// RUN โ€” FITS

Can the Apple M3 Max 128GB run AraBERT LArge v2?

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

AraBERT LArge v2 on the Apple M3 Max 128GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 1724k 366.6-442 t/s ~9.2-11.1 (slow)
Q8 yes 1729k 733.2-884.1 t/s ~18.3-22.1 (slow)
Q4 yes 1732k 1309.2-1578.7 t/s ~32.7-39.5 (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 M3 Max 128GB run AraBERT LArge v2?โ–ถ

Yes. At Q4 it generates ~1309.2-1578.7 tok/s and fits up to 1732k context; beyond that it spills to SSD swap and slows to ~32.7-39.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1732k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.