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--- |
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license: apache-2.0 |
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language: |
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- en |
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- zh |
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datasets: |
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- URSA-MATH/MMathCoT-1M |
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--- |
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# URSA-8B |
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**URSA-8B** is the first small-sized MLLM specifically focused on Chain-of-thought multimodal mathematical reasoning. |
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# Installation |
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```python |
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from huggingface_hub import snapshot_download |
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repo_id = "URSA-MATH/URSA-8B" |
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local_dir = YOUR_LOCAL_PATH |
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snapshot_path = snapshot_download( |
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repo_id=repo_id, |
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local_dir=local_dir, |
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revision="main", |
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cache_dir=None, |
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) |
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``` |
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# Inference |
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We have adapted vLLM for URSA-8B. Please refer to the [GitHub](https://github.com/URSA-MATH/URSA-MATH) repository for quick inference implementation. |
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# Citation |
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If you find our paper, model, or data helpful, please give this repo a star 🌟 and cite our article ✏️. |
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``` |
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@article{luo2025ursa, |
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title={URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics}, |
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author={Luo, Ruilin and Zheng, Zhuofan and Wang, Yifan and Yu, Yiyao and Ni, Xinzhe and Lin, Zicheng and Zeng, Jin and Yang, Yujiu}, |
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journal={arXiv preprint arXiv:2501.04686}, |
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year={2025} |
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} |
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``` |
