// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5080 run Qwen-VLA?

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

Qwen-VLA on the NVIDIA GeForce RTX 5080

QuantFits?Max contextSpeedBeyond context
FP16 yes 22k 68-81.1 t/s ~2.8-3.4 (slow)
Q8 yes 62k 136.1-162.2 t/s ~5.7-6.8 (slow)
Q4 yes 79k 243-289.6 t/s ~10.1-12.1 (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 Qwen-VLA?โ–ถ

Yes. At Q4 it generates ~243-289.6 tok/s and fits up to 79k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~10.1-12.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 79k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.