Models
Esmfold
Predicts protein structures using a single-sequence language model (ESM-2) without requiring MSAs. 6x faster than AlphaFold2 but slightly less accurate. Use for rapid predictions.
Runnableprotein or structure datafacebookresearch/esm | 4,140 stars
Catalog entry
About this entry
Predicts protein structures using a single-sequence language model (ESM-2) without requiring MSAs. 6x faster than AlphaFold2 but slightly less accurate. Use for rapid predictions.
Use in DarwinOmics
How to use it
Use this model when the submitted analysis depends on embeddings, predictions, scoring, generation, or model-backed comparison. Model output is treated as a reproducible analysis step, not as independent validation of a biological claim.