// RUN โ€” FITS

Can the Apple M3 Max 48GB run Tri-21B?

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

Tri-21B on the Apple M3 Max 48GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 915 6.6-7.9 t/s ~0.2-0.2 (slow)
Q8 yes 80k 13.1-15.8 t/s ~0.3-0.4 (slow)
Q4 yes 115k 23.4-28.3 t/s ~0.6-0.7 (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 M3 Max 48GB run Tri-21B?โ–ถ

Yes. At Q4 it generates ~23.4-28.3 tok/s and fits up to 115k context; beyond that it spills to SSD swap and slows to ~0.6-0.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 115k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.