Deploying a large language model on your own system can be surprisingly simple—if you have the right tools. Here’s how to use LLMs like Meta’s new Llama 3 on your desktop.

Get a hands-on introduction to generative AI with these Python-based coding projects using OpenAI, LangChain, Matplotlib, SQLAlchemy, Gradio, Streamlit, and more.

It’s now possible to run useful models from the safety and comfort of your own computer. Here’s how.