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license: mit |
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# ESM-2 for General Protein Binding Site Prediction |
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This model is trained to predict general binding sites of proteins using on the sequence. This is a finetuned version of |
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`esm2_t6_8M_UR50D`, trained on [this dataset](https://huggingface.co/datasets/AmelieSchreiber/general_binding_sites). The data is |
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not filtered by family, and thus the model may be slightly overfit. |
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## Training |
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``` |
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epoch 3: |
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'eval_loss': 0.08215777575969696, |
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'eval_precision': 0.4673852829840273, |
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'eval_recall': 0.9587594696969697, |
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'eval_f1': 0.6284215753212091, |
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'eval_auc': 0.9730582015280457 |
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``` |
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