can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA GH200 Grace Hopper (144GB HBM + 480GB) run GLM-4 9B?

GLM · MIT · estimated for a 144.0 GB machine at 4K context.

Yes — it runs great.

Best fit: GLM-4 9B at FP16 · 18.8 GB · 126–188 tok/s on a NVIDIA GH200 Grace Hopper (144GB HBM + 480GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K3.1 GB277–415 tok/sRuns great
Q3_K_M4.1 GB257–385 tok/sRuns great
Q4_K_M5.7 GB230–345 tok/sRuns great
Q5_K_M6.7 GB216–325 tok/sRuns great
Q6_K7.8 GB203–305 tok/sRuns great
Q8_010.0 GB181–271 tok/sRuns great
FP1618.8 GB126–188 tok/sRuns great

Ran GLM-4 9B on a NVIDIA GH200 Grace Hopper (144GB HBM + 480GB)? Add your real numbers →