Training procedure

Test Metrics:

'eval_loss': 0.4365999102592468,
'eval_accuracy': 0.9420512498988455,
'eval_precision': 0.2294216317399737,
'eval_recall': 0.7584797572261781,
'eval_f1': 0.35228549223252686,
'eval_auc': 0.8522129916967822,
'eval_mcc': 0.39725936154292724

Framework versions

PEFT 0.5.0

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Inference API

Unable to determine this model’s pipeline type. Check the docs .

Collection including AmelieSchreiber/esm2_t12_35M_lora_binding_sites_1111K_cp1

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 Oct 8, 2023 • 4