// RUN โ€” FITS

Can the NVIDIA DGX Spark run Granite 3.2 2B?

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

Granite 3.2 2B on the NVIDIA DGX Spark

QuantFits?Max contextSpeedBeyond context
FP16 yes 1658k 39.4-46.9 t/s ~1.4-1.7 (slow)
Q8 yes 1696k 78.8-93.9 t/s ~2.9-3.4 (slow)
Q4 yes 1713k 140.7-167.6 t/s ~5.2-6.1 (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 Granite 3.2 2B?โ–ถ

Yes. At Q4 it generates ~140.7-167.6 tok/s and fits up to 1713k context; beyond that it spills to SSD swap and slows to ~5.2-6.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1713k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.