// RUN โ€” FITS

Can the Intel Arc Pro B50 run ProGen2-base?

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

ProGen2-base on the Intel Arc Pro B50

QuantFits?Max contextSpeedBeyond context
FP16 yes 178k 85-105.5 t/s ~15.2-18.8 (slow)
Q8 yes 190k 170.1-211.1 t/s ~30.4-37.7 (slow)
Q4 yes 195k 303.7-377 t/s ~54.2-67.3 (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 B50 run ProGen2-base?โ–ถ

Yes. At Q4 it generates ~303.7-377 tok/s and fits up to 195k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~54.2-67.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 195k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.