// RUN โ€” FITS

Can the Apple M2 Max 32GB run gte-modernbert?

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

gte-modernbert on the Apple M2 Max 32GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 412k 912.8-1100.7 t/s ~22.8-27.5 (slow)
Q8 yes 414k 1825.5-2201.3 t/s ~45.6-55 (slow)
Q4 yes 415k 3259.8-3931 t/s ~81.5-98.3 (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 gte-modernbert?โ–ถ

Yes. At Q4 it generates ~3259.8-3931 tok/s and fits up to 415k context; beyond that it spills to SSD swap and slows to ~81.5-98.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 415k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.