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@@ -11,7 +11,7 @@ This model was created based on [westlake-repl/SaProt_650M_AF2](https://huggingf
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  ### Model Sources
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  <!-- Provide the basic links for the model. -->
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  - **Repository:** https://github.com/sagawatatsuya/PLTNUM
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- - **Paper:**
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  - **Demo:** https://huggingface.co/spaces/sagawa/PLTNUM
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  ## Uses
 
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  ### Model Sources
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  <!-- Provide the basic links for the model. -->
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  - **Repository:** https://github.com/sagawatatsuya/PLTNUM
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+ - **Paper:** [Prediction of Protein Half-lives from Amino Acid Sequences by Protein Language Models](https://www.biorxiv.org/content/10.1101/2024.09.10.612367v1)
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  - **Demo:** https://huggingface.co/spaces/sagawa/PLTNUM
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  ## Uses