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Re-train or fine tuning ESM-3 model

Open anonimoustt opened this issue 1 year ago • 2 comments

Hi,

Is it possible to fine-tune or re-train the ESM-3 model with the protein sequence and structure or pdb file, and then apply the fine-tuned model to generate sequence or structure embeddings?

anonimoustt avatar Sep 02 '24 00:09 anonimoustt

I have the same question. If ESM3 can be fine-tuned, how should it be operated?

luojc712 avatar Sep 03 '24 02:09 luojc712

@anonimoustt @luojc712 Here's a comment from the older, archived Meta ESM repo from someone on the team about finetuning: https://github.com/facebookresearch/esm/discussions/33

It's an outdated comment but still relevant. The existing model does extend nn.Module and there are tutorials for other pre-trained models

AlpriElse avatar Sep 14 '24 08:09 AlpriElse