// RUN โ€” FITS

Can the NVIDIA DGX Spark run NVIDIA Nemotron 3 Nano Omni?

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

NVIDIA Nemotron 3 Nano Omni on the NVIDIA DGX Spark

QuantFits?Max contextSpeedBeyond context
FP16 yes 193k 3.2-3.8 t/s ~0.1-0.1 (slow)
Q8 yes 313k 6.3-7.5 t/s ~0.2-0.3 (slow)
Q4 yes 366k 11.3-13.4 t/s ~0.4-0.5 (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 NVIDIA Nemotron 3 Nano Omni?โ–ถ

Yes. At Q4 it generates ~11.3-13.4 tok/s and fits up to 366k context; beyond that it spills to SSD swap and slows to ~0.4-0.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 366k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.