🦜🔗 Build context-aware reasoning applications

A programming framework for agentic AI 🤖

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

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 ;)

A guidance language for controlling large language models.

StableLM: Stability AI Language Models

Foundational Models for State-of-the-Art Speech and Text Translation

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

A Bulletproof Way to Generate Structured JSON from Language Models

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, B…

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

Arena-Hard-Auto: An automatic LLM benchmark.

Official code for "Large Language Models Are Reasoning Teachers", ACL 2023

Open source project for data preparation of LLM application builders

AI on GKE is a collection of examples, best-practices, and prebuilt solutions to help build, deploy, and scale AI Platforms on Google Kubernetes Engine

FrugalGPT: better quality and lower cost for LLM applications

Dataset Crafting w/ RAG/Wikipedia ground truth and Efficient Fine-Tuning Using MLX and Unsloth. Includes configurable dataset annotation editor Gradio UI.

Leeroo Client Library