// RUN โ€” FITS

Can the Intel Arc B580 12GB run Hyena-2 153M?

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

Hyena-2 153M on the Intel Arc B580 12GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 141k 864.3-1072.9 t/s ~75.8-94.1 (slow)
Q8 yes 143k 1728.6-2145.9 t/s ~151.6-188.2 (slow)
Q4 yes 144k 3086.8-3831.9 t/s ~270.8-336.1 (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 B580 12GB run Hyena-2 153M?โ–ถ

Yes. At Q4 it generates ~3086.8-3831.9 tok/s and fits up to 144k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~270.8-336.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 144k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.