---
license: mit
library_name: transformers
pipeline_tag: text-generation
---

This is the model used in paper, [M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models](https://arxiv.org/abs/2504.10449).

Code: https://github.com/jxiw/M1

```
@article{wang2025m1scalabletesttimecompute,
  title={M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models}, 
  author={Junxiong Wang and Wen-Ding Li and Daniele Paliotta and Daniel Ritter and Alexander M. Rush and Tri Dao},
  journal={arXiv preprint arXiv:2504.10449},
  year={2025},
  url={https://arxiv.org/abs/2504.10449}, 
}
```