Instructions to use open-athena/marinfold-exp166 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use open-athena/marinfold-exp166 with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("open-athena/marinfold-exp166", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| library_name: transformers | |
| tags: | |
| - biology | |
| - protein-language-model | |
| - marinfold | |
| # MarinFold exp166 checkpoints | |
| Final checkpoints from the MarinFold contacts-v1 1.5B amino-acid augmentation | |
| experiment tracked in | |
| [Open-Athena/MarinFold#166](https://github.com/Open-Athena/MarinFold/issues/166). | |
| Loss is `eval/tokenized/contacts-v1-val/loss`. | |
| Both checkpoint formats are retained: | |
| - `hf/` contains a `Qwen3ForCausalLM` Hugging Face safetensors export with the | |
| contacts-v1 tokenizer colocated with the weights. | |
| - `checkpoints/` contains the original Levanter OCDBT checkpoint for training | |
| restart or re-export. | |
| ## Checkpoint inventory | |
| | Epochs | Initialization | Selection | W&B run | Loss | Step | Repository paths | Full GCS sources | | |
| |---:|---|---|---|---:|---:|---|---| | |
| | 8 | exp117 checkpoint | Final | `prot-exp166-cv1-aaaug-1_5b-e8-lr3p162e-3-wd0p1-bs128-exp117-init-us-east1` | 2.664179 | 35,679 | Levanter: [`checkpoints/step-35679`](./prot-exp166-cv1-aaaug-1_5b-e8-lr3p162e-3-wd0p1-bs128-exp117-init-us-east1/checkpoints/step-35679)<br>HF: [`hf/step-35679`](./prot-exp166-cv1-aaaug-1_5b-e8-lr3p162e-3-wd0p1-bs128-exp117-init-us-east1/hf/step-35679) | Levanter: `gs://marin-us-east1/prot-exp166-cv1-aaaug-1_5b-e8-lr3p162e-3-wd0p1-bs128-exp117-init-us-east1/2026.07.27.1/checkpoints/step-35679/`<br>HF: `gs://marin-us-east1/prot-exp166-cv1-aaaug-1_5b-e8-lr3p162e-3-wd0p1-bs128-exp117-init-us-east1/2026.07.27.1/hf/step-35679/` | | |
| The training target was 35,680 steps; Levanter's zero-indexed final checkpoint | |
| is `step-35679`. The dated GCS layout component is intentionally omitted from | |
| repository paths. | |