// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5080 run Ovis2.5 9B?

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

Ovis2.5 9B on the NVIDIA GeForce RTX 5080

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 32k 77.9-92.8 t/s ~3.2-3.9 (slow)
Q4 yes 62k 139-165.7 t/s ~5.8-6.9 (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 5080 run Ovis2.5 9B?โ–ถ

Yes. At Q4 it generates ~139-165.7 tok/s and fits up to 62k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~5.8-6.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 62k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.