TLDR; I only got a 6% improvement on tokens/sec over naïve parameters. I was messing around and ran a hyperparameter search with optuna over the MTP and speculative decoding options of llama-server for Qwen3.6 27b on strix halo. Here's the very rough python script (created by Qwen): https://gist.git