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URSA-RM-8B
URSA-MATH/URSA-RM-8B
URSA-RM-8B is a image-text-to-text model from URSA-MATH. Use it for the image-text-to-text task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
URSA-RM-8B is the first open-source, small-sized reward model that operates in multimodal mathematics.
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8B
32.2 GB on disk
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.safetensors32.2 GB · 100%
At a glance
- Task
- Image-Text-to-Text
- Library
- transformers
- License
- apache-2.0
- Model type
- ursa
- Access
- Public
- Created
- Jan 17, 2025
- Updated
- Feb 18, 2025
- SHA
- b27987e1
Try a prompt
Base models
Datasets
Model card
From the Hugging Face model README
URSA-8B
URSA-RM-8B is the first open-source, small-sized reward model that operates in multimodal mathematics.
Installation
from huggingface_hub import snapshot_download
repo_id = "URSA-MATH/URSA-RM-8B"
local_dir = YOUR_LOCAL_PATH
snapshot_path = snapshot_download(
repo_id=repo_id,
local_dir=local_dir,
revision="main",
cache_dir=None,
)
Inference
Please refer to the GitHub repository for inference.
Citation
If you find our paper, model, or data helpful, please give this repo a star 🌟 and cite our article ✏️.
@article{luo2025ursa,
title={URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics},
author={Luo, Ruilin and Zheng, Zhuofan and Wang, Yifan and Yu, Yiyao and Ni, Xinzhe and Lin, Zicheng and Zeng, Jin and Yang, Yujiu},
journal={arXiv preprint arXiv:2501.04686},
year={2025}
}
- Task
- Image-Text-to-Text
- Library
- transformers
- Type
- ursa
- License
- apache-2.0
- Languages
- en, zh
- Created
- Jan 17, 2025
- Updated
- Feb 18, 2025