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  # NOTE
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- There was previously a bug with Huggingface weight tieing that caused the logits of ESM++ to differ from ESMC. That bug is now resolved.
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  # ESM++
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  [ESM++](https://github.com/Synthyra/ESMplusplus) is a faithful implementation of [ESMC](https://www.evolutionaryscale.ai/blog/esm-cambrian) ([license](https://www.evolutionaryscale.ai/policies/cambrian-non-commercial-license-agreement)) that allows for batching and standard Huggingface compatibility without requiring the ESM Python package.
 
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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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  # ESM++
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  [ESM++](https://github.com/Synthyra/ESMplusplus) is a faithful implementation of [ESMC](https://www.evolutionaryscale.ai/blog/esm-cambrian) ([license](https://www.evolutionaryscale.ai/policies/cambrian-non-commercial-license-agreement)) that allows for batching and standard Huggingface compatibility without requiring the ESM Python package.