Learn the essential knowledge and practical steps for running Large Language Models (LLMs) locally on your own hardware in this 20-minute conference talk by Cedric Clyburn from All Things Open. Discover the benefits, challenges, and technical requirements for local LLM deployment, including hardware considerations, software setup, and optimization techniques. Explore different approaches to running models locally, understand memory and computational requirements, and gain insights into selecting the right models for your specific use cases. Master the tools and frameworks available for local LLM inference, learn about performance optimization strategies, and understand the trade-offs between local deployment and cloud-based solutions for privacy, cost, and control considerations.