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ProtGPT2

We have released ProtGPT3! The models show much higher performance across tasks, so we strongly recommend updating your current protocols and starting to use our newer versions. See the related paper here, and download the models here. Let us know if you have any questions! ProtGPT2 (peer-reviewed paper) is a language model that speaks the protein language and can be used for de novo protein design and engineering. ProtGPT2 generated sequences conserve natural proteins' critical features (amino acid propensities, secondary structural content, and globularity) while exploring unseen regions of the protein space. ProtGPT2 is based on the GPT2 Transformer architecture and contains 36 layers with a model dimensionality of 1280, totalling 738 million parameters.

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We have released ProtGPT3! The models show much higher performance across tasks, so we strongly recommend updating your current protocols and starting to use our newer versions. See the related paper here, and download the models here. Let us know if you have any questions! ProtGPT2 (peer-reviewed paper) is a language model that speaks the protein language and can be used for de novo protein design and engineering. ProtGPT2 generated sequences conserve natural proteins' critical features (amino acid propensities, secondary structural content, and globularity) while exploring unseen regions of the protein space. ProtGPT2 is based on the GPT2 Transformer architecture and contains 36 layers with a model dimensionality of 1280, totalling 738 million parameters.

情報源

huggingface.co ↗