// RUN โ€” FITS

Can the NVIDIA DGX Spark run MoEFold2D?

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

MoEFold2D on the NVIDIA DGX Spark

QuantFits?Max contextSpeedBeyond context
FP16 yes 1735k 103796.9-123703.1 t/s ~3802.1-4531.3 (slow)
Q8 yes 1735k 207593.8-247406.3 t/s ~7604.2-9062.5 (slow)
Q4 yes 1735k 370703.1-441796.9 t/s ~13578.9-16183 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.

FAQ

Can the NVIDIA DGX Spark run MoEFold2D?โ–ถ

Yes. At Q4 it generates ~370703.1-441796.9 tok/s and fits up to 1735k context; beyond that it spills to SSD swap and slows to ~13578.9-16183 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1735k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.