// RUN โ€” FITS

Can the Apple M2 Ultra 192GB run BERT-RBP?

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

BERT-RBP on the Apple M2 Ultra 192GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 2610k 2472.7-2981.8 t/s ~30.9-37.3 (slow)
Q8 yes 2612k 4945.5-5963.6 t/s ~61.8-74.5 (slow)
Q4 yes 2613k 8831.2-10649.4 t/s ~110.4-133.1 (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 BERT-RBP?โ–ถ

Yes. At Q4 it generates ~8831.2-10649.4 tok/s and fits up to 2613k context; beyond that it spills to SSD swap and slows to ~110.4-133.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 2613k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.