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[Misc] Add w8a8 block fp8 tune script #15118

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@DefTruth DefTruth commented Mar 19, 2025

Adapted from https://github.com/sgl-project/sglang/blob/main/benchmark/kernels/quantization/tuning_block_wise_kernel.py. Thank you @HandH1998

  • usage
# Tune triton w8a8 block fp8 for DeepSeek-V3/DeepSeek-R1:
python3 benchmark_w8a8_block_fp8.py --tp-size 8 --input-type fp8
# Then copy then configs to vllm/model_executor/layers/quantization/utils/configs

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Signed-off-by: DefTruth <31974251+DefTruth@users.noreply.github.com>
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reopen ai #15126, fix DCO.

@DefTruth DefTruth closed this Mar 19, 2025
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