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Fix loading IntervenableModel for its subclasses #49

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Apr 11, 2024
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Fix loading IntervenableModel for its subclasses #49

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13 changes: 13 additions & 0 deletions pyreft/reft_model.py
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Original file line number Diff line number Diff line change
Expand Up @@ -13,6 +13,19 @@ class ReftModel(pv.IntervenableModel):
def __init__(self, config, model, **kwargs):
super().__init__(config, model, **kwargs)

@staticmethod
def _convert_to_reft_model(intervenable_model):
reft_model = ReftModel(intervenable_model.config, intervenable_model.model)
# Copy any other necessary attributes
for attr in vars(intervenable_model):
setattr(reft_model, attr, getattr(intervenable_model, attr))
return reft_model

@staticmethod
def load(*args, **kwargs):
model = pv.IntervenableModel.load(*args, **kwargs)
return ReftModel._convert_to_reft_model(model)

def print_trainable_parameters(self):
"""
Print trainable parameters.
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