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Migrating from OpenAI models to Hugging Face models

Published at

5/17/2024

Categories

huggingface

mlops

transformers

openai

Author

juliensimon

Main Article

https://dev.to/juliensimon/migrating-from-openai-models-to-hugging-face-models-5586

Categories

4 categories in total

Author

11 person written this

Migrating from OpenAI models to Hugging Face models

In this video, I show how you can easily migrate your applications from OpenAI models to Hugging Face open-source models.

First, we deploy a Llama3 8B model on an Inference Endpoint hosted on Google Cloud, and we invoke it with the OpenAI client library.

Then, we deploy a Zephyr 7B model on Amazon SageMaker and invoke the endpoint with the OpenAI Messages API.

It couldn’t be simpler to enjoy the many benefits of open-source models, without having to rewrite your app :)

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