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esmfold_v1
facebook/esmfold_v1
esmfold_v1 is a machine learning model from facebook. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as mit.
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 ma…
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At a glance
- Library
- transformers
- License
- mit
- Model type
- esm
- Access
- Public
- Created
- Nov 1, 2022
- Updated
- Mar 22, 2023
- SHA
- 75a3841e
Model card
From the Hugging Face model README
ESMFold
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 paper.
If you're interested in using ESMFold in practice, please check out the associated tutorial notebook.
- Library
- transformers
- Type
- esm
- License
- mit
- Created
- Nov 1, 2022
- Updated
- Mar 22, 2023