// RUN โ€” FITS

Can the Apple M4 Max 64GB 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 64GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 301k 22.4-27 t/s ~0.4-0.5 (slow)
Q8 yes 365k 44.7-53.9 t/s ~0.8-1 (slow)
Q4 yes 393k 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 64GB run Minitron 8B?โ–ถ

Yes. At Q4 it generates ~79.9-96.3 tok/s and fits up to 393k 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 393k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.