can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA L40S (48GB) run GLM-4 9B?

GLM · MIT · estimated for a 48.0 GB machine at 4K context.

Yes — it runs great.

Best fit: GLM-4 9B at FP16 · 18.8 GB · 31–46 tok/s on a NVIDIA L40S (48GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K4.0 GB108–162 tok/sRuns great
Q3_K_M5.0 GB93–139 tok/sRuns great
Q4_K_M6.2 GB79–118 tok/sRuns great
Q5_K_M7.1 GB71–107 tok/sRuns great
Q6_K8.3 GB63–94 tok/sRuns great
Q8_010.0 GB54–80 tok/sRuns great
FP1618.8 GB31–46 tok/sRuns great

Ran GLM-4 9B on a NVIDIA L40S (48GB)? Add your real numbers →