How LLM Serving Actually Works
Jia-Bin Huang · 41:42 · Watch on YouTube
Modern LLM servers achieve 2-6x higher throughput not with a faster model, but by never idling the GPU, never wasting KV-cache memory, and never recomputing the same prefix twice, using continuous batching, paged atte...