Muse Glimmer 30B is a 29.78B-parameter model. At Q4_K_M it needs about 20.5 GB of memory. The Mac Studio M3 Ultra 512GB has 384 GB usable, so it fits entirely in memory. Expect about 20 tokens/sec (17–22), with the first token after 0.5 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 | 20 tok/s | 0.5 s | Projected |
| Q8_0 | 29.6 GB | Fits | 13 tok/s | 0.5 s | Projected |
| FP16 | 55.7 GB | Fits | 6.9 tok/s | 0.5 s | Projected |
All models on the Mac Studio M3 Ultra 512GB · 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.