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 · 220.9 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 | 35.9 GB | 249–373 tok/s | Runs great |
| Q3_K_M | 47.6 GB | 229–343 tok/s | Runs great |
| Q4_K_M | 67.0 GB | 202–303 tok/s | Runs great |
| Q5_K_M | 78.7 GB | 188–283 tok/s | Runs great |
| Q6_K | 91.1 GB | 176–264 tok/s | Runs great |
| Q8_0 | 117.4 GB | 155–232 tok/s | Runs great |
| FP16 | 220.9 GB | 24–35 tok/s | Runs great |
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