can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA H100 SXM (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 SXM (80GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K4.0 GB227–340 tok/sRuns great
Q3_K_M5.0 GB208–312 tok/sRuns great
Q4_K_M6.2 GB189–284 tok/sRuns great
Q5_K_M7.1 GB177–266 tok/sRuns great
Q6_K8.3 GB163–245 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 SXM (80GB)? Add your real numbers →