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[Feature] W4A8-FP8 support in AWQ quantization #2766

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yongchaoding opened this issue Nov 18, 2024 · 2 comments
Open

[Feature] W4A8-FP8 support in AWQ quantization #2766

yongchaoding opened this issue Nov 18, 2024 · 2 comments
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@lzhangzz

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@yongchaoding
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Motivation

as we all know that lmdelopy runs fastest in awq w4a16, however, as fp8 is used in lots of place. so i wonder, if developers has any plan to develop a fastest w4a8-fp8 kernel in lmdeploy?

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@dingjingzhen
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+1

@lzhangzz
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I will start the work on W8A8 after my current work is done. W4A8 should come after W8A8.

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@lzhangzz lzhangzz

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@lzhangzz @dingjingzhen @yongchaoding