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7081a256 - [Examples] Multiple enhancements to the ControlNet training scripts (#7096)

[Examples] Multiple enhancements to the ControlNet training scripts (#7096) * log_validation unification for controlnet. * additional fixes. * remove print. * better reuse and loading * make final inference run conditional. * Update examples/controlnet/README_sdxl.md Co-authored-by: Pedro Cuenca <pedro@huggingface.co> * resize the control image in the snippet. --------- Co-authored-by: Pedro Cuenca <pedro@huggingface.co>