// RUN โ€” FITS

Can the Apple M4 Max 128GB run Qwen1.5-32B?

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

Qwen1.5-32B on the Apple M4 Max 128GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 190k 5.8-7 t/s ~0.1-0.1 (slow)
Q8 yes 312k 11.6-14 t/s ~0.2-0.3 (slow)
Q4 yes 365k 20.7-25 t/s ~0.4-0.5 (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 M4 Max 128GB run Qwen1.5-32B?โ–ถ

Yes. At Q4 it generates ~20.7-25 tok/s and fits up to 365k context; beyond that it spills to SSD swap and slows to ~0.4-0.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 365k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.