// RUN โ€” FITS

Can the Apple M1 Max 32GB run Velvet 2B?

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

Velvet 2B on the Apple M1 Max 32GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 356k 68-82 t/s ~1.7-2.1 (slow)
Q8 yes 386k 136-164 t/s ~3.4-4.1 (slow)
Q4 yes 399k 242.9-292.9 t/s ~6.1-7.3 (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 M1 Max 32GB run Velvet 2B?โ–ถ

Yes. At Q4 it generates ~242.9-292.9 tok/s and fits up to 399k context; beyond that it spills to SSD swap and slows to ~6.1-7.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 399k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.