// RUN โ€” FITS

Can the NVIDIA DGX Spark run Mistral NeMo?

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

Mistral NeMo on the NVIDIA DGX Spark

QuantFits?Max contextSpeedBeyond context
FP16 yes 547k 8.3-9.9 t/s ~0.3-0.4 (slow)
Q8 yes 621k 16.6-19.8 t/s ~0.6-0.7 (slow)
Q4 yes 653k 29.7-35.3 t/s ~1.1-1.3 (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 Mistral NeMo?โ–ถ

Yes. At Q4 it generates ~29.7-35.3 tok/s and fits up to 653k context; beyond that it spills to SSD swap and slows to ~1.1-1.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 653k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.