⚡ What is MTP (Multi-Token Prediction)?

MTP (Multi-Token Prediction) is a technique introduced in the Qwen3.6 architecture that enables the model to predict multiple future tokens simultaneously. By leveraging dedicated MTP heads, this model supports speculative decoding, where a draft model predicts multiple tokens at once and the target model verifies them in parallel, resulting in significant inference speedups without sacrificing output quality.

This GGUF release preserves the MTP heads from unsloth/Qwen3.6-35B-A3B, making it compatible with mainstream inference frameworks that support MTP-based speculative decoding (such as llama.cpp and its derivatives). For optimal throughput, pair this MTP-enabled GGUF with a corresponding draft model.