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Eric-mingjie avatar Eric-mingjie commented on July 19, 2024

Prune the model you trained and then finetune.

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hlyj1995 avatar hlyj1995 commented on July 19, 2024

@Eric-mingjie
Thanks for your reply. If I prune my trained model and finetune it . Isn't this a violation of your paper's idea of retraining using a model with random initial weights?
And I have tried your code, so there is a question, I found some pruning needs to download the pre-training model, are these models randomly weighted?

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Eric-mingjie avatar Eric-mingjie commented on July 19, 2024

This isn't a violation. Our paper is just saying that training from scratch achieves similar performance as fine-tuning. In practice, fine-tuning is much faster if you have a pre-trained model.

Pre-trained models are not randomly weighted.

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hlyj1995 avatar hlyj1995 commented on July 19, 2024

This isn't a violation. Our paper is just saying that training from scratch achieves similar performance as fine-tuning. In practice, fine-tuning is much faster if you have a pre-trained model.

Pre-trained models are not randomly weighted.

thanks,i get it

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