🦜🔗 Build context-aware reasoning applications

Google Research

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 ;)

The fastai book, published as Jupyter Notebooks

A guidance language for controlling large language models.

Instruct-tune LLaMA on consumer hardware

A multi-voice TTS system trained with an emphasis on quality

A Bulletproof Way to Generate Structured JSON from Language Models

Simple UI for LLM Model Finetuning

Vision utilities for web interaction agents 👀

maximal update parametrization (µP)

Query data on the command line with SQL-like SELECTs powered by Python expressions

Fine-Tuning Embedding for RAG with Synthetic Data

HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels

Prompt engineering, automated.