47 lines
1.5 KiB
Markdown
47 lines
1.5 KiB
Markdown
|
---
|
|||
|
|
license: apache-2.0
|
|||
|
|
tags:
|
|||
|
|
- Reinforcement Learning
|
|||
|
|
- Visual-langauge Reasoning
|
|||
|
|
---
|
|||
|
|
# Model Card for WeThink-Qwen2.5VL-7B
|
|||
|
|
|
|||
|
|
Repository: https://github.com/yangjie-cv/WeThink
|
|||
|
|
|
|||
|
|
Paper: https://arxiv.org/abs/2506.07905
|
|||
|
|
|
|||
|
|
|
|||
|
|
|
|||
|
|
## 🏆 Performance Highlights
|
|||
|
|
**WeThink-Qwen2.5VL-7B** achieves:
|
|||
|
|
- 🥇 **1st place** on [OpenCompass Multimodal Reasoning Leaderboard](https://rank.opencompass.org.cn/leaderboard-multimodal-reasoning/?m=REALTIME)
|
|||
|
|
- 🏅 **5th place** on [OpenCompass Multi-modal Academic Leaderboard](https://rank.opencompass.org.cn/leaderboard-multimodal/?m=REALTIME)
|
|||
|
|
*(As of May 30th, 2025)*
|
|||
|
|
|
|||
|
|
|
|||
|
|
## 🚀 Quick Start
|
|||
|
|
### Inference
|
|||
|
|
|
|||
|
|
```bash
|
|||
|
|
git clone https://github.com/yangjie-cv/WeThink
|
|||
|
|
cd WeThink
|
|||
|
|
python inference.py
|
|||
|
|
```
|
|||
|
|
💡 Note: System prompt is required during inference.
|
|||
|
|
|
|||
|
|
### 📊 Evaluation
|
|||
|
|
We have integrated WeThink-Qwen2.5VL-7B into the [VLMEvalKit](https://github.com/open-compass/VLMEvalKit). Please follow its [Quickstart guide](https://github.com/open-compass/VLMEvalKit/blob/main/docs/en/Quickstart.md) to evaluate WeThink-Qwen2.5VL-7B on various benchmarks.
|
|||
|
|
|
|||
|
|
|
|||
|
|
## Citation
|
|||
|
|
```
|
|||
|
|
@misc{yang2025wethink,
|
|||
|
|
title={WeThink: Toward General-purpose Vision-Language Reasoning via Reinforcement Learning},
|
|||
|
|
author={Jie Yang and Feipeng Ma and Zitian Wang and Dacheng Yin and Kang Rong and Fengyun Rao and Ruimao Zhang},
|
|||
|
|
year={2025},
|
|||
|
|
eprint={2506.07905},
|
|||
|
|
archivePrefix={arXiv},
|
|||
|
|
primaryClass={cs.CV},
|
|||
|
|
url={https://arxiv.org/abs/2506.07905},
|
|||
|
|
}
|
|||
|
|
```
|