// RUN โ€” FITS

Can the Intel Arc Pro B50 run Qwen-VL?

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

Qwen-VL on the Intel Arc Pro B50

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 28k 13.5-16.8 t/s ~2.4-3 (slow)
Q4 yes 60k 24.2-30 t/s ~4.3-5.4 (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 Qwen-VL?โ–ถ

Yes. At Q4 it generates ~24.2-30 tok/s and fits up to 60k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~4.3-5.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 60k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.