MTP + Ngram Stacked in llama.cpp - Qwen3.6 27B at 56 tok/s Locally

Release: 2026/05/19 21:00 Reading: 0

Original author：Fahd Mirza

Original source：https://www.youtube.com/embed/71T4aQiwZ_I

Stack MTP and ngram-mod together in mainline llama.cpp and Qwen3.6-27B jumps from 22 to 56 tokens per second with no extra models and no custom builds. 🔥 Get 50% Discount on any A6000 or A5000 GPU rental, use following link and coupon: https://bit.ly/fahd-mirza Coupon code: FahdMirza 🔥 Buy Me a Coffee to support the channel: https://ko-fi.com/fahdmirza #llamacpp #mtp #multitokenprediction #speculativedecoding #ngrammod PLEASE FOLLOW ME: ▶ LinkedIn: https://www.linkedin.com/in/fahdmirza/ ▶ YouTube: https://www.youtube.com/@fahdmirza ▶ Blog: https://www.fahdmirza.com RESOURCES: ▶ https://github.com/ggml-org/llama.cpp/pull/22673 All rights reserved © Fahd Mirza

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