// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5090 run Grounding Dino L?

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

Grounding Dino L on the NVIDIA GeForce RTX 5090

QuantFits?Max contextSpeedBeyond context
FP16 yes 416k 1918.1-2286 t/s ~42.8-51 (slow)
Q8 yes 421k 3836.2-4572 t/s ~85.6-102.1 (slow)
Q4 yes 423k 6850.4-8164.2 t/s ~152.9-182.2 (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 5090 run Grounding Dino L?โ–ถ

Yes. At Q4 it generates ~6850.4-8164.2 tok/s and fits up to 423k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~152.9-182.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 423k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.