Navigating LLM Deployment - Tips, Tricks and Techniques

Learn essential strategies for deploying and managing self-hosted language models from TitanML CEO Meryem Arik in this 39-minute conference talk from the Toronto Machine Learning Series. Discover industry best practices for optimizing, deploying, and monitoring in-house AI solutions across financial services, healthcare, defense, and other sectors. Gain practical insights through real-world case studies that demonstrate how to effectively integrate large language models into organizational AI workflows while addressing key challenges. Master the techniques needed to leverage self-hosted LLMs for next-generation applications and maintain competitive advantage in the rapidly evolving AI landscape.