This repository houses supplementary code and Jupyter notebooks that accompany the AI Pocket Reference project.

A comprehensive Rust translation of the code from Sebastian Raschka's Build an LLM from Scratch book.

Fast Mustache template engine implementation in pure Rust.

A preprocessor for mdbook that creates chapter-level contributor sections featuring authors' GitHub profiles.

Train transformer language models with reinforcement learning.

A preprocessor for mdbook to add Material Design admonishments.

Create book from markdown files. Like Gitbook but implemented in Rust

An action which manages a github release

Efficient LLM inference on Slurm clusters using vLLM.

AI Engineering template repository using `uv` as python dependency/package manager.

AI Engineering template repo

LLM finetuning in resource-constrained environments.

Bringing BERT into modernity via both architecture changes and scaling

A high-throughput and memory-efficient inference and serving engine for LLMs

The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.

X-LoRA: Mixture of LoRA Experts

Official Repository for Dataset Inference for LLMs

Fast, streaming indexing, query, and agentic LLM applications in Rust

This series will take you on a journey from the fundamentals of NLP and Computer Vision to the cutting edge of Vision-Language Models.

Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 2, and other large language models.

A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings

Fast serverless LLM inference, in Rust.

🤗 smolagents: a barebones library for agents. Agents write python code to call tools and orchestrate other agents.

Plotly for Rust

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

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