can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA RTX 4060 Ti (16GB) run GLM-4 9B?

GLM · MIT · estimated for a 16.0 GB machine at 4K context.

Yes — it runs great.

Best fit: GLM-4 9B at Q8_0 · 10.0 GB · 20–30 tok/s on a NVIDIA RTX 4060 Ti (16GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K3.1 GB56–84 tok/sRuns great
Q3_K_M4.1 GB44–66 tok/sRuns great
Q4_K_M5.7 GB33–49 tok/sRuns great
Q5_K_M6.7 GB29–43 tok/sRuns great
Q6_K7.8 GB25–38 tok/sRuns great
Q8_010.0 GB20–30 tok/sRuns great
FP1618.8 GB11–16 tok/sWon't fit

Ran GLM-4 9B on a NVIDIA RTX 4060 Ti (16GB)? Add your real numbers →