// RUN โ€” FITS

Can the NVIDIA DGX Spark run SPIDER2?

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

SPIDER2 on the NVIDIA DGX Spark

QuantFits?Max contextSpeedBeyond context
FP16 yes 1735k 243311.9-289974.5 t/s ~8912.5-10621.8 (slow)
Q8 yes 1735k 486623.9-579949 t/s ~17825.1-21243.6 (slow)
Q4 yes 1735k 868971.2-1035623.2 t/s ~31830.4-37934.9 (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 SPIDER2?โ–ถ

Yes. At Q4 it generates ~868971.2-1035623.2 tok/s and fits up to 1735k context; beyond that it spills to SSD swap and slows to ~31830.4-37934.9 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.