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// RUN — FITS
Can the Apple M2 Ultra 192GB run ProGen2-base?
Yes — here's how fast and up to what context, with real measured numbers.
ProGen2-base on the Apple M2 Ultra 192GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 2591k | 356-429.3 t/s | ~4.5-5.4 (slow) |
| Q8 | yes | 2602k | 712-858.6 t/s | ~8.9-10.7 (slow) |
| Q4 | yes | 2607k | 1271.5-1533.3 t/s | ~15.9-19.2 (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 ProGen2-base?▶
Yes. At Q4 it generates ~1271.5-1533.3 tok/s and fits up to 2607k context; beyond that it spills to SSD swap and slows to ~15.9-19.2 tok/s.
How much context fits?▶
At Q4, up to about 2607k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.