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

Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting…

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…

Python training for business analysts and traders

A simple screen parsing tool towards pure vision based GUI agent

A course on aligning smol models.

This repository offers a comprehensive collection of tutorials and implementations for Prompt Engineering techniques, ranging from fundamental concepts to advanced strategies. It serves as an essen…

GenAI Cookbook

This repository showcases a selection of machine learning projects undertaken to understand and master various ML concepts. Each project reflects commitment to applying theoretical knowledge to pra…

Introduction to ML packages for the 6.86x course

Tensor Network Library with Autograd

Official code repository for the paper "Neural Light Spheres for Implicit Image Stitching and View Synthesis"

Code to go along with my AI agents youtube video