can-i-run-this-llm

Can I run this LLM?

Can a Mac Studio M3 Ultra (512GB) run GLM-4.5 Air (MoE)?

GLM · MIT · estimated for a 512.0 GB machine at 4K context.

Yes — it runs great.

Best fit: GLM-4.5 Air (MoE) at FP16 · 221.0 GB · 20–30 tok/s on a Mac Studio M3 Ultra (512GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K45.3 GB62–93 tok/sRuns great
Q3_K_M57.2 GB54–81 tok/sRuns great
Q4_K_M73.0 GB46–69 tok/sRuns great
Q5_K_M83.5 GB42–63 tok/sRuns great
Q6_K99.0 GB37–56 tok/sRuns great
Q8_0117.5 GB33–49 tok/sRuns great
FP16221.0 GB20–30 tok/sRuns great

Ran GLM-4.5 Air (MoE) on a Mac Studio M3 Ultra (512GB)? Add your real numbers →