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Update kimik2.5 fp4 mi355x vLLM config #2203

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Update kimik2.5 fp4 mi355x vLLM config #2203

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32 changes: 19 additions & 13 deletions benchmarks/single_node/fixed_seq_len/kimik2.5_fp4_mi355x.sh
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Original file line number Diff line number Diff line change
Expand Up @@ -46,36 +46,42 @@ if [[ "$version" == "" || $version -lt 177 ]]; then
fi

export VLLM_ROCM_USE_AITER=1
export AMDGCN_USE_BUFFER_OPS=1
export VLLM_ROCM_USE_AITER_MLA_PS=1
export VLLM_ROCM_QUICK_REDUCE_QUANTIZATION=INT4

# Disable AITER RMSNorm for TP < 8 due to accuracy issues
if [ "${TP}" -lt 8 ]; then
export VLLM_ROCM_USE_AITER_RMSNORM=0
fi
export VLLM_ROCM_USE_SKINNY_GEMM=0
export VLLM_ROCM_USE_AITER_FUSION_SHARED_EXPERTS=1
export VLLM_ROCM_USE_AITER_TUNED_UNQUANTISED_GEMM=1
export VLLM_ROCM_DISABLE_ATTENTION_LINEAR_LAYER_DYNAMIC_MXFP4_QUANT=1

if [ "${EP_SIZE:-0}" -gt 1 ]; then
EP=" --enable-expert-parallel"
else
EP=" "
fi

# following AMD andy luo's recipe
# https://x.com/linluo77/status/2017024513595301985

# 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 0.90 \
--max-model-len $MAX_MODEL_LEN \
--block-size=1 \
--no-enable-prefix-caching \
--trust-remote-code \
--no-enable-prefix-caching \
--mm-encoder-tp-mode data > $SERVER_LOG 2>&1 &
--max-model-len $MAX_MODEL_LEN \
--max-num-seqs 512 \
--max-num-batched-tokens 65536 \
--reasoning-parser kimi_k2 \
--tool-call-parser kimi_k2 \
--enable-auto-tool-choice \
--gpu-memory-utilization 0.9 \
--mm-encoder-tp-mode data \
--attention-backend ROCM_AITER_MLA \
--block-size 1 \
--kv-cache-dtype fp8 \
--compilation-config '{"pass_config": {"fuse_allreduce_rms": true, "eliminate_noops": true, "fuse_rope_kvcache_cat_mla": true}, "custom_ops": ["none", "+rms_norm"], "compile_ranges_endpoints": [64], "cudagraph_mode": "full_and_piecewise", "use_inductor_graph_partition": true}' \
> $SERVER_LOG 2>&1 &

SERVER_PID=$!

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