// RUN โ€” FITS

Can the Intel Arc B580 12GB run Playground v2.5?

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

Playground v2.5 on the Intel Arc B580 12GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 39k 37.8-46.9 t/s ~3.3-4.1 (slow)
Q8 yes 92k 75.6-93.8 t/s ~6.6-8.2 (slow)
Q4 yes 116k 134.9-167.5 t/s ~11.8-14.7 (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 Playground v2.5?โ–ถ

Yes. At Q4 it generates ~134.9-167.5 tok/s and fits up to 116k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~11.8-14.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 116k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.