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  # NOTE
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- There was previously a bug with Huggingface weight tieing that caused the logits of FastESM to differ from ESM2. That bug is now resolved.
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  # FastESM
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  FastESM is a Huggingface compatible plug in version of ESM2 rewritten with a newer PyTorch attention implementation.
 
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  # NOTE
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+ The GitHub with the implementation and requirements.txt can be found [here](https://github.com/Synthyra/FastPLMs.git)
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  # FastESM
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  FastESM is a Huggingface compatible plug in version of ESM2 rewritten with a newer PyTorch attention implementation.