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// RUN — FITS
Can the Apple M2 Ultra 192GB run KoGPT?
Yes — here's how fast and up to what context, with real measured numbers.
KoGPT on the Apple M2 Ultra 192GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1213k | 44.1-53.2 t/s | ~0.6-0.7 (slow) |
| Q8 | yes | 1260k | 88.2-106.4 t/s | ~1.1-1.3 (slow) |
| Q4 | yes | 1281k | 157.5-190 t/s | ~2-2.4 (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 KoGPT?▶
Yes. At Q4 it generates ~157.5-190 tok/s and fits up to 1281k context; beyond that it spills to SSD swap and slows to ~2-2.4 tok/s.
How much context fits?▶
At Q4, up to about 1281k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.