From the course: MLOps Tools: MLflow and Hugging Face
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Introduction to applied Hugging Face - Hugging Face Tutorial
From the course: MLOps Tools: MLflow and Hugging Face
Introduction to applied Hugging Face
- Hi, my name is Noah Gift and I'm going to introduce you to Hugging Face, a really popular new platform for dealing with large data sets, pre-trained models and also demoing those products. And what's exciting about this particular course is that we're going to cover three different categories. In the first section of the course, we're going to talk about how to get data into Hugging Face, how to put models into Hugging Face and then actually pull that back down inside of development environments, like GPU-enabled GitHub Codespaces. Next, in the second section, we'll cover how to fine tune trained models, so essentially get the latest models from the top brands in the world that are doing AI and ML, take those models, for example, a summarization model, fine tune it a little bit with custom data and then take that model and put it back into your Hugging Face model repository so you can use it later in the future. We'll also talk about how you can use the GPUs inside of GitHub…
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