// RUN โ€” FITS

Can the NVIDIA DGX Spark run OmniFusion-7B (InternViT-6B-448px V1-2)?

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

OmniFusion-7B (InternViT-6B-448px V1-2) on the NVIDIA DGX Spark

QuantFits?Max contextSpeedBeyond context
FP16 yes 541k 7.9-9.5 t/s ~0.3-0.3 (slow)
Q8 yes 617k 15.9-18.9 t/s ~0.6-0.7 (slow)
Q4 yes 651k 28.4-33.8 t/s ~1-1.2 (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 OmniFusion-7B (InternViT-6B-448px V1-2)?โ–ถ

Yes. At Q4 it generates ~28.4-33.8 tok/s and fits up to 651k context; beyond that it spills to SSD swap and slows to ~1-1.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 651k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.