<div align="center">

**VOLMO: Versatile and Open Large Models for Ophthalmology**  
*Pre-trained Model - 2B*

<img src="assets/volmo_logo.png" alt="VOLMO Logo" width="200"/>

[![Python 3.9+](https://img.shields.io/badge/python-3.9+-blue.svg)](https://www.python.org/downloads/)
[![License](https://img.shields.io/badge/license-CC%20BY%204.0-green.svg)](LICENSE)
[![HuggingFace](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-VOLMO--2B-yellow)](https://huggingface.co/Yale-BIDS-Chen/VOLMO-2B)

</div>

---

## 📋 Overview

Pre-trained model weights of **VOLMO: Versatile and Open Large Models for Ophthalmology**.

---

## 🚀 Download Model

The VOLMO-2B model weights are hosted on Hugging Face:

### Option 1: Using Hugging Face Hub (Recommended)

```python
from huggingface_hub import snapshot_download

# Download entire model
model_path = snapshot_download(
    repo_id="Yale-BIDS-Chen/VOLMO-2B",
)
```

### Option 2: Using Git LFS

```bash
# Install git-lfs if not already installed
git lfs install

# Clone the model repository
git clone https://huggingface.co/Yale-BIDS-Chen/VOLMO-2B
```

### Option 3: Manual Download

Visit [https://huggingface.co/Yale-BIDS-Chen/VOLMO-2B](https://huggingface.co/Yale-BIDS-Chen/VOLMO-2B) to download individual files.

---

## 📝 License

This model is licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0).


## ⚠️ Disclaimer
The information produced on this website is not intended for direct diagnostic use or medical decision-making without review and oversight by a clinical professional. Individuals should not change their health behavior solely on the basis of information produced on this website


## 📧 Contact

For questions or collaboration inquiries, please email:
- Zhenyue Qin: kf.zy.qin@gmail.com
- Qingyu Chen: qingyu.chen@yale.edu

---

## 🔗 Resources

- 🏠 **Main Repository**: [https://github.com/kfzyqin/volmo](https://github.com/kfzyqin/volmo)
- 🤗 **Hugging Face Model**: [https://huggingface.co/Yale-BIDS-Chen/VOLMO-2B](https://huggingface.co/Yale-BIDS-Chen/VOLMO-2B)
- 📊 **Evaluation Data**: [https://huggingface.co/datasets/Yale-BIDS-Chen/VOLMO-Evaluation-Data](https://huggingface.co/datasets/Yale-BIDS-Chen/VOLMO-Evaluation-Data)

---

<div align="center">

**Built with ❤️ for exploring AI's potential in ophthalmology**

*VOLMO: Versatile and Open Large Models for Ophthalmology*

</div>