// RUN โ€” FITS

Can the Apple M4 Max 128GB run Gemma 7B?

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

Gemma 7B on the Apple M4 Max 128GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 737k 21.7-26.2 t/s ~0.4-0.5 (slow)
Q8 yes 802k 43.5-52.4 t/s ~0.8-1 (slow)
Q4 yes 831k 77.7-93.6 t/s ~1.4-1.7 (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 128GB run Gemma 7B?โ–ถ

Yes. At Q4 it generates ~77.7-93.6 tok/s and fits up to 831k context; beyond that it spills to SSD swap and slows to ~1.4-1.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 831k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.