From the course: MLOps Tools: MLflow and Hugging Face
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Introduction to ONNX and Hugging Face - Hugging Face Tutorial
From the course: MLOps Tools: MLflow and Hugging Face
Introduction to ONNX and Hugging Face
- [Instructor] Let's go through some of the concepts that you'll need in order to work with Hugging Face and Onnx. And Onnx specifically, I want to show you the main landing page here, the get started page, because it has a couple of things that are useful to understand before we dive in into the details. So first off is that you have the ability to work regardless of the framework that you're choosing to create the model or to work with the model, you can export to a normalized, or that is like an Onnx format. Now the Onnx format will allow you to deploy to different types of architectures and regardless of where that machine learning framework came from. And then finally, you'll have cloud services that work natively with the Onnx former format so that you can interact with it and not specifically be tied to an actual framework. Now, exporting to the Onnx format is specifically what we're going to concentrate on today, and we'll take a quick look at what the Onnx Model Zoo is and…
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