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Can the Apple M1 Ultra 128GB run Mistral Medium 3.5?
Yes โ here's how fast and up to what context, with real measured numbers.
Mistral Medium 3.5 on the Apple M1 Ultra 128GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | no | โ | โ | โ |
| Q8 | no | โ | โ | โ |
| Q4 | yes | 128k | 7.6-9.2 t/s | ~0.1-0.1 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the Apple M1 Ultra 128GB run Mistral Medium 3.5?โถ
Yes. At Q4 it generates ~7.6-9.2 tok/s and fits up to 128k context; beyond that it spills to SSD swap and slows to ~0.1-0.1 tok/s.
How much context fits?โถ
At Q4, up to about 128k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.