// RUN โ€” FITS

Can the Apple M2 Max 96GB 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 96GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 510k 15.1-18.2 t/s ~0.4-0.5 (slow)
Q8 yes 579k 30.2-36.4 t/s ~0.8-0.9 (slow)
Q4 yes 609k 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 96GB run Ovis2.5 9B?โ–ถ

Yes. At Q4 it generates ~54-65.1 tok/s and fits up to 609k 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 609k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.