From the course: GitHub Administration Cert Prep
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Demo: GPUs for model fine-tuning - GitHub Tutorial
From the course: GitHub Administration Cert Prep
Demo: GPUs for model fine-tuning
- [Instructor] Let's take a look at Hugging Face, a popular model hosting service. There really are three key features to Hugging Face. There's models, datasets, and spaces. Models are for pre-trained models. If we go ahead and we look at this, you can see that there are 75,000 models and counting, just rapidly growing here. And there are different tasks associated with these models, summarization, classification for tokens, question answering, and all these can be played around with by looking at the particular model. So in this case, if I go to Summarization, and I go to Google, the Pegasus Model here, we can run this example and take a look at it and play around with it. Here we go, "The Eiffel Tower is a landmark in Paris." So this is a great service that many people are using for both production and for experimentation. And so what we can do is go over to this tutorial here where they talk about how to do fine-tune…
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