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[Bugfix][Model] Fix Mllama SDPA illegal memory access for batched mul…
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…ti-image (vllm-project#9626)

Signed-off-by: mgoin <[email protected]>
Signed-off-by: NickLucche <[email protected]>
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mgoin authored and NickLucche committed Oct 31, 2024
1 parent 1c48022 commit 9973825
Showing 1 changed file with 5 additions and 3 deletions.
8 changes: 5 additions & 3 deletions vllm/model_executor/models/mllama.py
Original file line number Diff line number Diff line change
Expand Up @@ -795,17 +795,19 @@ def attention_with_mask(
kv_len = k.shape[0]
q = q.transpose(0, 1).view(self.num_local_key_value_heads,
self.num_key_value_groups, q_len,
self.head_dim)
self.head_dim).contiguous()
k = k.transpose(0,
1)[:,
None, :, :].expand(self.num_local_key_value_heads,
self.num_key_value_groups,
kv_len, self.head_dim)
kv_len,
self.head_dim).contiguous()
v = v.transpose(0,
1)[:,
None, :, :].expand(self.num_local_key_value_heads,
self.num_key_value_groups,
kv_len, self.head_dim)
kv_len,
self.head_dim).contiguous()
attention_mask = attention_mask.view(1, 1, q_len, kv_len)
output = F.scaled_dot_product_attention(q,
k,
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