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Can the Apple M1 Ultra 64GB run Ministral 8B?
Yes โ here's how fast and up to what context, with real measured numbers.
Ministral 8B on the Apple M1 Ultra 64GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 306k | 34-41 t/s | ~0.4-0.5 (slow) |
| Q8 | yes | 367k | 68-82 t/s | ~0.9-1 (slow) |
| Q4 | yes | 394k | 121.4-146.4 t/s | ~1.5-1.8 (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 64GB run Ministral 8B?โถ
Yes. At Q4 it generates ~121.4-146.4 tok/s and fits up to 394k context; beyond that it spills to SSD swap and slows to ~1.5-1.8 tok/s.
How much context fits?โถ
At Q4, up to about 394k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.