The Muse Spark model reached 18 tokens per second decode on a single Mac Studio, though a slight regression occurred while cherry‑picking changes from other ds4 work trees. The developer aims to restore that throughput after addressing prefill droop and is weighing whether to upload the Hugging Face‑gated weights or release a recipe. The implementation is text‑only, producing coherent output with solid tool calls.