// RUN โ€” FITS

Can the Apple M2 Max 96GB run Ovis2.5 2B?

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

Ovis2.5 2B on the Apple M2 Max 96GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 1234k 68-82 t/s ~1.7-2.1 (slow)
Q8 yes 1265k 136-164 t/s ~3.4-4.1 (slow)
Q4 yes 1278k 242.9-292.9 t/s ~6.1-7.3 (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 2B?โ–ถ

Yes. At Q4 it generates ~242.9-292.9 tok/s and fits up to 1278k context; beyond that it spills to SSD swap and slows to ~6.1-7.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1278k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.