + - isl: 1024 + osl: 1024 + search-space: + - { tp: 2, conc-start: 4, conc-end: 256 } + - { tp: 4, conc-start: 4, conc-end: 256 } + - isl: 8192 + osl: 1024 + search-space: + - { tp: 2, conc-start: 4, conc-end: 256 } + - { tp: 4, conc-start: 4, conc-end: 256 } + gptoss-fp4-h100-vllm: image: vllm/vllm-openai:v0.18.0 model: openai/gpt-oss-120b diff --git a/benchmarks/single_node/minimaxm2.5_fp4_b200.sh b/benchmarks/single_node/minimaxm2.5_fp4_b200.sh new file mode 100755 index 000000000..796b90f5e --- /dev/null +++ b/benchmarks/single_node/minimaxm2.5_fp4_b200.sh @@ -0,0 +1,79 @@ +#!/usr/bin/env bash + +source "$(dirname "$0")/../benchmark_lib.sh" + +check_env_vars \ + MODEL \ + TP \ + EP_SIZE \ + CONC \ + ISL \ + OSL \ + MAX_MODEL_LEN \ + RANDOM_RANGE_RATIO \ + RESULT_FILENAME + +if [[ -n "$SLURM_JOB_ID" ]]; then + echo "JOB $SLURM_JOB_ID running on $SLURMD_NODENAME" +fi + +nvidia-smi + +hf download "$MODEL" + +SERVER_LOG=/workspace/server.log +PORT=${PORT:-8888} + +export VLLM_USE_FLASHINFER_MOE_FP8=0 +export VLLM_MOE_USE_DEEP_GEMM=0 + +if [ "$EP_SIZE" -gt 1 ]; then + EP=" --enable-expert-parallel" +else + EP=" " +fi + +if [ "${EVAL_ONLY}" = "true" ]; then + setup_eval_context + MAX_MODEL_LEN="$EVAL_MAX_MODEL_LEN" +fi +# Start GPU monitoring (power, temperature, clocks every second) +start_gpu_monitor + +set -x +vllm serve $MODEL --port $PORT \ +--tensor-parallel-size=$TP \ +$EP \ +--gpu-memory-utilization 0.95 \ +--max-model-len $MAX_MODEL_LEN \ +--block-size=32 \ +--no-enable-prefix-caching \ +--trust-remote-code > $SERVER_LOG 2>&1 & + +SERVER_PID=$! + +# Wait for server to be ready +wait_for_server_ready --port "$PORT" --server-log "$SERVER_LOG" --server-pid "$SERVER_PID" + +run_benchmark_serving \ + --model "$MODEL" \ + --port "$PORT" \ + --backend vllm \ + --input-len "$ISL" \ + --output-len "$OSL" \ + --random-range-ratio "$RANDOM_RANGE_RATIO" \ + --num-prompts "$((CONC * 10))" \ + --max-concurrency "$CONC" \ + --result-filename "$RESULT_FILENAME" \ + --result-dir /workspace/ \ + --trust-remote-code + +# After throughput, run evaluation only if RUN_EVAL is true +if [ "${RUN_EVAL}" = "true" ]; then + run_eval --framework lm-eval --port "$PORT" + append_lm_eval_summary +fi + +# Stop GPU monitoring +stop_gpu_monitor +set +x diff --git a/perf-changelog.yaml b/perf-changelog.yaml index a82882f61..3e4c9bc7a 100644 --- a/perf-changelog.yaml +++ b/perf-changelog.yaml @@ -1235,3 +1235,11 @@ - "New model support on ATOM framework" - "Kimi-K2.5 FP4, and MiniMax-M2.5 FP8 configs added for MI355X ATOM" pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/963 + +- config-keys: + - minimaxm2.5-fp4-b200-vllm + description: + - "MiniMax-M2.5 NVFP4 benchmark config for B200" + - "Uses nvidia/MiniMax-M2.5-NVFP4 model checkpoint" + - "Image: vllm/vllm-openai:v0.18.0" + pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/xxx From 08bcde8f103e56b47769943e3c5ce67047b0b601 Mon Sep 17 00:00:00 2001 From: Ankur-singh Date: Thu, 2 Apr 2026 13:18:55 -0700 Subject: [PATCH 2/3] Use vLLM nightly image and update benchmark script for MiniMax-M2.5 NVFP4 B200 --- .github/configs/nvidia-master.yaml | 6 +++--- benchmarks/single_node/minimaxm2.5_fp4_b200.sh | 6 +++--- perf-changelog.yaml | 2 +- 3 files changed, 7 insertions(+), 7 deletions(-) diff --git a/.github/configs/nvidia-master.yaml b/.github/configs/nvidia-master.yaml index f26715940..f89145535 100644 --- a/.github/configs/nvidia-master.yaml +++ b/.github/configs/nvidia-master.yaml @@ -3121,7 +3121,7 @@ minimaxm2.5-fp8-b200-vllm: - { tp: 4, conc-start: 4, conc-end: 64 } minimaxm2.5-fp4-b200-vllm: - image: vllm/vllm-openai:v0.18.0 + image: vllm/vllm-openai:nightly-5b8c30d62b754b575e043ce2fc0dcbf8a64f6306 model: nvidia/MiniMax-M2.5-NVFP4 model-prefix: minimaxm2.5 