Flux with Inpaiting and ControlNet currently yields bad result with the base model. To echo [this comment](https://github.com/huggingface/diffusers/pull/9571#issuecomment-2404857656), using de-distilled models could potentially help getting better outputs. Currently the Flux ControlNet pipelines do not support models like https://huggingface.co/nyanko7/flux-dev-de-distill