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SaProt_1.3B_AF2
westlake-repl/SaProt_1.3B_AF2
SaProt_1.3B_AF2 is a machine learning model from westlake-repl. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
We trained a 1.3B parameter version of SaProt. Results showed on par performance between SaProt 1.3B and 650M, suggesting that increasing model size alone may not significantly improve performance. We welcome more eva…
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At a glance
- License
- mit
- Model type
- esm
- Access
- Public
- Created
- Dec 9, 2024
- Updated
- Dec 9, 2024
- SHA
- 314b94ae
Model card
From the Hugging Face model README
We trained a 1.3B parameter version of SaProt. Results showed on par performance between SaProt 1.3B and 650M, suggesting that increasing model size alone may not significantly improve performance. We welcome more evaluations by the community.
| model | ClinVar | ProteinGym | Mega-scale |
|---|---|---|---|
| AUC | Spearman's ρ | Spearman's ρ | |
| SaProt (650M) | 0.909 | 0.457 | 0.574 |
| SaProt (1.3B) | 0.910 | 0.460 | 0.588 |
- Type
- esm
- License
- mit
- Created
- Dec 9, 2024
- Updated
- Dec 9, 2024