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MTP feature degrades output quality for Qwen 3.6 and Gemma 4 models

A user on r/LocalLLaMA reported a significant decrease in output quality when using the MTP (Multi-Turn Processing) feature with Qwen 3.6 and Gemma 4 models. Despite MTP offering higher token generation speeds, the user found that non-MTP versions produced more comprehensive and useful code review results, often with fewer tokens. This contradicts common understanding that MTP provides performance gains without sacrificing quality, leading the user to seek similar experiences from others. AI

IMPACT Suggests potential issues with MTP implementation affecting model performance and quality for specific models.

RANK_REASON User report on model performance with a specific feature.

Read on r/LocalLLaMA →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

MTP feature degrades output quality for Qwen 3.6 and Gemma 4 models

COVERAGE [1]

  1. r/LocalLLaMA TIER_1 English(EN) · /u/Significant_Bar_460 ·

    Worse quality with MTP - Qwen 3.6, Gemma 4

    <!-- SC_OFF --><div class="md"><p>Hi.<br /> I am self-hosting Qwen 3.6 27B Q8_K_XL with Llama.cpp on 4x5070ti.<br /> (All 4 cards are on single x16 slot bifurcated to 4x4 with risers).</p> <p>I've been testing it on several work repos with Opencode CLI and in like 8/10 situations…