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 · 73.0 GB · 107–161 tok/s on a NVIDIA RTX Pro 6000 Blackwell (96GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K45.3 GB142–213 tok/sRuns great
Q3_K_M57.2 GB125–187 tok/sRuns great
Q4_K_M73.0 GB107–161 tok/sRuns great
Q5_K_M83.5 GB98–147 tok/sTight / slow
Q6_K99.0 GB87–131 tok/sWon't fit
Q8_0117.5 GB77–116 tok/sWon't fit
FP16221.0 GB47–70 tok/sWon't fit

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