// RUN โ€” FITS

Can the Apple M2 Ultra 192GB run Gemma 3n?

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

Gemma 3n on the Apple M2 Ultra 192GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 1187k 34.6-41.8 t/s ~0.4-0.5 (slow)
Q8 yes 1247k 69.3-83.6 t/s ~0.9-1 (slow)
Q4 yes 1273k 123.7-149.2 t/s ~1.5-1.9 (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 192GB run Gemma 3n?โ–ถ

Yes. At Q4 it generates ~123.7-149.2 tok/s and fits up to 1273k context; beyond that it spills to SSD swap and slows to ~1.5-1.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1273k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.