// RUN โ€” FITS

Can the Apple M2 Ultra 192GB run Tranception?

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

Tranception on the Apple M2 Ultra 192GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 2592k 388.6-468.6 t/s ~4.9-5.9 (slow)
Q8 yes 2603k 777.1-937.1 t/s ~9.7-11.7 (slow)
Q4 yes 2608k 1387.8-1673.5 t/s ~17.3-20.9 (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 Ultra 192GB run Tranception?โ–ถ

Yes. At Q4 it generates ~1387.8-1673.5 tok/s and fits up to 2608k context; beyond that it spills to SSD swap and slows to ~17.3-20.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 2608k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.