// RUN โ€” FITS

Can the NVIDIA L40S 48GB 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 L40S 48GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 107k 25.1-30 t/s ~1.2-1.4 (slow)
Q8 yes 184k 50.3-59.9 t/s ~2.3-2.8 (slow)
Q4 yes 218k 89.8-107 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 L40S 48GB run OmniFusion-7B (InternViT-6B-448px V1-2)?โ–ถ

Yes. At Q4 it generates ~89.8-107 tok/s and fits up to 218k 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 218k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.