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Can the Apple M2 Ultra 192GB run Mistral Large 2.1?
Yes โ here's how fast and up to what context, with real measured numbers.
Mistral Large 2.1 on the Apple M2 Ultra 192GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | no | โ | โ | โ |
| Q8 | yes | 147k | 4.4-5.3 t/s | ~0.1-0.1 (slow) |
| Q4 | yes | 313k | 7.9-9.5 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 M2 Ultra 192GB run Mistral Large 2.1?โถ
Yes. At Q4 it generates ~7.9-9.5 tok/s and fits up to 313k 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 313k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.