// RUN โ€” FITS

Can the Apple M2 Max 32GB run Qwen2.5 Instruct (32B)?

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

Qwen2.5 Instruct (32B) on the Apple M2 Max 32GB

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 35k 14.9-18 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 M2 Max 32GB run Qwen2.5 Instruct (32B)?โ–ถ

Yes. At Q4 it generates ~14.9-18 tok/s and fits up to 35k 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 35k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.