// RUN โ€” FITS

Can the NVIDIA DGX Spark run HyenaDNA?

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

HyenaDNA on the NVIDIA DGX Spark

QuantFits?Max contextSpeedBeyond context
FP16 yes 1735k 15097.7-17993.2 t/s ~553-659.1 (slow)
Q8 yes 1735k 30195.5-35986.4 t/s ~1106.1-1318.2 (slow)
Q4 yes 1735k 53920.5-64261.4 t/s ~1975.1-2353.9 (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 HyenaDNA?โ–ถ

Yes. At Q4 it generates ~53920.5-64261.4 tok/s and fits up to 1735k context; beyond that it spills to SSD swap and slows to ~1975.1-2353.9 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.