runner: b200 @@ -3132,8 +3132,8 @@ minimaxm2.5-fp4-b200-vllm: - isl: 1024 osl: 1024 search-space: - - { tp: 2, conc-start: 4, conc-end: 256 } - - { tp: 4, conc-start: 4, conc-end: 256 } + - { tp: 2, conc-start: 4, conc-end: 512 } + - { tp: 4, conc-start: 4, conc-end: 512 } - isl: 8192 osl: 1024 search-space: diff --git a/benchmarks/single_node/minimaxm2.5_fp4_b200.sh b/benchmarks/single_node/minimaxm2.5_fp4_b200.sh index 796b90f5e..5604b553c 100755 --- a/benchmarks/single_node/minimaxm2.5_fp4_b200.sh +++ b/benchmarks/single_node/minimaxm2.5_fp4_b200.sh @@ -24,8 +24,7 @@ hf download "$MODEL" SERVER_LOG=/workspace/server.log PORT=${PORT:-8888} -export VLLM_USE_FLASHINFER_MOE_FP8=0 -export VLLM_MOE_USE_DEEP_GEMM=0 +export VLLM_FLASHINFER_ALLREDUCE_BACKEND=mnnvl if [ "$EP_SIZE" -gt 1 ]; then EP=" --enable-expert-parallel" @@ -47,7 +46,8 @@ $EP \ --gpu-memory-utilization 0.95 \ --max-model-len $MAX_MODEL_LEN \ --block-size=32 \ ---no-enable-prefix-caching \ +--kv-cache-dtype fp8 \ +--stream-interval 20 --no-enable-prefix-caching \ --trust-remote-code > $SERVER_LOG 2>&1 & SERVER_PID=$! diff --git a/perf-changelog.yaml b/perf-changelog.yaml index 3e4c9bc7a..66458822e 100644 --- a/perf-changelog.yaml +++ b/perf-changelog.yaml @@ -1241,5 +1241,5 @@ description: - "MiniMax-M2.5 NVFP4 benchmark config for B200" - "Uses nvidia/MiniMax-M2.5-NVFP4 model checkpoint" - - "Image: vllm/vllm-openai:v0.18.0" + - "Image: vllm/vllm-openai:nightly-5b8c30d62b754b575e043ce2fc0dcbf8a64f6306" pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/xxx From 1ac96363575cd677c4ff71b03509002e23618b15 Mon Sep 17 00:00:00 2001 From: Ankur-singh Date: Fri, 3 Apr 2026 13:29:47 -0700 Subject: [PATCH 3/3] Update MiniMax FP4 B200: use v0.19.0-cu130 image, sync perf-changelog --- .github/configs/nvidia-master.yaml | 2 +- perf-changelog.yaml | 18 ++++++++++++++---- 2 files changed, 15 insertions(+), 5 deletions(-) diff --git a/.github/configs/nvidia-master.yaml b/.github/configs/nvidia-master.yaml index f89145535..5008e3857 100644 --- a/.github/configs/nvidia-master.yaml +++ b/.github/configs/nvidia-master.yaml @@ -3121,7 +3121,7 @@ minimaxm2.5-fp8-b200-vllm: - { tp: 4, conc-start: 4, conc-end: 64 } minimaxm2.5-fp4-b200-vllm: - image: vllm/vllm-openai:nightly-5b8c30d62b754b575e043ce2fc0dcbf8a64f6306 + image: vllm/vllm-openai:v0.19.0-cu130 model: nvidia/MiniMax-M2.5-NVFP4 model-prefix: minimaxm2.5 runner: b200 diff --git a/perf-changelog.yaml b/perf-changelog.yaml index 66458822e..2aac4916a 100644 --- a/perf-changelog.yaml +++ b/perf-changelog.yaml @@ -1143,7 +1143,7 @@ description: - "Disable prefix caching (--no-enable-prefix-caching) for all MiniMax benchmarks using random datasets" pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/966 - + - config-keys: # NVIDIA single-node - dsr1-fp4-b200-sglang @@ -1236,10 +1236,20 @@ - "Kimi-K2.5 FP4, and MiniMax-M2.5 FP8 configs added for MI355X ATOM" pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/963 +- config-keys: + - minimaxm2.5-fp8-b200-vllm + description: + - "Update vLLM image from v0.17.0 to v0.19.0 for MiniMax-M2.5 FP8 B200" + - "Add tp4 ep4 search-space entries (conc 32-256) for all seq-len configs" + - "Remove ISL 1024 / OSL 8192 seq-len config" + pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/947 + - config-keys: - minimaxm2.5-fp4-b200-vllm description: - - "MiniMax-M2.5 NVFP4 benchmark config for B200" + - "Add MiniMax-M2.5 NVFP4 vLLM benchmark config for B200" - "Uses nvidia/MiniMax-M2.5-NVFP4 model checkpoint" - - "Image: vllm/vllm-openai:nightly-5b8c30d62b754b575e043ce2fc0dcbf8a64f6306" - pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/xxx + - "Image: vllm/vllm-openai:v0.19.0-cu130" + pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/996 + +