Can I run this LLM?
Can a NVIDIA GH200 Grace Hopper (144GB HBM + 480GB) run Muse Glimmer 30B?
Muse · Apache 2.0 · estimated for a 144.0 GB machine at 4K context.
Yes — it runs great.
Runs greatBest fit: Muse Glimmer 30B at FP16 · 55.7 GB weights · 55–83 tok/s on a NVIDIA GH200 Grace Hopper (144GB HBM + 480GB).
Arena Text Overall · style-controlled
UnratedAmbiguous matchAmbiguous Arena identity; unrated
Arena identity is ambiguous. The Arena identifier omits the 30B size. An independent Arena alias-to-release binding is not yet verified. No rating is assigned or used for ranking. Local quantization quality is unmeasured.
Snapshot published 2026-10-08 · snapshot imported 2026-10-11 UTC · validated last-good data · manual refresh
Arena leaderboard dataset · Arena / lmarena-ai, Arena Leaderboard Dataset (CC BY 4.0). Selected Text Overall style-controlled rows; field names adapted, ratings unchanged. · dataset CC BY 4.0 · revision e16f90232986
- Total memory at 4K context
- 56.7 GB
- Weights + KV cache + runtime overhead
- Estimated generation
- 55–83 tok/s
- Estimated first token
- ~1.3s
Every quantization on this machine
On small screens, each quant lists every metric below its name. On wider screens, scroll sideways for total memory, speed and fit. Keyboard: focus the table, then use the arrow keys. Quant names stay visible.
| Quant | Weights | Total memory | Speed | Fit |
|---|---|---|---|---|
| Q2_K | 11.0 GB | 12.0 GB | 172–258 tok/s | Runs great |
| Q3_K_M | 14.0 GB | 14.9 GB | 151–227 tok/s | Runs great |
| Q4_K_M | 17.3 GB | 18.2 GB | 133–199 tok/s | Runs great |
| Q5_K_M | 20.1 GB | 21.0 GB | 120–180 tok/s | Runs great |
| Q6_K | 23.4 GB | 24.3 GB | 108–162 tok/s | Runs great |
| Q8_0 | 29.6 GB | 30.5 GB | 91–137 tok/s | Runs great |
| FP16 | 55.7 GB | 56.7 GB | 55–83 tok/s | Runs great |
Ran Muse Glimmer 30B on a NVIDIA GH200 Grace Hopper (144GB HBM + 480GB)? Add your real numbers →