// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5070 Ti 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 GeForce RTX 5070 Ti

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 4k 52.2-62.2 t/s ~2.3-2.8 (slow)
Q4 yes 38k 93.1-111 t/s ~4.2-5 (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 NVIDIA GeForce RTX 5070 Ti run OmniFusion-7B (InternViT-6B-448px V1-2)?โ–ถ

Yes. At Q4 it generates ~93.1-111 tok/s and fits up to 38k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~4.2-5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 38k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.