// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 run Stable Diffusion XL (SDXL)?

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

Stable Diffusion XL (SDXL) on the NVIDIA GeForce RTX 2050

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 24k 24-28.7 t/s ~2.1-2.6 (slow)
Q4 yes 47k 42.9-51.2 t/s ~3.8-4.6 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.

FAQ

Can the NVIDIA GeForce RTX 2050 run Stable Diffusion XL (SDXL)?โ–ถ

Yes. At Q4 it generates ~42.9-51.2 tok/s and fits up to 47k context; beyond that it spills to SSD swap and slows to ~3.8-4.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 47k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.