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trying to generate images at a higher resolution than what a model is trained on causes issues like duplicate objects.
you can get by this by generating an image at a lower resolution, then running it through img2img to get a higher resolution without issues.
auto1111 might only partially generate an image before upscaling, but i'm not sure.
AUTOMATIC1111/stable-diffusion-webui@6d7ca54
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