// RUN โ€” FITS

Can the Apple M1 Max 32GB run HyenaDNA?

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

HyenaDNA on the Apple M1 Max 32GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 416k 20606.1-24848.5 t/s ~515.2-621.2 (slow)
Q8 yes 416k 41212.1-49697 t/s ~1030.3-1242.4 (slow)
Q4 yes 417k 73593.1-88744.6 t/s ~1839.8-2218.6 (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 M1 Max 32GB run HyenaDNA?โ–ถ

Yes. At Q4 it generates ~73593.1-88744.6 tok/s and fits up to 417k context; beyond that it spills to SSD swap and slows to ~1839.8-2218.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 417k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.