// RUN โ€” FITS

Can the Apple M3 Max 36GB 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 M3 Max 36GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 98k 11.3-13.7 t/s ~0.4-0.5 (slow)
Q8 yes 167k 22.7-27.3 t/s ~0.8-0.9 (slow)
Q4 yes 197k 40.5-48.8 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 M3 Max 36GB run Ovis2.5 9B?โ–ถ

Yes. At Q4 it generates ~40.5-48.8 tok/s and fits up to 197k 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 197k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.