![[vLLM Office Hours #40] Intro to Speculators - January 15, 2026](https://i3.ytimg.com/vi/2ISAr_JVGLs/hqdefault.jpg)
Welcome to vLLM office hours! These bi-weekly sessions are your chance to stay current with the vLLM ecosystem, ask questions, and hear directly from contributors and power users.
This week’s special topic: Intro to Speculators
We will start with our regular bi-weekly vLLM update from core committer Michael Goin, then welcome Fynn Schmitt-Ulms, Helen Zhao, and Rahul Tuli from Red Hat to introduce Speculators, a new unified library for building and storing speculative decoding algorithms for LLMs with vLLM.
Speculators GitHub: https://github.com/vllm-project/speculators
Want to join the discussion live on Google Meet? Get a calendar invite by filling out this form: https://red.ht/office-hours











