About This workshop
Dive into the practical application of Large Language Models (LLMs) in a hands-on workshop designed for developers and data enthusiasts. Participants will learn the fundamentals of LLM architecture before moving into advanced techniques for data preparation, model fine-tuning, and deployment using open-source tools. We will focus on leveraging regional datasets to create LLMs that understand and respond to the unique nuances of Appalachian culture, history, and industry, making AI more relevant and impactful locally. This session will cover topics from data sourcing and cleaning to ethical considerations in AI development, ensuring a comprehensive understanding of building context-aware AI solutions.
