// RUN โ€” FITS

Can the Apple M3 Max 36GB run Aquila2 34B?

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

Aquila2 34B on the Apple M3 Max 36GB

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 45k 10.7-12.9 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 36GB run Aquila2 34B?โ–ถ

Yes. At Q4 it generates ~10.7-12.9 tok/s and fits up to 45k 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 45k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.