Can I run this LLM?
Can a NVIDIA GH200 Grace Hopper (144GB HBM + 480GB) run Kimi K2.7 (MoE)?
Kimi · See model card · estimated for a 144.0 GB machine at 4K context.
Yes — it runs great.
Runs greatBest fit: Kimi K2.7 (MoE) at Q3_K_M · 463.6 GB weights · 25–37 tok/s on a NVIDIA GH200 Grace Hopper (144GB HBM + 480GB).
Arena Text Overall · style-controlled
UnratedNo exact matchNo reviewed exact Arena match
No reviewed exact model/configuration match in the Arena Text Overall style-controlled snapshot. No family or editorial score is substituted. 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
- 464.7 GB
- Weights + KV cache + runtime overhead
- Estimated generation
- 25–37 tok/s
- Estimated first token
- ~1.5s
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 | 339.5 GB | 340.5 GB | 37–55 tok/s | Runs great |
| Q3_K_M | 463.6 GB | 464.7 GB | 25–37 tok/s | Runs great |
| Q4_K_M | 583.7 GB | 584.8 GB | — not resident | Won't fit |
Ran Kimi K2.7 (MoE) on a NVIDIA GH200 Grace Hopper (144GB HBM + 480GB)? Add your real numbers →