README.md

---
license: gpl-3.0
language:
- en
base_model: microsoft/Phi-3-vision-128k-instruct
---

# EvoChart Model

This model is based on Phi3-Vision and self-trained by EvoChart method for chart understanding. 

## Usage

For usage instructions, please refer to the original Phi3-Vision-Instruct documentation.

## Resources

* **GitHub:** https://github.com/MuyeHuang/EvoChart
* **Arxiv:** https://arxiv.org/abs/2409.01577

## Citation

If you use this model in your research, please cite the following paper:

```bibtex
@misc{huang2024evochartbenchmarkselftrainingapproach,
      title={EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding}, 
      author={Muye Huang and Lai Han and Xinyu Zhang and Wenjun Wu and Jie Ma and Lingling Zhang and Jun Liu},
      year={2024},
      eprint={2409.01577},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2409.01577}, 
}