// RUN โ€” FITS

Can the Intel Arc Pro B70 run MoEFold2D?

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

MoEFold2D on the Intel Arc Pro B70

QuantFits?Max contextSpeedBeyond context
FP16 yes 426k 183666.7-228000 t/s ~12083.3-15000 (slow)
Q8 yes 426k 367333.3-456000 t/s ~24166.7-30000 (slow)
Q4 yes 426k 655952.4-814285.7 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 B70 run MoEFold2D?โ–ถ

Yes. At Q4 it generates ~655952.4-814285.7 tok/s and fits up to 426k 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 426k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.