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// RUN — FITS
Can the Apple M2 Ultra 192GB run Marin 8B?
Yes — here's how fast and up to what context, with real measured numbers.
Marin 8B on the Apple M2 Ultra 192GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1185k | 34-41 t/s | ~0.4-0.5 (slow) |
| Q8 | yes | 1246k | 68-82 t/s | ~0.9-1 (slow) |
| Q4 | yes | 1273k | 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 M2 Ultra 192GB run Marin 8B?▶
Yes. At Q4 it generates ~121.4-146.4 tok/s and fits up to 1273k context; beyond that it spills to SSD swap and slows to ~1.5-1.8 tok/s.
How much context fits?▶
At Q4, up to about 1273k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.