// RUN โ€” FITS

Can the Apple M4 Max 36GB run Minitron 4B?

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

Minitron 4B on the Apple M4 Max 36GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 343k 44.2-53.3 t/s ~0.8-1 (slow)
Q8 yes 407k 88.4-106.6 t/s ~1.6-2 (slow)
Q4 yes 436k 157.9-190.4 t/s ~2.9-3.5 (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 36GB run Minitron 4B?โ–ถ

Yes. At Q4 it generates ~157.9-190.4 tok/s and fits up to 436k context; beyond that it spills to SSD swap and slows to ~2.9-3.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 436k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.