// RUN โ€” FITS

Can the Intel Arc Pro B50 run MoEFold2D?

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

MoEFold2D on the Intel Arc Pro B50

QuantFits?Max contextSpeedBeyond context
FP16 yes 202k 67666.7-84000 t/s ~12083.3-15000 (slow)
Q8 yes 202k 135333.3-168000 t/s ~24166.7-30000 (slow)
Q4 yes 202k 241666.7-300000 t/s ~43154.8-53571.4 (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 MoEFold2D?โ–ถ

Yes. At Q4 it generates ~241666.7-300000 tok/s and fits up to 202k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~43154.8-53571.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 202k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.