// RUN โ€” FITS

Can the Apple M2 Ultra 192GB run Jais-30b (phase 1)?

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

Jais-30b (phase 1) on the Apple M2 Ultra 192GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 425k 9.1-10.9 t/s ~0.1-0.1 (slow)
Q8 yes 539k 18.1-21.9 t/s ~0.2-0.3 (slow)
Q4 yes 589k 32.4-39 t/s ~0.4-0.5 (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 Jais-30b (phase 1)?โ–ถ

Yes. At Q4 it generates ~32.4-39 tok/s and fits up to 589k context; beyond that it spills to SSD swap and slows to ~0.4-0.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 589k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.