// RUN โ€” FITS

Can the Intel Arc Pro B60 run OPT-30B?

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

OPT-30B on the Intel Arc Pro B60

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 14k 15.7-19.5 t/s ~1.4-1.7 (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 Pro B60 run OPT-30B?โ–ถ

Yes. At Q4 it generates ~15.7-19.5 tok/s and fits up to 14k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.4-1.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 14k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.