// RUN โ€” FITS

Can the Apple M1 Max 32GB run CamemBERT?

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

CamemBERT on the Apple M1 Max 32GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 406k 406-489.6 t/s ~10.1-12.2 (slow)
Q8 yes 411k 811.9-979.1 t/s ~20.3-24.5 (slow)
Q4 yes 414k 1449.9-1748.4 t/s ~36.2-43.7 (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 M1 Max 32GB run CamemBERT?โ–ถ

Yes. At Q4 it generates ~1449.9-1748.4 tok/s and fits up to 414k context; beyond that it spills to SSD swap and slows to ~36.2-43.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 414k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.