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How to use HF endpoints to run Concrete-ML privacy-preserving ML models #2

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@bcm-at-zama bcm-at-zama commented Feb 29, 2024

Add a new blog post: How to use HF endpoints to run Concrete-ML privacy-preserving ML models.

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Hello Hugging Face people.

This is a proposed blog post to explain how to deploy our Concrete ML models on the HF endpoints with custom handlers. Concrete ML is about privacy-preserving ML, we already made two HF blogs (https://huggingface.co/blog/encrypted-llm and https://huggingface.co/blog/sentiment-analysis-fhe).

Here, we use your endpoints to directly deploy some models we have saved in https://huggingface.co/zama-fhe?sort_models=modified#models. It was an idea which some of you proposed and that we discussed, a long time ago. And it was finally quite easy to make, and it works very well.

@bcm-at-zama bcm-at-zama changed the title Add a blog about how to use HF endpoints to run Concrete-ML privacy-p… How to use HF endpoints to run Concrete-ML privacy-preserving ML models Feb 29, 2024
zh/starcoder2.md Outdated
@@ -6,47 +6,35 @@ authors:
- user: loubnabnl
- user: anton-l
- user: nouamanetazi
translators:
translator:
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I don't know what happens with this file zh/starcoder2.md: when I updated my main copy, I got an issue. I think it's related to some capitalization changes in the file.

@bcm-at-zama bcm-at-zama force-pushed the concrete-ml-inference-on-endpoints-fhe2 branch 3 times, most recently from 077d776 to 6f1a23a Compare April 12, 2024 14:50
@bcm-at-zama bcm-at-zama force-pushed the concrete-ml-inference-on-endpoints-fhe2 branch 2 times, most recently from 8d7c4d0 to 5d0890a Compare April 16, 2024 08:15
@bcm-at-zama bcm-at-zama force-pushed the concrete-ml-inference-on-endpoints-fhe2 branch from 80901c4 to 95d967a Compare April 16, 2024 13:39
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