// RUN โ€” FITS

Can the Apple M3 Max 128GB run data2vec (language)?

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

data2vec (language) on the Apple M3 Max 128GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 1713k 192.9-232.6 t/s ~4.8-5.8 (slow)
Q8 yes 1724k 385.7-465.2 t/s ~9.6-11.6 (slow)
Q4 yes 1729k 688.8-830.6 t/s ~17.2-20.8 (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 data2vec (language)?โ–ถ

Yes. At Q4 it generates ~688.8-830.6 tok/s and fits up to 1729k context; beyond that it spills to SSD swap and slows to ~17.2-20.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1729k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.