// RUN โ€” FITS

Can the Apple M2 Max 32GB run Ovis2.5 9B?

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

Ovis2.5 9B on the Apple M2 Max 32GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 71k 15.1-18.2 t/s ~0.4-0.5 (slow)
Q8 yes 140k 30.2-36.4 t/s ~0.8-0.9 (slow)
Q4 yes 170k 54-65.1 t/s ~1.3-1.6 (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 Max 32GB run Ovis2.5 9B?โ–ถ

Yes. At Q4 it generates ~54-65.1 tok/s and fits up to 170k context; beyond that it spills to SSD swap and slows to ~1.3-1.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 170k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.