Disable MTP for 20-30% faster local LLM inference on limited RAM

InternalMode8159 · reddit · 2026-11-02

A user who does extensive local inference testing reminds everyone that MTP (multi-token prediction) can actually hurt performance when running very large models on constrained RAM/VRAM — and many apps now enable it by default.

In their tests on a 3060 with 32GB RAM using Gyrostrata/Strata with gyro-m and swift 1.5, simply disabling MTP yielded a 20-30% improvement in tok/s. Users with similar hardware setups are advised to try toggling it off.

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