// RUN โ€” FITS

Can the Apple M4 Max 128GB run Qwen-VLA?

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

Qwen-VLA on the Apple M4 Max 128GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 789k 36-43.5 t/s ~0.7-0.8 (slow)
Q8 yes 828k 72.1-86.9 t/s ~1.3-1.6 (slow)
Q4 yes 845k 128.7-155.2 t/s ~2.4-2.8 (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 Qwen-VLA?โ–ถ

Yes. At Q4 it generates ~128.7-155.2 tok/s and fits up to 845k context; beyond that it spills to SSD swap and slows to ~2.4-2.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 845k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.