# Hugging Face — Running Privacy-Preserving Inferences on Hugging Face Endpoints

- Company: Hugging Face (huggingface.co)
- Announced: 2024-04-16T00:00:00+00:00
- Category: capability-change
- Subject: Platform
- Models affected: concrete-ml-encrypted-decisiontree
- Source: https://huggingface.co/blog/fhe-endpoints
- Record: https://forck.live/items/1907-running-privacy-preserving-inferences-on-hugging-face-endpoints

Zama announces that pre-compiled FHE (Fully Homomorphic Encryption) models using Concrete ML are now available for deployment on Hugging Face Endpoints, enabling privacy-preserving inferences on encrypted data.

## Evidence

Verbatim from https://huggingface.co/blog/fhe-endpoints:

> We are ready today! And not in a random place on the internet, but directly on Hugging Face.

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Record: https://forck.live/items/1907-running-privacy-preserving-inferences-on-hugging-face-endpoints
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