// RUN โ€” FITS

Can the Apple M4 Max 64GB run Kosmos-2?

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

Kosmos-2 on the Apple M4 Max 64GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 807k 116-139.9 t/s ~2.1-2.6 (slow)
Q8 yes 832k 232.1-279.8 t/s ~4.3-5.1 (slow)
Q4 yes 842k 414.4-499.7 t/s ~7.6-9.2 (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 Kosmos-2?โ–ถ

Yes. At Q4 it generates ~414.4-499.7 tok/s and fits up to 842k context; beyond that it spills to SSD swap and slows to ~7.6-9.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 842k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.