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[bnb] Fix bug in _replace_with_bnb_linear #29958

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Apr 2, 2024
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[bnb] Fix bug in _replace_with_bnb_linear #29958

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5 changes: 4 additions & 1 deletion src/transformers/integrations/bitsandbytes.py
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Original file line number Diff line number Diff line change
Expand Up @@ -156,7 +156,10 @@ def _replace_with_bnb_linear(

if (isinstance(module, nn.Linear) or isinstance(module, Conv1D)) and name not in modules_to_not_convert:
# Check if the current key is not in the `modules_to_not_convert`
if not any(key in ".".join(current_key_name) for key in modules_to_not_convert):
current_key_name_str = ".".join(current_key_name)
if not any(
(key + "." in current_key_name_str) or (key == current_key_name_str) for key in modules_to_not_convert
):
with init_empty_weights():
if isinstance(module, Conv1D):
in_features, out_features = module.weight.shape
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