// RUN โ€” FITS

Can the NVIDIA DGX Spark run ADM?

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

ADM on the NVIDIA DGX Spark

QuantFits?Max contextSpeedBeyond context
FP16 yes 1718k 178.3-212.4 t/s ~6.5-7.8 (slow)
Q8 yes 1726k 356.5-424.9 t/s ~13.1-15.6 (slow)
Q4 yes 1730k 636.6-758.7 t/s ~23.3-27.8 (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 ADM?โ–ถ

Yes. At Q4 it generates ~636.6-758.7 tok/s and fits up to 1730k context; beyond that it spills to SSD swap and slows to ~23.3-27.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1730k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.