Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

12 Weeks, 24 Lessons, AI for All!

The fastai deep learning library

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama mode…

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

Machine Learning Journal for Intermediate to Advanced Topics.