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* throw warning when more than one lora is attempted to be fused. * introduce support of lora scale during fusion. * change test name * changes * change to _lora_scale * lora_scale to call whenever applicable. * debugging * lora_scale additional. * cross_attention_kwargs * lora_scale -> scale. * lora_scale fix * lora_scale in patched projection. * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * styling. * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * remove unneeded prints. * remove unneeded prints. * assign cross_attention_kwargs. * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * debugging * clean up. * refactor scale retrieval logic a bit. * fix nonetypw * fix: tests * add more tests * more fixes. * figure out a way to pass lora_scale. * Apply suggestions from code review Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> * unify the retrieval logic of lora_scale. * move adjust_lora_scale_text_encoder to lora.py. * introduce dynamic adjustment lora scale support to sd * fix up copies * Empty-Commit * add: test to check fusion equivalence on different scales. * handle lora fusion warning. * make lora smaller * make lora smaller * make lora smaller --------- Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>