# Running Privacy-Preserving Inferences on Hugging Face Endpoints

DevFeed: [Running Privacy-Preserving Inferences on Hugging Face Endpoints](<https://devfeed.tech/articles/running-privacy-preserving-inferences-on-hugging-face-endpoints-7197.md>)

Original publisher: [Read original article](<https://huggingface.co/blog/fhe-endpoints>)

Author: Benoit Chevallier-Mames

Published: 2024-04-16T00:00:00Z

Content type: tutorial

Language: en

Sources: [Hugging Face - Blog](<https://devfeed.tech/sources/hugging-face-blog.md>)

Topics: [Cryptography](<https://devfeed.tech/topics/cryptography.md>)

Tags: [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [cryptographic](<https://devfeed.tech/tags/cryptographic.md>), [encryption](<https://devfeed.tech/tags/encryption.md>), [fhe](<https://devfeed.tech/tags/fhe.md>), [guide](<https://devfeed.tech/tags/guide.md>), [hugging-face](<https://devfeed.tech/tags/hugging-face.md>), [inference](<https://devfeed.tech/tags/inference.md>), [model](<https://devfeed.tech/tags/model.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [privacy](<https://devfeed.tech/tags/privacy.md>), [research](<https://devfeed.tech/tags/research.md>), [tutorial](<https://devfeed.tech/tags/tutorial.md>)

## AI overview

A tutorial on deploying pre-compiled Concrete ML models through Hugging Face Inference Endpoints for privacy-preserving inference using fully homomorphic encryption.

## Source excerpt

We're on a journey to advance and democratize artificial intelligence through open source and open science.