// RUN โ€” FITS

Can the Intel Arc Pro B60 run BART-large?

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

BART-large on the Intel Arc Pro B60

QuantFits?Max contextSpeedBeyond context
FP16 yes 302k 325.5-404 t/s ~28.6-35.4 (slow)
Q8 yes 308k 651-808.1 t/s ~57.1-70.9 (slow)
Q4 yes 311k 1162.4-1443 t/s ~102-126.6 (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 Pro B60 run BART-large?โ–ถ

Yes. At Q4 it generates ~1162.4-1443 tok/s and fits up to 311k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~102-126.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 311k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.