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**Github repo: https://github.com/westlake-repl/Denovo-Pinal**
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##
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Pinal is a model that designs de novo proteins from natural languages. For more information, please refer to our [preprint](https://www.biorxiv.org/content/10.1101/2024.08.01.606258).
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language:
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- en
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tags:
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- biology
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- esm
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- protein
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## Model Card for Pinal
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Pinal is an advanced protein design framework that translates human design intent into novel protein sequences. It utilizes a two-stage process: first generating protein structures from language instructions, then designing sequences based on those structures. With a substantial parameter count of 16 billion and trained on a diverse dataset comprising 1.7 billion protein-text pairs, Pinal demonstrates marked improvements in both performance and generalization capabilities for novel protein structures.
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For more information, please refer to our [preprint](https://www.biorxiv.org/content/10.1101/2024.08.01.606258).
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## Usage
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Please refer to the README.md in the [Github repository](https://github.com/westlake-repl/Denovo-Pinal) for details on how to use the model.
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