// RUN โ€” FITS

Can the Intel Arc B580 12GB run nekomata-14b?

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

nekomata-14b on the Intel Arc B580 12GB

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 10k 33.3-41.3 t/s ~2.9-3.6 (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 nekomata-14b?โ–ถ

Yes. At Q4 it generates ~33.3-41.3 tok/s and fits up to 10k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~2.9-3.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 10k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.