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
Test Metrics:
'eval_loss': 0.45720356702804565,
'eval_accuracy': 0.9392292210730847,
'eval_precision': 0.22106795124992942,
'eval_recall': 0.7627978181868509,
'eval_f1': 0.34279097031908445,
'eval_auc': 0.8528852594008389,
'eval_mcc': 0.3902260284864879
Framework versions
- PEFT 0.5.0
- Downloads last month
- 3
Inference Providers NEW
This model isn't deployed by any Inference Provider. 🙋 Ask for provider support