// RUN โ€” FITS

Can the Intel Arc B580 12GB run Minitron 8B?

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

Minitron 8B on the Intel Arc B580 12GB

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 9k 31.9-39.6 t/s ~2.8-3.5 (slow)
Q4 yes 37k 56.9-70.6 t/s ~5-6.2 (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 B580 12GB run Minitron 8B?โ–ถ

Yes. At Q4 it generates ~56.9-70.6 tok/s and fits up to 37k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~5-6.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 37k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.