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Enable quant model support #1074

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@jiqing-feng jiqing-feng commented Dec 16, 2024

This PR could enable BitsandBytes&AWQ model's support. Even we cannot use fused linear in a quant model, there is still a 5-10% speed-up on llama2-7b when batch_size=1, the speed-ratio will increase by batch size.

@jiqing-feng jiqing-feng marked this pull request as draft December 16, 2024 05:35
@HuggingFaceDocBuilderDev

The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
@jiqing-feng jiqing-feng marked this pull request as ready for review December 18, 2024 05:28
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Hi @sywangyi . Please review this PR, thanks.

@jiqing-feng jiqing-feng requested a review from sywangyi December 18, 2024 09:13
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
@jiqing-feng
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Hi @IlyasMoutawwakil @echarlaix . Do you know why I cannot install autoawq in the runner? Thanks.

@jiqing-feng
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It seems that autoawq has installation issues on the runner. We will remove the installation on runner and check the CI locally.

Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
Signed-off-by: jiqing-feng <[email protected]>
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3 participants