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Optimize awq kernel in pytorch engine #2965

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merged 8 commits into from
Dec 31, 2024

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grimoire
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@grimoire grimoire commented Dec 27, 2024

autoawq_kernel is not required.

Note that this kernel is still slower than float16 MMA when M is larger than 128.

'awq_ext',
message='Failed to import `awq_ext`. '
'Try reinstall it from source: '
'https://github.com/casper-hansen/AutoAWQ_kernels')
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May remove the installation of awq_ext in autotest

@lvhan028
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cc @zhulinJulia24
please help conduct the awq model evaluation with pt engine.

@lvhan028 lvhan028 requested a review from AllentDan December 31, 2024 06:11
@lvhan028
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@zhulinJulia24 may conduct evaluation test

@lvhan028 lvhan028 changed the title Optimize awq kernel Optimize awq kernel in pytorch engine Dec 31, 2024
@lvhan028 lvhan028 merged commit bec8f24 into InternLM:main Dec 31, 2024
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4 participants