// RUN โ€” FITS

Can the Apple M4 Max 64GB run InstructBLIP?

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

InstructBLIP on the Apple M4 Max 64GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 184k 14.3-17.2 t/s ~0.3-0.3 (slow)
Q8 yes 263k 28.6-34.4 t/s ~0.5-0.6 (slow)
Q4 yes 298k 51-61.5 t/s ~0.9-1.1 (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 64GB run InstructBLIP?โ–ถ

Yes. At Q4 it generates ~51-61.5 tok/s and fits up to 298k context; beyond that it spills to SSD swap and slows to ~0.9-1.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 298k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.