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AWQ (Llama3.1/3.3-8B/70B) #9

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Tracked by #7
dreaming-panda opened this issue Jan 15, 2025 · 3 comments
Open
Tracked by #7

AWQ (Llama3.1/3.3-8B/70B) #9

dreaming-panda opened this issue Jan 15, 2025 · 3 comments
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enhancement New feature or request

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@dreaming-panda
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@dreaming-panda dreaming-panda mentioned this issue Jan 15, 2025
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@dreaming-panda dreaming-panda added the enhancement New feature or request label Jan 15, 2025
@dreaming-panda
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Refer
https://github.com/Infini-AI-Lab/UMbreLLa/blob/721da76b58cb5518756dda2231facf6033ad04e4/umbrella/quantization/awq_utils.py#L5

https://github.com/Infini-AI-Lab/UMbreLLa/blob/721da76b58cb5518756dda2231facf6033ad04e4/umbrella/models/llama.py#L222
and

https://github.com/Infini-AI-Lab/UMbreLLa/blob/721da76b58cb5518756dda2231facf6033ad04e4/umbrella/models/llama_layer.py#L165

@annanyapr
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@dreaming-panda I have raised this PR which should implement AWQ #11 . Can you give me access to a server so that I can verify these changes. I see that we have some commands like numactl and I would ideally want to execute them on a preconfigured server.

@annanyapr
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Can you also take a look at #11 @dreaming-panda

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@annanyapr @dreaming-panda