Extreme Topology Tuning Boosts LLM Inference Throughput to 47 tok/s

A developer pushed multi-node vLLM and GLM 5.2 inference throughput to 47 tokens per second for a single user through extreme topology tuning and asynchronous parameter adjustments during a nearly 11-hour test.

2026-07-21 ~ 2026-07-21 · 2 related posts

• A multi-node vLLM rig climbs from ~20 to 47 tok/s/user after topology tuning — TheZachMueller · 2026-07-21
• A GLM 5.2 serving rig reaches 47 tok/s/user after async pipeline tuning — TheZachMueller · 2026-07-21