// RUN โ€” FITS

Can the Apple M2 Ultra 192GB run GRITLM 7B?

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

GRITLM 7B on the Apple M2 Ultra 192GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 1196k 37.6-45.3 t/s ~0.5-0.6 (slow)
Q8 yes 1252k 75.1-90.6 t/s ~0.9-1.1 (slow)
Q4 yes 1276k 134.2-161.8 t/s ~1.7-2 (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 GRITLM 7B?โ–ถ

Yes. At Q4 it generates ~134.2-161.8 tok/s and fits up to 1276k context; beyond that it spills to SSD swap and slows to ~1.7-2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1276k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.