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How can I adjust only specific layers and not all reranker and bi encoder layers in your project (e.g. adjust only the classifier layer) #770

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Lahaina936 opened this issue May 12, 2024 · 1 comment

Lahaina936 commented May 12, 2024

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staoxiao commented May 12, 2024

The implementation is very simple. You only need to add some code in run.py.
Here are the code we used to freeze the position embedding:
https://github.com/FlagOpen/FlagEmbedding/blob/master/FlagEmbedding/baai_general_embedding/finetune/run.py#L79-L84

You can use the same method to freeze the parameters of other layers.

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