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* add: controlnet sdxl. * modifications to controlnet. * run styling. * add: __init__.pys * incorporate https://github.com/huggingface/diffusers/pull/4019 changes. * run make fix-copies. * resize the conditioning images. * remove autocast. * run styling. * disable autocast. * debugging * device placement. * back to autocast. * remove comment. * save some memory by reusing the vae and unet in the pipeline. * apply styling. * Allow low precision sd xl * finish * finish * changes to accommodate the improved VAE. * modifications to how we handle vae encoding in the training. * make style * make existing controlnet fast tests pass. * change vae checkpoint cli arg. * fix: vae pretrained paths. * fix: steps in get_scheduler(). * debugging. * debugging./ * fix: weight conversion. * add: docs. * add: limited tests./ * add: datasets to the requirements. * update docstrings and incorporate the usage of watermarking. * incorporate fix from #4083 * fix watermarking dependency handling. * run make-fix-copies. * Empty-Commit * Update requirements_sdxl.txt * remove vae upcasting part. * Apply suggestions from code review Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> * run make style * run make fix-copies. * disable suppot for multicontrolnet. * Apply suggestions from code review Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> * run make fix-copies. * dtyle/. * fix-copies. --------- Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>