Tag: inference optimization

Latency Budgets for Interactive LLM Apps: A Practical Guide

Learn how to set effective latency budgets for interactive LLM apps. Understand TTFT, decode bottlenecks, and optimization techniques like speculative decoding.

Scheduling Strategies to Maximize LLM Utilization During Scaling

Smart scheduling can boost LLM utilization by up to 87% and cut costs dramatically. Learn how continuous batching, sequence scheduling, and memory optimization make scaling LLMs affordable and fast.