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Re-train or fine tuning ESM-3 model #97

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anonimoustt opened this issue Sep 2, 2024 · 2 comments
Open

Re-train or fine tuning ESM-3 model #97

anonimoustt opened this issue Sep 2, 2024 · 2 comments

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@anonimoustt
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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?

@luojc712
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luojc712 commented Sep 3, 2024

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

@AlpriElse
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@anonimoustt @luojc712 Here's a comment from the older, archived Meta ESM repo from someone on the team about finetuning:
facebookresearch/esm#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It's an outdated comment but still relevant.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

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