Tag: speculative decoding

How to Set Latency Budgets for Interactive LLM Apps: A Practical Guide

Learn how to set effective latency budgets for interactive LLM apps. We cover TTFT targets, batching trade-offs, speculative decoding, and model selection strategies to ensure responsive user experiences.

Speculative Decoding Pipelines: Draft-and-Verify for Production LLMs

Learn how speculative decoding accelerates LLM inference using draft-and-verify architectures. Explore Medusa, vLLM implementation, and production tips for 2x-3x speedups.