Muse Glimmer 30B is a 29.78B-parameter model. At Q4_K_M it needs about 20.5 GB of memory. The Mac Mini M4 Pro 64GB has 48 GB usable, so it fits entirely in memory. Expect about 6.5 tokens/sec (5.5–7.5), with the first token after 0.8 s for a short prompt. This estimate is projected from the hardware specs; no benchmarks exist yet.
| Quantization | File size | Memory | Generation | First token | Source |
|---|---|---|---|---|---|
| Q4_K_M | 19.8 GB | Fits | 6.5 tok/s | 0.8 s | Projected |
| Q8_0 | 29.6 GB | Fits | 4.3 tok/s | 0.8 s | Projected |
| FP16 | 55.7 GB | Doesn't fit | Won't run | — | — |
All models on the Mac Mini M4 Pro 64GB · Muse Glimmer 30B on all hardware
Estimates for a short prompt on a single device. Measured numbers come from community benchmarks (r/LocalLLaMA, localscore.ai and more); others are derived from similar setups or projected from specs. Open source on GitHub.