// RUN โ€” FITS

Can the Apple M2 Ultra 64GB run Janus 1.3B?

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

Janus 1.3B on the Apple M2 Ultra 64GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 816k 209.2-252.3 t/s ~2.6-3.2 (slow)
Q8 yes 836k 418.5-504.6 t/s ~5.2-6.3 (slow)
Q4 yes 845k 747.3-901.1 t/s ~9.3-11.3 (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 Ultra 64GB run Janus 1.3B?โ–ถ

Yes. At Q4 it generates ~747.3-901.1 tok/s and fits up to 845k context; beyond that it spills to SSD swap and slows to ~9.3-11.3 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.