// RUN โ€” FITS

Can the NVIDIA DGX Spark run AraELECTRA?

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

AraELECTRA on the NVIDIA DGX Spark

QuantFits?Max contextSpeedBeyond context
FP16 yes 1731k 732.7-873.2 t/s ~26.8-32 (slow)
Q8 yes 1733k 1465.4-1746.4 t/s ~53.7-64 (slow)
Q4 yes 1734k 2616.7-3118.6 t/s ~95.9-114.2 (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 AraELECTRA?โ–ถ

Yes. At Q4 it generates ~2616.7-3118.6 tok/s and fits up to 1734k context; beyond that it spills to SSD swap and slows to ~95.9-114.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1734k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.