[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

Medical Language Model fine-tuned using pretraining, instruction tuning, and Direct Preference Optimization (DPO). Progresses from general medical knowledge to specific instruction following, with …

Publication-ready NN-architecture schematics.

real time face swap and one-click video deepfake with only a single image

Make one portrait alive!

Understanding Deep Learning - Simon J.D. Prince

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supportin…

GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning

A list of AI autonomous agents

PhotoMaker

Run GGML models with Kubernetes.

Robust recipes for to align language models with human and AI preferences

A tutorial to learn Apache Kafka and Python

Welcome to the Bot Framework samples repository. Here you will find task-focused samples in C#, JavaScript and TypeScript to help you get started with the Bot Framework SDK!

Curated list of data science interview questions and answers

Create chatbots with ease

Fast inference engine for Transformer models

The simplest, fastest repository for training/finetuning medium-sized GPTs.

All Algorithms implemented in Python

Easiest 1-click way to install and use Stable Diffusion on your computer. Provides a browser UI for generating images from text prompts and images. Just enter your text prompt, and see the generate…

A collection of notes and implementations of machine learning algorithms from Andrew Ng's machine learning specialization.

Implementation of the StableLM/Pythia/INCITE language models based on nanoGPT. Supports flash attention, LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.