Deploying Large Language Models (LLMs) in a production environment presents significant technical and financial challenges that are often underestimated during the initial prototyping phase. While LLM demonstrations are impressive, the transition to a live, scalable service reveals critical issues related to cost, latency, and throughput. This session provides a practical, engineering-focused framework for overcoming these obstacles and successfully deploying LLMs at scale.

Recording of the presentation: https://www.loom.com/share/86e60e540c52490da131c72edacbf743?t=21