can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA A100 (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 · 65–98 tok/s on a NVIDIA A100 (80GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K3.1 GB206–308 tok/sRuns great
Q3_K_M4.1 GB181–271 tok/sRuns great
Q4_K_M5.7 GB151–227 tok/sRuns great
Q5_K_M6.7 GB137–206 tok/sRuns great
Q6_K7.8 GB125–188 tok/sRuns great
Q8_010.0 GB106–158 tok/sRuns great
FP1618.8 GB65–98 tok/sRuns great

Ran GLM-4 9B on a NVIDIA A100 (80GB)? Add your real numbers →