protein-ml/esmfold-v1

Overview

ESMFold is a state-of-the-art end-to-end protein folding model based on an ESM-2 backbone. It does not require any lookup or MSA step, and therefore does not require any external databases to be present in order to make predictions. As a result, inference time is very significantly faster than AlphaFold2. For details on the model architecture and training, please refer to the accompanying

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Papers

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