// RUN โ€” FITS

Can the Apple M2 Max 32GB run TAPE Transformer?

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

TAPE Transformer on the Apple M2 Max 32GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 415k 3578.9-4315.8 t/s ~89.5-107.9 (slow)
Q8 yes 416k 7157.9-8631.6 t/s ~178.9-215.8 (slow)
Q4 yes 416k 12782-15413.5 t/s ~319.5-385.3 (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 TAPE Transformer?โ–ถ

Yes. At Q4 it generates ~12782-15413.5 tok/s and fits up to 416k context; beyond that it spills to SSD swap and slows to ~319.5-385.3 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.