Stars
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
12 Weeks, 24 Lessons, AI for All!
A simple screen parsing tool towards pure vision based GUI agent
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…
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…
Anthropic's educational courses
Get started with building Fullstack Agents using Gemini 2.5 and LangGraph
stable diffusion webui colab
AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术
llama3 implementation one matrix multiplication at a time
This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable blueprints for re…
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed …
Understanding Deep Learning - Simon J.D. Prince
A course on aligning smol models.
SoTA LLM for converting natural language questions to SQL queries
Everything you need to know to build your own RAG application
Jupyter Notebooks to help you get hands-on with Pinecone vector databases
Jupyter extensions that help you write code faster: Context aware AI Chat, Autocomplete, and Spreadsheet
This is the official repository for The Hundred-Page Language Models Book by Andriy Burkov
A comprehensive guide to building RAG-based LLM applications for production.
《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。
Build an email assistant with human-in-the-loop and memory
Jupyter Notebooks for Geektime AI Course
Evaluate the accuracy of LLM generated outputs
Official repository of my book "A Hands-On Guide to Fine-Tuning LLMs with PyTorch and Hugging Face"