// RUN โ€” FITS

Can the NVIDIA DGX Spark run Grover-Mega?

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

Grover-Mega on the NVIDIA DGX Spark

QuantFits?Max contextSpeedBeyond context
FP16 yes 1689k 66.4-79.2 t/s ~2.4-2.9 (slow)
Q8 yes 1712k 132.9-158.3 t/s ~4.9-5.8 (slow)
Q4 yes 1722k 237.3-282.8 t/s ~8.7-10.4 (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 Grover-Mega?โ–ถ

Yes. At Q4 it generates ~237.3-282.8 tok/s and fits up to 1722k context; beyond that it spills to SSD swap and slows to ~8.7-10.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1722k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.