// RUN โ€” FITS

Can the Intel Arc A770 16GB run HyenaDNA?

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

HyenaDNA on the Intel Arc A770 16GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 202k 24606.1-30545.5 t/s ~1757.6-2181.8 (slow)
Q8 yes 202k 49212.1-61090.9 t/s ~3515.2-4363.6 (slow)
Q4 yes 202k 87878.8-109090.9 t/s ~6277.1-7792.2 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.

FAQ

Can the Intel Arc A770 16GB run HyenaDNA?โ–ถ

Yes. At Q4 it generates ~87878.8-109090.9 tok/s and fits up to 202k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~6277.1-7792.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 202k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.