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title: README
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<p align="center">
  <a href="https://www.zama.ai">
    <img src="https://user-images.githubusercontent.com/5758427/231108088-ee077f58-456b-41a3-a13d-5b8c6cc50119.png"  width="80%" alt="Zama logo">
  </a>
</p>
<p align="center">Open source cryptographic tools that make protecting privacy easy with Homomorphic Encryption.</p>

<p align="center">
  <a href="https://zama.ai"> Website</a> | <a href="https://docs.zama.ai"> Documentation</a> | <a href="https://zama.ai/community">Community</a>
</p>
<br/>

# Read our blog posts featured on Hugging Face 🤗
- [Running Privacy-Preserving Inferences on Hugging Face Endpoints](https://huggingface.co./blog/fhe-endpoints)
- [Towards Encrypted Large Language Models with FHE](https://huggingface.co./blog/encrypted-llm)
- [Sentiment Analysis on Encrypted Data with Homomorphic Encryption](https://huggingface.co./blog/sentiment-analysis-fhe)