Can MiMo V2.6 Distill Qwen 9B run on MacBook Air M1 8GB?
NO — Won’t fit
Q8_0 · 4K context · formula estimate
What this means
The checked Q8_0 build needs about 11.4GB, above this Mac's conservative 5GB working budget.
−6.4GB short
above the working budget
11.4GB
needed at Q8_0
Q8_0
quant selected
0GB
working headroom
needs 11.4 GBworking budget 5 GB · short 6.4 GB
Where the memory goes
| Component | Detail | GB |
|---|---|---|
| Model weights | Q8_0 GGUF (9.5 GB) + mmap overhead | 10 |
| KV cache | 4K context window | 0.7 |
| Runtime | macOS inference app + compute buffers | 0.8 |
| Total needed | at Q8_0, 4K context | 11.4 |
| Working budget | 8 GB unified memory − conservative macOS reserve | 5 |
| Headroom | memory shortfall | −6.4 |
Pick your quant
| Quant | Download | Memory | Estimated speed | Verdict |
|---|---|---|---|---|
| Q8_0 ★ | 9.5 GB | 11.4 GB | — | ✕ Won't fit |
Other models on this Mac
MiMo V2.6 Distill Qwen 9B on other MacBook Air M1 configurations
FAQ
Can the MacBook Air M1 · 8GB run MiMo V2.6 Distill Qwen 9B?
Not with the quants currently tracked. The selected Q8_0 build needs about 11.4GB, above the 5GB working budget.
Which MiMo V2.6 Distill Qwen 9B 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 MiMo V2.6 Distill Qwen 9B on this Mac?
Start with LM Studio. This page gives the complete point-and-click walkthrough.
Are these speeds measured on a MacBook Air M1?
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.