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@tjtanaa tjtanaa commented May 1, 2025

Add Qwen/Qwen3-235B-A22B-FP8 TP4 triton fused moe config

VLLM_ROCM_USE_AITER=0 VLLM_USE_TRITON_FLASH_ATTN=0 python3 benchmarks/benchmark_throughput.py --input-len $_in_len --output-len $_out_len --trust-remote-code --num-prompts 200 --model Qwen/Qwen3-235B-A22B-FP8 --max-model-len 32768 --gpu_memory_utilization 0.95 --tensor-parallel-size 4 --max_seq_len_to_capture 32768 --quantization fp8 --kv-cache-dtype fp8

Input Tokens Output Tokens Metric Before Tuning Tuned Config % Gain
5000 1000 Requests/s 0.96 1.03 +7.29%
Total Tokens/s 6014.29 6503.40 +8.13%
Output Tokens/s 956.43 1032.81 +7.98%
1000 2000 Requests/s 1.01 1.18 +16.83%
Total Tokens/s 3094.05 3609.24 +16.65%
Output Tokens/s 2020.06 2358.50 +16.76%
10000 500 Requests/s 0.69 0.71 +2.90%
Total Tokens/s 7674.34 7892.46 +2.84%
Output Tokens/s 346.87 356.83 +2.87%

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@vllm-bot vllm-bot merged commit f5a3c65 into vllm-project:main May 1, 2025
6 of 8 checks passed
radeksm pushed a commit to radeksm/vllm that referenced this pull request May 2, 2025
RichardoMrMu pushed a commit to RichardoMrMu/vllm that referenced this pull request May 12, 2025
@tjtanaa tjtanaa deleted the qwen3_moe_config branch May 16, 2025 16:28
zzzyq pushed a commit to zzzyq/vllm that referenced this pull request May 24, 2025
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3 participants