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# Pro-1-preview
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Pro-1 is a reasoning model trained using GRPO towards a physics based reward function for protein stability.
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It takes in a protein sequence + text description of the protein + effects of previous engineering attempts, reasons over the information given, and proposes modifications to improve the stability of the given sequence.
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# Pro-1-preview
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[](https://github.com/michaelhla/pro-1)
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[](https://twitter.com/hla_michael)
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[](https://huggingface.co/mhla/pro-1)
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[](https://michaelhla.com/blog/pro1)
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Pro-1 is a reasoning model trained using GRPO towards a physics based reward function for protein stability.
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It takes in a protein sequence + text description of the protein + effects of previous engineering attempts, reasons over the information given, and proposes modifications to improve the stability of the given sequence.
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