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[Misc][Bugfix] FA3 support to ViT MHA layer (#12435)

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Signed-off-by: Roger Wang <ywang@roblox.com>
Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
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Roger Wang 2025-01-25 21:00:31 -08:00 committed by GitHub
parent 324960a95c
commit 2a0309a646
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1 changed files with 21 additions and 2 deletions
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23
vllm/attention/layer.py
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@ -251,9 +251,28 @@ class MultiHeadAttention(nn.Module):
_Backend.FLASH_ATTN, _Backend.FLASH_ATTN,
_Backend.FLASH_ATTN_VLLM_V1, _Backend.FLASH_ATTN_VLLM_V1,
}: }:
from vllm.vllm_flash_attn import flash_attn_func from vllm.vllm_flash_attn import flash_attn_varlen_func
out = flash_attn_func(query, key, value, softmax_scale=self.scale) cu_seqlens_q = torch.arange(0, (bsz + 1) * q_len,
step=q_len,
dtype=torch.int32,
device=query.device)
cu_seqlens_k = torch.arange(0, (bsz + 1) * kv_len,
step=kv_len,
dtype=torch.int32,
device=key.device)
out = flash_attn_varlen_func(
query.flatten(0, 1),
key.flatten(0, 1),
value.flatten(0, 1),
cu_seqlens_q=cu_seqlens_q,
cu_seqlens_k=cu_seqlens_k,
max_seqlen_q=q_len,
max_seqlen_k=kv_len,
softmax_scale=self.scale,
)
out = out.reshape(bsz, q_len, -1)
elif self.attn_backend == _Backend.XFORMERS: elif self.attn_backend == _Backend.XFORMERS:
from xformers import ops as xops from xformers import ops as xops