can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA H100 (80GB) run GLM-4 9B?

GLM · MIT · estimated for a 80.0 GB machine at 4K context.

Yes — it runs great.

Best fit: GLM-4 9B at FP16 · 18.8 GB · 96–144 tok/s on a NVIDIA H100 (80GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K3.1 GB248–372 tok/sRuns great
Q3_K_M4.1 GB226–339 tok/sRuns great
Q4_K_M5.7 GB196–294 tok/sRuns great
Q5_K_M6.7 GB182–273 tok/sRuns great
Q6_K7.8 GB169–253 tok/sRuns great
Q8_010.0 GB146–220 tok/sRuns great
FP1618.8 GB96–144 tok/sRuns great

Ran GLM-4 9B on a NVIDIA H100 (80GB)? Add your real numbers →