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---
title: README
emoji: 🏆
colorFrom: red
colorTo: pink
sdk: static
pinned: false
thumbnail: >-
  https://cdn-uploads.huggingface.co/production/uploads/5fd5e18a90b6dc4633f6d292/FTCV2ltw2ZxiZS_tKvARU.png
short_description: OpenMed
---

<div align="center">
  <img src="https://cdn-uploads.huggingface.co/production/uploads/5fd5e18a90b6dc4633f6d292/FTCV2ltw2ZxiZS_tKvARU.png" alt="OpenMed Logo" width="520" />
  <h1>OpenMed</h1>
  <p><strong>Open‑Source AI for Healthcare & Life Sciences</strong></p>
  <p>Models, datasets, and tooling for clinical NLP, medical LLMs, RL environments, and privacy‑preserving workflows.</p>
  <p>
    <a href="https://github.com/maziyarpanahi/openmed">GitHub</a> •
    <a href="https://huggingface.co/OpenMed">Models</a> •
    <a href="https://huggingface.co/datasets/OpenMed">Datasets</a> •
    <a href="https://huggingface.co/collections/OpenMed">Collections</a>
  </p>
</div>

---

<table>
  <tr>
    <td width="50%" valign="top">
      <h3> Mission</h3>
      <p>
        The most powerful AI tools for healthcare should not be locked behind expensive paywalls.
        <strong>OpenMed</strong> is a community‑driven initiative building and sharing state‑of‑the‑art,
        production‑ready AI for healthcare and life sciences.
      </p>
      <p>
        Our work is released under the permissive <strong>Apache 2.0 license</strong>.
      </p>
    </td>
    <td width="50%" valign="top">
      <h3> Focus Areas</h3>
      <ul>
        <li>Medical & clinical LLMs (training + alignment)</li>
        <li>Clinical RL environments for reasoning + decision support</li>
        <li>Clinical NER + biomedical NLP</li>
        <li>PII detection & de‑identification</li>
        <li>Medical reasoning datasets</li>
        <li>Zero‑shot clinical entity extraction</li>
      </ul>
    </td>
  </tr>
</table>

---

## Tooling & Environments

- OpenMed Library:
  [OpenMed • Python SDK](https://github.com/maziyarpanahi/openmed)
- Clinical RL environments (Prime Intellect):
  [Prime Intellect • RL Environments](https://app.primeintellect.ai/dashboard/user/maziyar)

---

## Updates

- 30 Million Downloads! [OpenMed: Six Months of Open-Source Medical AI and the Road Ahead](https://huggingface.co/blog/MaziyarPanahi/openmed-year-in-review-2025)
- New open Medical Reasoning dataset is trending #1 on Hugging Face:
  [OpenMed/Medical-Reasoning-SFT-GPT-OSS-120B](https://huggingface.co/datasets/OpenMed/Medical-Reasoning-SFT-GPT-OSS-120B)

- OpenMed's paper is live:
  [OpenMed NER: Open-Source, Domain-Adapted State-of-the-Art Transformers for Biomedical NER Across 12 Public Datasets](https://huggingface.co/papers/2508.01630)

- [Unlocking Healthcare AI: I'm Releasing State‑of‑the‑Art Medical Models for Free. Forever](https://huggingface.co/blog/MaziyarPanahi/open-health-ai)

- [Introducing 90+ open‑source, state‑of‑the‑art biomedical and clinical zero‑shot NER models](https://huggingface.co/collections/OpenMed/zeroshot-medical-and-clinical-ner-68ba01553ba342ee9673a2a6)

---

## Get Started

- Explore models: https://huggingface.co/OpenMed
- Browse datasets: https://huggingface.co/datasets/OpenMed
- Install OpenMed:
  ```bash
  pip install openmed
  ```

---

## 🤝 Community

We welcome contributors, researchers, and builders. If you are working on medical LLMs, clinical RL, biomedical NLP, or privacy‑preserving workflows, OpenMed is for you.