// RUN โ€” FITS

Can the Apple M4 Max 36GB run HyenaDNA?

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

HyenaDNA on the Apple M4 Max 36GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 471k 28127.3-33918.2 t/s ~515.2-621.2 (slow)
Q8 yes 471k 56254.5-67836.4 t/s ~1030.3-1242.4 (slow)
Q4 yes 471k 100454.5-121136.4 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 M4 Max 36GB run HyenaDNA?โ–ถ

Yes. At Q4 it generates ~100454.5-121136.4 tok/s and fits up to 471k 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 471k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.