Back to directory

The Hugging Face Course

A free course teaching how to apply Transformers to natural language processing and other tasks using the Hugging Face ecosystem, including its Transformers, Datasets, Tokenizers and Accelerate libraries.

The Hugging Face Course

This repository contains the content used to create the Hugging Face Course. The course teaches how to apply Transformers to various tasks in natural language processing and beyond, and how to use the Hugging Face ecosystem, including the Transformers, Datasets, Tokenizers and Accelerate libraries, as well as the Hugging Face Hub.

It is organized into chapters and has been translated into many languages, including Bengali, German, Spanish, Persian, French, Gujarati, Hebrew, Hindi, Indonesian, Italian, Japanese, Korean, Portuguese, Russian, Telugu, Thai, Turkish, Vietnamese, Chinese and Romanian, maintained by community contributors alongside the original English content.

The course and its content are free and open source.

More in Tutorials

See all 478
  • BootLife

    github.com

    Conway's Game of Life implemented to run directly from a 512-byte x86 boot sector in assembly, using VGA memory itself as the simulation grid.

  • A technical blog post deriving the Y combinator as a composition of combinator birds in an array language, and examining how eager evaluation changes fixed-point recursion compared with the usual lazy telling.

  • System Design Atlas

    atlas-sysdes.vercel.app

    A free reference of worked system design problems with interactive architecture diagrams, covering ranked designs such as a feed, a chat app, a URL shortener, and a rate limiter, plus pages on the technologies behind them.