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Mac Studio M3 Ultra 512GB: Muse Spark Open 816B (Hugging Face test)

GPU(s)Apple M3 Ultra (unified)
VRAM / unified memory (GB)512
CPUApple M3 Ultra
Motherboard
RAM
PSU
Other
Reported total cost
Power

Measured speed (generation tokens/sec)

ModelQuantEnginetok/s
Muse Spark Open 816B-A42BQ2_K (imatrix), ~304 GBllama.cpp18
Muse Spark Open 816B-A42BoQ3e (3-bit), ~344 GBMLX (oMLX / mlx-lm)21

Hugging Face's Muse Spark Open launch post (15 Oct 2026). The MLX figure used a 1,024-token prompt and 128 generated tokens (~225 tok/s prefill); prompt length for the llama.cpp figure is not stated. Meta's 816B MoE has ~42B active parameters, so it needs the full 512 GB Mac.

Source: https://huggingface.co/blog/meta-muse-spark-open

Blank fields = not stated in the source. We never estimate build data; GPU street prices above are separately sourced and dated.

Rent before you buy: try this model on a cloud GPU for a few dollars first: RunPod

Quick answers: Can Apple M3 Ultra run Muse Spark Open 816B-A42B?