ESMBind (ESMB) for Protein Binding Sites
Collection
ESMBind (or ESMB) are LoRA finetuned ESM-2 models for predicting general binding sites and active sites of proteins based on sequence alone. • 14 items • Updated • 5
Training procedure
Train Metrics:
'eval_loss': 0.5060210824012756,
'eval_accuracy': 0.9445510110929896,
'eval_precision': 0.2343126275786286,
'eval_recall': 0.7358567800530282,
'eval_f1': 0.3554441818087852,
'eval_auc': 0.8424179078508613,
'eval_mcc': 0.39553114656159183
Framework versions
- PEFT 0.5.0
- Downloads last month
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