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

A latent text-to-image diffusion model

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 ;)

Anthropic's Interactive Prompt Engineering Tutorial

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…

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable…

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

Instruct-tune LLaMA on consumer hardware

Get started with building Fullstack Agents using Gemini 2.5 and LangGraph

Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬

AI Observability & Evaluation

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

Tacotron 2 - PyTorch implementation with faster-than-realtime inference

Neo4j graph construction from unstructured data using LLMs

Machine Learning Containers for NVIDIA Jetson and JetPack-L4T

Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.

Doing simple retrieval from LLM models at various context lengths to measure accuracy

Simple UI for LLM Model Finetuning

Convert any text to a graph of knowledge. This can be used for Graph Augmented Generation or Knowledge Graph based QnA

Various ipython notebooks

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

Open-source tool to visualise your RAG 🔮

A deep Q learning demonstration using Google Tensorflow

Representation Engineering: A Top-Down Approach to AI Transparency

Achieve the llama3 inference step-by-step, grasp the core concepts, master the process derivation, implement the code.

Complete solutions to the Programming Massively Parallel Processors Edition 4

Getting the latest versions of Disco Diffusion to work locally, instead of colab. Including how I run this on Windows, despite some Linux only dependencies ;)

Extracting spatial and temporal world models from LLMs