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// RUN — FITS
Can the Apple M2 Ultra 192GB run MSA Transformer?
Yes — here's how fast and up to what context, with real measured numbers.
MSA Transformer on the Apple M2 Ultra 192GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 2611k | 2720-3280 t/s | ~34-41 (slow) |
| Q8 | yes | 2612k | 5440-6560 t/s | ~68-82 (slow) |
| Q4 | yes | 2613k | 9714.3-11714.3 t/s | ~121.4-146.4 (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 MSA Transformer?▶
Yes. At Q4 it generates ~9714.3-11714.3 tok/s and fits up to 2613k context; beyond that it spills to SSD swap and slows to ~121.4-146.4 tok/s.
How much context fits?▶
At Q4, up to about 2613k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.