// RUN โ€” FITS

Can the Apple M2 Max 64GB run Velvet 25B?

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

Velvet 25B on the Apple M2 Max 64GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 23k 5.4-6.6 t/s ~0.1-0.2 (slow)
Q8 yes 119k 10.9-13.1 t/s ~0.3-0.3 (slow)
Q4 yes 161k 19.4-23.4 t/s ~0.5-0.6 (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 64GB run Velvet 25B?โ–ถ

Yes. At Q4 it generates ~19.4-23.4 tok/s and fits up to 161k context; beyond that it spills to SSD swap and slows to ~0.5-0.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 161k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.