can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA RTX Pro 6000 Blackwell (96GB) run GLM-4.5 Air (MoE)?

GLM · MIT · estimated for a 96.0 GB machine at 4K context.

Yes — it runs great.

Best fit: GLM-4.5 Air (MoE) at Q4_K_M · 67.0 GB · 113–170 tok/s on a NVIDIA RTX Pro 6000 Blackwell (96GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K35.9 GB160–239 tok/sRuns great
Q3_K_M47.6 GB138–207 tok/sRuns great
Q4_K_M67.0 GB113–170 tok/sRuns great
Q5_K_M78.7 GB102–153 tok/sTight / slow
Q6_K91.1 GB93–139 tok/sWon't fit
Q8_0117.4 GB77–116 tok/sWon't fit
FP16220.9 GB47–70 tok/sWon't fit

Ran GLM-4.5 Air (MoE) on a NVIDIA RTX Pro 6000 Blackwell (96GB)? Add your real numbers →