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Deep Learning Academy · Lesson

Fine-Tune a Hugging Face Model

Adapt a pretrained transformer to your data.

A Hub of Pretrained Models

Hugging Face hosts thousands of ready-to-use transformers for text, vision, and audio. You can fine-tune one on your own data in minutes. 🤗

Install Transformers

The transformers library gives you models, tokenizers, and training tools in one package.

pip install transformers datasets

All lessons in this course

  1. Freeze the Backbone, Train the Head
  2. Fine-Tune with a Lower Learning Rate
  3. Discriminative Layer-Wise Rates
  4. Fine-Tune a Hugging Face Model
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