protein-ml/esm2-35m-protein-cellular-component

Overview

An Evolutionary-scale Model (ESM) for protein function prediction from amino acid sequences using the Gene Ontology (GO). Based on the ESM2 Transformer architecture, pre-trained on UniRef50, and fine-tuned on the AmiGO dataset, this model predicts the GO subgraph for a particular protein sequence - giving you insight into the molecular function, biological process, and location of the activity…

Test this model

Not servable. No inference endpoint is declared for this model, so there is nothing to call — no button here and no API route for it. What makes a model servable

Training data

• DATASETprotein-ml/uniref50

Derived from

• MODELprotein-ml/esm2-t12-35m-ur50d

Papers

• Evolutionary-scale prediction of atomic-level protein structure with a language model.Reference
  Science, 2023DOI: 10.1126/science.ade2574 ↗