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[FIX] Make flash_attn optional #3269

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merged 5 commits into from
Mar 8, 2024
Merged

[FIX] Make flash_attn optional #3269

merged 5 commits into from
Mar 8, 2024

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WoosukKwon
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@WoosukKwon WoosukKwon commented Mar 8, 2024

The FlashAttention backend introduced in #3005 causes build errors in some environments and increase the package size significantly (44 MB -> 160 MB) as the vLLM package now includes the flash-attn (116 MB) package. This PR addresses this by removing flash_attn from vLLM's dependency and enables falling back to xFormers when flash_attn is not found.

@WoosukKwon WoosukKwon changed the title Revert "Separate attention backends (#3005)" Temporarily remove FlashAttention backend Mar 8, 2024
@chenxu2048
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Hi @WoosukKwon, why you revert your refraction in #3005?

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@zhuohan123 zhuohan123 left a comment

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Probably we can just use a flag to turn flash_attn off instead of deleting everything? What do you think?

@AlpinDale
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AlpinDale commented Mar 8, 2024

I think it would be safe to simply disable the flash attention backend if flash_attn is not installed - until a more elegant solution is found, at least. Uers can be prompted to manually install flash attention if needed.

@WoosukKwon
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@zhuohan123 @AlpinDale Thanks for the suggestion. Just updated the PR accordingly. Please take another look.

@WoosukKwon WoosukKwon changed the title Temporarily remove FlashAttention backend Fall back to xFormers when flash_attn is not found Mar 8, 2024
@WoosukKwon WoosukKwon changed the title Fall back to xFormers when flash_attn is not found [FIX] Make flash_attn optional Mar 8, 2024
@mgoin
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mgoin commented Mar 8, 2024

Thank you @WoosukKwon, I tested this on a few environments and this restored the original behavior for me.

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@zhuohan123 zhuohan123 left a comment

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LGTM! Do you wanna keep the downloading logic as well?

@WoosukKwon
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@zhuohan123 Let's remove it for this fix and bring it back once we find a more stable way to do it.

@WoosukKwon WoosukKwon merged commit 1cb0cc2 into main Mar 8, 2024
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@WoosukKwon WoosukKwon deleted the revert-fa branch March 8, 2024 18:52
AdrianAbeyta pushed a commit to ROCm/vllm that referenced this pull request Mar 8, 2024
joerunde pushed a commit to IBM/vllm that referenced this pull request Mar 11, 2024
joerunde pushed a commit to IBM/vllm that referenced this pull request Mar 11, 2024
Cherry-picked from vllm-project/vllm#3269

Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
joerunde pushed a commit to IBM/vllm that referenced this pull request Mar 11, 2024
joerunde pushed a commit to IBM/vllm that referenced this pull request Mar 11, 2024
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
joerunde pushed a commit to IBM/vllm that referenced this pull request Mar 12, 2024
Signed-off-by: Joe Runde <Joseph.Runde@ibm.com>
dtransposed pushed a commit to afeldman-nm/vllm that referenced this pull request Mar 26, 2024
Temirulan pushed a commit to Temirulan/vllm-whisper that referenced this pull request Sep 6, 2024
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5 participants