---
license: mit
tags:
  - chignolin
  - diffusion
  - stochastic-flow-map
  - generative-modeling
---

# Chignolin SSFM checkpoints

Checkpoints used to produce the Chignolin figures in *Strong Stochastic Flow Maps*.

| File | Model |Training step |
| --- | --- | ---: |
| `chignolin-xpred-step500000.pkl` | x-prediction diffusion | 500,000 |
| `chignolin-ssfm-eta0.75-step500000.pkl` | strong stochastic flow map (eta = 0.75) | 500,000 |


## Citation

```bibtex
@misc{mccallum2026strongstochasticflowmaps,
  title={Strong Stochastic Flow Maps},
  author={Sam McCallum and Zander W. Blasingame and Timothy Herschell and Niklas Rindtorff and Alexander Tong and James Foster},
  year={2026},
  eprint={2606.01086},
  archivePrefix={arXiv},
  primaryClass={cs.LG},
  url={https://arxiv.org/abs/2606.01086},
}
```