Use of hugging face in azure

Question

My project is going on with both hugging face and azure. I want to know how I can import models from hugging face to azure directly. I am in US.

Answer 1

Hello @Malchu Chan

Thanks for reaching out to us, the Hugging Face is already available in Azure machine learning, please see the blog as a reference -

https://techcommunity.microsoft.com/t5/ai-machine-learning-blog/deploying-hugging-face-hub-models-in-azure-machine-learning/ba-p/3826060

Deploying Hugging Face models in AzureML is easy

Log in to workspace in AzureML Studio, open the model catalog, and follow these simple steps:

1. Open the Hugging Face registry in AzureML studio.
2. Click on the Hugging Face collection.
3. Filter by task or license and search the models.
4. Click the model tile to open the model page and choose the real-time deployment option to deploy the model.
5. Once deployed, the REST endpoint you can use to score the model is visible in the endpoints page.                                              

While exploring models on the Hugging Face hub, you can also deploy a model to AzureML directly from its model page on the Hugging Face Hub by clicking “Deploy” and picking “AzureML” from the menu.

 

Watch Jeff Boudier, Product Director at Hugging Face, introduce the experience:

https://youtu.be/cjXYjN2mNVM

I hope this helps, let me know if you have any questions.

Regards,

Yutong

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