Stanford CS25: Transformers United V6 I Serving Transformers: Lessons from the Trenches
Inference has emerged as the critical revenue-generating phase of AI, requiring engineers to treat serving as a full-stack discipline spanning applications to hardware, with precise workload definition being the foundation of profitable deployment.