🦜🔗 Build context-aware reasoning applications

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

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

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

🔊 Text-Prompted Generative Audio Model

12 Weeks, 24 Lessons, AI for All!

A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

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

Free Data Engineering course!

Instruct-tune LLaMA on consumer hardware

A guidance language for controlling large language models.

StableLM: Stability AI Language Models

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

Code for Machine Learning for Algorithmic Trading, 2nd edition.

llama3 implementation one matrix multiplication at a time

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…

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

Overview and tutorial of the LangChain Library

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

LangGPT: Empowering everyone to become a prompt expert!🚀 Structured Prompt，Language of GPT, 结构化提示词，结构化Prompt

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

JAX implementation of OpenAI's Whisper model for up to 70x speed-up on TPU.

A Bulletproof Way to Generate Structured JSON from Language Models

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

Mobile ALOHA: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperation

Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.

A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain

Code Repository for Machine Learning with PyTorch and Scikit-Learn