fix use cache (#3)

susnato · Sep 26, 2023 · 689f599 · 689f599
1 parent 7800457
commit 689f599
Showing 1 changed file with 5 additions and 3 deletions.
diff --git a/src/transformers/models/opt/modeling_opt.py b/src/transformers/models/opt/modeling_opt.py
@@ -317,7 +317,7 @@ def forward(
         # for the decoder
         is_cross_attention = key_value_states is not None
 
-        bsz, tgt_len, _ = hidden_states.size()
+        bsz, _, _ = hidden_states.size()
 
         # get query proj
         query_states = self.q_proj(hidden_states)
@@ -351,13 +351,15 @@ def forward(
             # if encoder bi-directional self-attention `past_key_value` is always `None`
             past_key_value = (key_states, value_states)
 
+        query_length = query_states.shape[1]
+        tgt_len = key_states.shape[-2]
+
         # Flash attention requires the input to have the shape
         # batch_size x seq_length x head_dim x hidden_dim
-        query_states = query_states.view(bsz, tgt_len, self.num_heads, self.head_dim)
+        query_states = query_states.view(bsz, query_length, self.num_heads, self.head_dim)
         key_states = key_states.transpose(1, 2).view(bsz, tgt_len, self.num_heads, self.head_dim)
         value_states = value_states.transpose(1, 2).view(bsz, tgt_len, self.num_heads, self.head_dim)
 
-        _, query_length, _, _ = query_states.shape
 
         attn_dropout = self.dropout if self.training else 0.0