Splitting one 27B across two 3090s was slow: one model per GPU hits 243 tok/s combined

StewartalsopIII · x · 2026-11-06

A user shared local inference benchmarks: running a single 27B model sharded across two RTX 3090s yielded only 50-60 tok/s for months. Switching to one model per GPU — a fast Qwen 3.8 Flash-Next with 262K context on one card and a 27B with 128K context on the other — enabled six concurrent streams measured at a combined 243 tok/s.

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