// RUN โ€” FITS

Can the Apple M4 Max 128GB run Minitron 8B?

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

Minitron 8B on the Apple M4 Max 128GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 741k 22.4-27 t/s ~0.4-0.5 (slow)
Q8 yes 804k 44.7-53.9 t/s ~0.8-1 (slow)
Q4 yes 832k 79.9-96.3 t/s ~1.5-1.8 (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 Minitron 8B?โ–ถ

Yes. At Q4 it generates ~79.9-96.3 tok/s and fits up to 832k context; beyond that it spills to SSD swap and slows to ~1.5-1.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 832k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.