// RUN โ€” FITS

Can the Intel Arc Pro B50 run ImageBind?

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

ImageBind on the Intel Arc Pro B50

QuantFits?Max contextSpeedBeyond context
FP16 yes 173k 69.7-86.5 t/s ~12.4-15.5 (slow)
Q8 yes 188k 139.4-173 t/s ~24.9-30.9 (slow)
Q4 yes 194k 248.9-309 t/s ~44.5-55.2 (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 Pro B50 run ImageBind?โ–ถ

Yes. At Q4 it generates ~248.9-309 tok/s and fits up to 194k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~44.5-55.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 194k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.