---
base_model:
- OpenGVLab/InternVL2_5-8B
datasets:
- Cierra0506/MM-K12
language:
- en
- zh
license: mit
pipeline_tag: image-text-to-text
library_name: transformers
---

# MM-PRM: Enhancing Multimodal Mathematical Reasoning with Scalable Step-Level Supervision
[\[📂 GitHub\]](https://github.com/ModalMinds/MM-PRM)  [\[📜 Paper\]](https://arxiv.org/abs/2505.13427) 

## Citation
If you find this project useful in your research, please consider citing:
```BibTeX
@article{du2025mmprm,
      title={MM-PRM: Enhancing Multimodal Mathematical Reasoning with Scalable Step-Level Supervision},
      author={Lingxiao Du and Fanqing Meng and Zongkai Liu and Zhixiang Zhou and Ping Luo and Qiaosheng Zhang and Wenqi Shao},
      year={2025},
      journal={arXiv preprint arXiv:2505.13427},
}
```