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

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

A simple screen parsing tool towards pure vision based GUI agent

Neural Networks: Zero to Hero

This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive A…

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…

A course on aligning smol models.

Democratizing Reinforcement Learning for LLMs

Code for the paper "ViperGPT: Visual Inference via Python Execution for Reasoning"

Codes/Notebooks for AI Projects

Official Pytorch Implementation for "MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation" presenting "MultiDiffusion" (ICML 2023)

From babyGPT to diffusion GPT: An annotated implementation of a character-level discrete diffusion model (adapted from Karpathy’s baby GPT).

[ICML 24 NGSM workshop] Associative Recurrent Memory Transformer implementation and scripts for training and evaluation

A generative model of spatial structure from temporal interference.

Tools and resources for fine-tuning text-to-image diffusion models with Kohya-ss, including Jupyter Notebooks, ComfyUI workflows, and Python scripts for organizing and visualizing fine-tuning progr…