Can GLM-4.5-Air run on Mac mini M5 Pro 32GB?
NO — Won’t fit
Q4_K_M · 4K context · formula estimate
What this means
The checked Q4_K_M build needs about 75GB, above this Mac's conservative 28.8GB working budget.
−46.2GB short
above the working budget
75GB
needed at Q4_K_M
Q4_K_M
quant selected
0GB
working headroom
needs 75 GBworking budget 28.8 GB · short 46.2 GB
Where the memory goes
| Component | Detail | GB |
|---|---|---|
| Model weights | Q4_K_M GGUF (63.6 GB) + mmap overhead | 66.8 |
| KV cache | 4K context window | 7.4 |
| Runtime | macOS inference app + compute buffers | 0.8 |
| Total needed | at Q4_K_M, 4K context | 75 |
| Working budget | 32 GB unified memory − conservative macOS reserve | 28.8 |
| Headroom | memory shortfall | −46.2 |
Pick your quant
| Quant | Download | Memory | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4_K_M ★ | 63.6 GB | 75 GB | — | ✕ Won't fit |
| Q8_0 | 113.6 GB | 127.5 GB | — | ✕ Won't fit |
Other models on this Mac
GLM-4.5-Air on other Mac mini M5 Pro configurations
FAQ
Can the Mac mini M5 Pro · 32GB run GLM-4.5-Air?
Not with the quants currently tracked. The selected Q4_K_M build needs about 75GB, above the 28.8GB working budget.
Which GLM-4.5-Air quant should I use on this Mac?
None of the tracked quants fit this configuration safely. Choose a smaller model or a Mac with more unified memory.
Which app should I use for GLM-4.5-Air on this Mac?
Start with LM Studio. This page gives the complete point-and-click walkthrough.
Are these speeds measured on a Mac mini M5 Pro?
No. The range is a formula estimate based on memory bandwidth, model size, active parameters, cooling, and a 4K context. The app, backend, thermals, and prompt can change real performance.