The Efficient Frontier of LLM Inference

Summary

Baseten explains how inference engineers balance latency, throughput, cost, quality, and reasoning speed. It distinguishes configuration techniques that move a deployment along an existing frontier from system improvements that expand overall serving efficiency, including quantization, kernel optimization, speculative decoding, and prefill/decode disaggregation.