Qwen3.6-27B with MTP grafted on Unsloth UD XL: 2.5x throughput via unmerged llama.cpp PR

This content details the implementation of Multi-Token Prediction (MTP) with quantized GGUFs for Qwen3-27B, utilizing Unsloth's UD XL quantizations with Q8_0 MTP layers grafted on top, resulting in a 2.5x throughput increase. The author shares grafted GGUF files, raw MTP layer source, and a conversion script, along with custom llama.cpp build instructions incorporating speculative decoding support from an unmerged PR.