can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA RTX 4070 (12GB) run GLM-4 9B?

GLM · MIT · estimated for a 12.0 GB machine at 4K context.

Yes — it runs great.

Best fit: GLM-4 9B at Q6_K · 7.8 GB · 42–62 tok/s on a NVIDIA RTX 4070 (12GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K3.1 GB88–132 tok/sRuns great
Q3_K_M4.1 GB71–107 tok/sRuns great
Q4_K_M5.7 GB54–81 tok/sRuns great
Q5_K_M6.7 GB47–71 tok/sRuns great
Q6_K7.8 GB42–62 tok/sRuns great
Q8_010.0 GB33–50 tok/sWon't fit
FP1618.8 GB19–28 tok/sWon't fit

Ran GLM-4 9B on a NVIDIA RTX 4070 (12GB)? Add your real numbers →