// RUN โ€” FITS

Can the Apple M2 Max 32GB run MoEFold2D?

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

MoEFold2D on the Apple M2 Max 32GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 417k 141666.7-170833.3 t/s ~3541.7-4270.8 (slow)
Q8 yes 417k 283333.3-341666.7 t/s ~7083.3-8541.7 (slow)
Q4 yes 417k 505952.4-610119 t/s ~12648.8-15253 (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 MoEFold2D?โ–ถ

Yes. At Q4 it generates ~505952.4-610119 tok/s and fits up to 417k context; beyond that it spills to SSD swap and slows to ~12648.8-15253 tok/s.

How much context fits?โ–ถ

At Q4, up to about 417k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.