Supported models¶
Every model variant in the registry, one row per version. The table is
generated from models.json by scripts/gen_status_table.py, and CI keeps
it in sync with the registry.
How to read the columns:
- Weights — how a model's weights are obtained:
bundled(inside the framework package),auto-download(fetched by name on first run), oron-demand-hf(fetched from the Hugging Face Hub, possibly gated). - Gated — the weights sit behind an upstream license you accept with your own Hugging Face account; see Gated models. Licenses for every framework are in Model licenses.
- Code — the framework's upstream repository.
| Model | Framework | Weights | Gated | Code |
|---|---|---|---|---|
| SevenNet-MF-OMPA | SevenNet | auto-download | no | GitHub |
| SevenNet-Omni | SevenNet | auto-download | no | GitHub |
| MACE-MPA-0 | MACE | auto-download | no | GitHub |
| MACE-MH-1-OMAT | MACE | auto-download | no | GitHub |
| MACE-MH-1-OC20 | MACE | auto-download | no | GitHub |
| NequIP-OAM-XL | NequIP | on-demand-hf | no | GitHub |
| NequIP-OAM-L | NequIP | on-demand-hf | no | GitHub |
| Allegro-OAM-L | Allegro | on-demand-hf | no | GitHub |
| Nequix-MP-1 | Nequix | on-demand-hf | no | GitHub |
| DPA-3.1-3M-FT | DeePMD | on-demand-hf | no | GitHub |
| ORB-v3 | ORB | auto-download | no | GitHub |
| GRACE-2L-OAM | GRACE | on-demand-hf | no | GitHub |
| MatterSim-v1-5M | MatterSim | auto-download | no | GitHub |
| CHGNet-v0.3.0 | CHGNet | bundled | no | GitHub |
| AlphaNet-v1-OMA | AlphaNet | on-demand-hf | no | GitHub |
| Eqnorm-MPtrj | Eqnorm | auto-download | no | GitHub |
| eSEN-30M-OAM | fairchemv1 | on-demand-hf | yes | GitHub |
| EqV3-OMatMPtrjSalex | EquiformerV3 | on-demand-hf | no | GitHub |
| UMA-m-1p1-OC20 | UMA | on-demand-hf | yes | GitHub |
| UMA-m-1p1-OMAT | UMA | on-demand-hf | yes | GitHub |
| UMA-s-1p1-OC20 | UMA | on-demand-hf | yes | GitHub |
| UMA-s-1p1-OMAT | UMA | on-demand-hf | yes | GitHub |
| UMA-s-1p2-OC20 | UMA | on-demand-hf | yes | GitHub |
| UMA-s-1p2-OC22 | UMA | on-demand-hf | yes | GitHub |
| UMA-s-1p2-OC25 | UMA | on-demand-hf | yes | GitHub |
| UMA-s-1p2-OMAT | UMA | on-demand-hf | yes | GitHub |
| PET-OAM-XL | PET | on-demand-hf | no | GitHub |
| EquFlashV2 | EquFlash | on-demand-hf | no | GitHub |
| EquFlash-v1 | EquFlash | on-demand-hf | no | GitHub |
| MatRIS-10M-OAM | MatRIS | auto-download | no | GitHub |
| DPA-4.0.1-pro-MPtrj | DPA4 | on-demand-hf | no | GitHub |
| TACE-OAM-L | TACE | auto-download | no | GitHub |