// RUN โ€” FITS

Can the FuriosaAI RNGD 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 FuriosaAI RNGD

QuantFits?Max contextSpeedBeyond context
FP16 yes 107k 38.9-47.2 t/s ~1-1.3 (slow)
Q8 yes 184k 77.8-94.5 t/s ~2.1-2.5 (slow)
Q4 yes 218k 138.8-168.7 t/s ~3.7-4.5 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.

FAQ

Can the FuriosaAI RNGD run OmniFusion-7B (InternViT-6B-448px V1-2)?โ–ถ

Yes. At Q4 it generates ~138.8-168.7 tok/s and fits up to 218k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.7-4.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 218k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.