// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5070 run Lumina-Image-2.0?

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

Lumina-Image-2.0 on the NVIDIA GeForce RTX 5070

QuantFits?Max contextSpeedBeyond context
FP16 yes 66k 94.3-112.4 t/s ~5.6-6.7 (slow)
Q8 yes 106k 188.7-224.9 t/s ~11.2-13.4 (slow)
Q4 yes 123k 336.9-401.5 t/s ~20.1-23.9 (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 5070 run Lumina-Image-2.0?โ–ถ

Yes. At Q4 it generates ~336.9-401.5 tok/s and fits up to 123k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~20.1-23.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 123k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.