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This 40-minute InfoQ talk explores the strategic considerations for self-hosting Large Language Models (LLMs) in enterprise environments. Discover the critical factors that determine when self-hosting is appropriate for your organization, and understand the fundamental differences between enterprise implementations and those at major AI research labs. Learn practical techniques and best practices from Meryem Arik for optimizing self-hosted AI systems in corporate settings, with comprehensive coverage of cost optimization strategies, performance enhancement methods, and essential security considerations. A complete transcript is available on the InfoQ website for further reference.
Syllabus
Self-Hosting LLMs: Architect's Guide to When & How
Taught by
InfoQ