// RUN โ€” FITS

Can the Intel Arc Pro B50 run ADM?

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

ADM on the Intel Arc Pro B50

QuantFits?Max contextSpeedBeyond context
FP16 yes 185k 116.2-144.3 t/s ~20.8-25.8 (slow)
Q8 yes 193k 232.4-288.5 t/s ~41.5-51.5 (slow)
Q4 yes 197k 415-515.2 t/s ~74.1-92 (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 ADM?โ–ถ

Yes. At Q4 it generates ~415-515.2 tok/s and fits up to 197k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~74.1-92 tok/s.

How much context fits?โ–ถ

At Q4, up to about 197k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.