// RUN โ€” FITS

Can the Apple M3 Max 128GB run Aya Vision 32B?

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

Aya Vision 32B on the Apple M3 Max 128GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 181k 4.1-5 t/s ~0.1-0.1 (slow)
Q8 yes 307k 8.2-9.9 t/s ~0.2-0.2 (slow)
Q4 yes 363k 14.7-17.7 t/s ~0.4-0.4 (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 128GB run Aya Vision 32B?โ–ถ

Yes. At Q4 it generates ~14.7-17.7 tok/s and fits up to 363k context; beyond that it spills to SSD swap and slows to ~0.4-0.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 363k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.