// RUN โ€” FITS

Can the Apple M2 Max 32GB run Unicorn?

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

Unicorn on the Apple M2 Max 32GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 32k 12.4-14.9 t/s ~0.3-0.4 (slow)
Q8 yes 99k 24.7-29.8 t/s ~0.6-0.7 (slow)
Q4 yes 129k 44.2-53.2 t/s ~1.1-1.3 (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 Unicorn?โ–ถ

Yes. At Q4 it generates ~44.2-53.2 tok/s and fits up to 129k context; beyond that it spills to SSD swap and slows to ~1.1-1.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 129k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.