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fix AttributeError caused by last_hidden_state #107

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merged 1 commit into from
Jan 15, 2025
Merged

fix AttributeError caused by last_hidden_state #107

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7 changes: 4 additions & 3 deletions angle_emb/angle.py
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Original file line number Diff line number Diff line change
Expand Up @@ -712,12 +712,13 @@ def __call__(self,
:param return_mlm_logits: bool. Return logits or not. Default False.
"""
if layer_index == -1 and not return_all_layer_outputs:
ret = self.model(**inputs)
outputs = ret.last_hidden_state
ret = self.model(output_hidden_states=True, **inputs)
outputs = ret.last_hidden_state if hasattr(ret, 'last_hidden_state') else ret.hidden_states[-1]
else:
ret = self.model(output_hidden_states=True, return_dict=True, **inputs)
all_layer_outputs = list(ret.hidden_states)
all_layer_outputs[-1] = ret.last_hidden_state
if hasattr(ret, 'last_hidden_state'):
all_layer_outputs[-1] = ret.last_hidden_state
if return_all_layer_outputs:
return (all_layer_outputs, ret.logits) if return_mlm_logits else all_layer_outputs
outputs = all_layer_outputs[layer_index]
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