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

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

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…

A simple screen parsing tool towards pure vision based GUI agent

Anthropic's educational courses

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…

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…

100+ Fine-tuning Tutorial Notebooks on Google Colab, Kaggle and more.

This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.