// RUN โ€” FITS

Can the Apple M2 Ultra 192GB run Granite Vision 3.2 2B?

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

Granite Vision 3.2 2B on the Apple M2 Ultra 192GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 2523k 91.3-110.1 t/s ~1.1-1.4 (slow)
Q8 yes 2568k 182.6-220.1 t/s ~2.3-2.8 (slow)
Q4 yes 2588k 326-393.1 t/s ~4.1-4.9 (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 Granite Vision 3.2 2B?โ–ถ

Yes. At Q4 it generates ~326-393.1 tok/s and fits up to 2588k context; beyond that it spills to SSD swap and slows to ~4.1-4.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 2588k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.