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fix model weights names
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import torch
# Load old model weights
old_weights = torch.load('/Users/snoamr/Documents/superCap/huggingface_model_card/FuseCap/pytorch_model.bin', map_location=torch.device('cpu'))
# Prepare a dictionary to hold the new weights
new_weights = {}
# Loop over the items in old_weights
for name, weight in old_weights.items():
# Replace the old model's layer names with the new model's layer names
new_name = name.replace('vision_model.encoder.layers', 'visual_encoder.blocks')
# Add the modified name and associated weight to new_weights
new_weights[new_name] = weight
# Save the new weights
torch.save(new_weights, '/Users/snoamr/Documents/superCap/huggingface_model_card/FuseCap/pytorch_model_new.bin')