// RUN โ€” FITS

Can the Intel Arc Pro B60 run mBART-50?

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

mBART-50 on the Intel Arc Pro B60

QuantFits?Max contextSpeedBeyond context
FP16 yes 295k 216.8-269.1 t/s ~19-23.6 (slow)
Q8 yes 305k 433.6-538.2 t/s ~38-47.2 (slow)
Q4 yes 309k 774.2-961.1 t/s ~67.9-84.3 (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 mBART-50?โ–ถ

Yes. At Q4 it generates ~774.2-961.1 tok/s and fits up to 309k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~67.9-84.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 309k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.