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

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

A latent text-to-image diffusion model

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

Instruct-tune LLaMA on consumer hardware

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…

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Solve puzzles. Learn CUDA.

《Python Cookbook》 3rd Edition Translation

Build your neural network easy and fast, 莫烦Python中文教学

Using Low-rank adaptation to quickly fine-tune diffusion models.

Material for gpu-mode lectures

『ゼロから作る Deep Learning』(O'Reilly Japan, 2016)

Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads

Puzzles for learning Triton

OneDiff: An out-of-the-box acceleration library for diffusion models.

A throughput-oriented high-performance serving framework for LLMs

『ゼロから作る Deep Learning ❹』(O'Reilly Japan, 2022)

『ゼロから作る Deep Learning ❺』(O'Reilly Japan, 2024)

Repo for Qwen Image Finetune

Tutorials for Triton, a language for writing gpu kernels