// RUN โ€” FITS

Can the Apple M2 Ultra 192GB run Stable Cascade?

Yes โ€” here's how fast and up to what context, with real measured numbers.

Stable Cascade on the Apple M2 Ultra 192GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 1229k 53.1-64.1 t/s ~0.7-0.8 (slow)
Q8 yes 1268k 106.3-128.1 t/s ~1.3-1.6 (slow)
Q4 yes 1285k 189.7-228.8 t/s ~2.4-2.9 (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 Stable Cascade?โ–ถ

Yes. At Q4 it generates ~189.7-228.8 tok/s and fits up to 1285k context; beyond that it spills to SSD swap and slows to ~2.4-2.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1285k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.