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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
【ICML 2025 Spotlight】 Official Repo for Paper ‘’HealthGPT : A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation‘’
| Date | Stars |
|---|---|
| 2026-07-31 | 1643 |
| 2026-08-05 | 1645 |
| 2026-08-06 | 1645 |
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<div align="center"> <h1>🩺 HealthGPT Series – HealthGPT & HealthGPT-Pro</h1> <p> <a href="./HealthGPT-Pro/README.md"><img src="https://img.shields.io/badge/HealthGPT--Pro-Repo-pink" alt="HealthGPT-Pro"></a> <a href="https://lin-tianwei.github.io/healthgpt-pro.github.io/"><img src="https://img.shields.io/badge/HealthGPT--Pro-Project_Page🚀-pink" alt="Project Page"></a> <a href="https://huggingface.co/lintw/HealthGPT-Pro-4B"><img src="https://img.shields.io/badge/HealthGPT--Pro-HF_Model🤗-yellow" alt="HF 4B"></a> <a href="./HealthGPT/README.md"><img src="https://img.shields.io/badge/HealthGPT-Repo-orange" alt="HealthGPT"></a> <a href='https://llsuzy.github.io/HealthGPT.github.io/'><img src='https://img.shields.io/badge/HealthGPT-Project_Page🚀-orange'></a> <a href='https://arxiv.org/abs/2502.09838'><img src='https://img.shields.io/badge/HealthGPT-Arxiv-red'></a> <a href='https://huggingface.co/lintw/HealthGPT-M3'><img src='https://img.shields.io/badge/HealthGPT-HF_Model🤗-yellow'></a> </p> </div> **HealthGPT Series** is a medical multimodal large language model (MLLM) family composed of two subrepositories: - [**HealthGPT-Pro**](./HealthGPT-Pro/README.md): a high-performance MLLM for **medical understanding and analysis**, supporting medical **text**, **2D images**, and **3D volumes**. - [**HealthGPT**](./HealthGPT/README.md): a unified MLLM for **medical comprehension and generation**, built around heterogeneous knowledge adaptation. Together, the series covers both: - a **strong unified generation + comprehension framework** in HealthGPT, and - a **new flagship understanding model** in HealthGPT-Pro with broader modality support and stronger benchmark performance. ### 🚀 From HealthGPT to HealthGPT-Pro Compared with **HealthGPT**, **HealthGPT-Pro** substantially advances medical understanding capabilities: | Aspect | HealthGPT | HealthGPT-Pro | | --- | --- | --- | | **Supported modalities** | 8 modalities | 14 modalities | | **Training data scale** | ~1.5M samples | ~13M samples | | **Capability scope** | Medical images | Medical text, 2D medical images, and 3D medical volumes | | **Benchmark standing** | Strong unified medical LVLM | State-of-the-art medical understanding performance | This makes **HealthGPT-Pro** a significant upgrade for medical understanding tasks while **HealthGPT** remains the foundation for unified medical comprehension and generation research. ## 📢 News - **[2026-05-02]** 🎉🎉🎉 We present [**HealthGPT-Pro**](https://lin-tianwei.github.io/healthgpt-pro.github.io/), a high-performance multimodal large language model for medical understanding and analysis, trained on large-scale data (**3M** CPT and **10M** SFT), enabling unified reasoning over medical text, 2D images, and 3D volumes. - **[2025-05-02]** 🎉🎉🎉 [**HealthGPT**](https://arxiv.org/abs/2502.09838) was accepted by **ICML 2025** as a Spotlight presentation. - **[2025-03-20]** We upgraded our specialized comprehension model, [**HealthGPT-XL32**](https://huggingface.co/lintw/HealthGPT-XL32), which significantly outperforms HealthGPT-L14 with a score of **70.4** versus **66.4**. - **[2025-03-06]** We released the [**VL-Health**](https://huggingface.co/datasets/lintw/VL-Health) dataset. - **[2025-02-17]** We released the model weights on [Hugging Face](https://huggingface.co/lintw/HealthGPT-M3) for **HealthGPT**. <div align="center"> <h1>🩺 HealthGPT-Pro</h1> <h3>A High-Performance Multimodal Large Language Model for Medical Understanding and Analysis</h3> <p> <a href="https://lin-tianwei.github.io/healthgpt-pro.github.io/"><img src="https://img.shields.io/badge/🚀-Project_Page-blue" alt="Project Page"></a> <a href="https://huggingface.co/lintw/HealthGPT-Pro-4B"><img src="https://img.shields.io/badge/🤗-HealthGPT--Pro--4B-yellow" alt="HF 4B"></a> <a href="https://huggingface.co/lintw/HealthGPT-Pro-8B"><img src="https://img.shields.io/badge/🤗-HealthGPT--Pro--8B-yellow" alt="HF 8B"></a> <a href="https://hug
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matched fp:fac4366089f002b6, desc:vision-language, desc:vision language model