Learn how to design, develop, deploy and iterate on production-grade ML applications.

Get up and running with Llama 2 and other large language models locally

12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Self-hosted AI coding assistant

the AI-native open-source embedding database

📋 A list of open LLMs available for commercial use.

The official GitHub page for the survey paper "A Survey of Large Language Models".

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

Play ChatGPT and other LLM with Xiaomi AI Speaker

Guided Text Generation

An open source implementation of OpenAI's ChatGPT Code interpreter

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Data Science Roadmap from A to Z

An open-source ChatGPT app with a voice

Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).

Access large language models from the command-line

⚡🤖Highly hackable components for AI apps or autonomous agents . World's first AMS🥇

A distributed system for embedding-based vector retrieval