Can I run this LLM?
Can a NVIDIA GH200 Grace Hopper (144GB HBM + 480GB) run GLM-4.5 Air (MoE)?
GLM · MIT · estimated for a 144.0 GB machine at 4K context.
Yes — it runs great.
Best fit: GLM-4.5 Air (MoE) at FP16 · 221.0 GB · 24–35 tok/s on a NVIDIA GH200 Grace Hopper (144GB HBM + 480GB).
Every quantization on this machine
| Quant | Size | Speed | Fit |
|---|---|---|---|
| Q2_K | 45.3 GB | 232–349 tok/s | Runs great |
| Q3_K_M | 57.2 GB | 215–322 tok/s | Runs great |
| Q4_K_M | 73.0 GB | 195–292 tok/s | Runs great |
| Q5_K_M | 83.5 GB | 183–275 tok/s | Runs great |
| Q6_K | 99.0 GB | 169–254 tok/s | Runs great |
| Q8_0 | 117.5 GB | 155–232 tok/s | Runs great |
| FP16 | 221.0 GB | 24–35 tok/s | Runs great |
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