// RUN โ€” FITS

Can the Apple M2 Max 32GB run TrellisNet-MoS (1.4x larger) PTB?

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

TrellisNet-MoS (1.4x larger) PTB on the Apple M2 Max 32GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 416k 4000-4823.5 t/s ~100-120.6 (slow)
Q8 yes 416k 8000-9647.1 t/s ~200-241.2 (slow)
Q4 yes 416k 14285.7-17226.9 t/s ~357.1-430.7 (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 M2 Max 32GB run TrellisNet-MoS (1.4x larger) PTB?โ–ถ

Yes. At Q4 it generates ~14285.7-17226.9 tok/s and fits up to 416k context; beyond that it spills to SSD swap and slows to ~357.1-430.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 416k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.