AlphaFold 3
protein-folding
open-source
AlphaFold 3 (announced May 2024) is DeepMind's latest protein folding model. It extends AlphaFold2 with new capabilities...
Version: 3
Released: 1y 5m 24d ago on 05/08/2024
Architecture
- parameters: 93000000
- context_length: null
- training_data: Trained on 170,000+ protein structures from PDB using attention-based networks
- inference: 3D structure prediction
Capabilities
- Predicts 3D protein structures
- monomers
- complexes
- high accuracy
- protein
- DNA
- RNA
Benchmarks
- CASP14: GDT≈90+
Safety
- No known significant risks; open research model
- May reflect biases in experimental structure data
Deployment
- regions: Global
- hosting: Accessible via AlphaFold DB (web/API), vLLM, Skypilot, available via Mistral AI platform (AI Studio beta)
- integrations: models and code released for research
Tags
bioinformaticsprotein-structuretransformeropen-source