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README.md

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-license: apache-2.0
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+
+license: apache-2.0
+---
+
+# Model Card for AtomThinkPRM
+
+The model is fine-tuned with atomic step execution based on math-psa and can be used for process supervision in multimodal reasoning chains.
+
+# Citation
+If you use this dataset in your research, please cite:
+```text
+@article{xiang2024atomthink,
+  title={AtomThink: A Slow Thinking Framework for Multimodal Mathematical Reasoning},
+  author={Xiang, Kun and Liu, Zhili and Jiang, Zihao and Nie, Yunshuang and Huang, Runhui and Fan, Haoxiang and Li, Hanhui and Huang, Weiran and Zeng, Yihan and Han, Jianhua and others},
+  journal={arXiv preprint arXiv:2411.11930},
+  year={2024}
+}
+@article{wang2024openr,
+  title={OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models},
+  author={Wang, Jun and Fang, Meng and Wan, Ziyu and Wen, Muning and Zhu, Jiachen and Liu, Anjie and Gong, Ziqin and Song, Yan and Chen, Lei and Ni, Lionel M and others},
+  journal={arXiv preprint arXiv:2410.09671},
+  year={2024}
+}
+```
+
+# License
+The checkpoint is released under the Apache 2.0 license. Please ensure proper attribution when using this checkpoint.