* [feat] add nodes for z-image * updates for fp4 state dict loading * support lora * remove unused lora loader * add doc string & move NunchakuModelPatcher to common.py (avoid package confict) * test case for z-image-turbo lora * refine test cases * downgrade logging * modify test case metrics * create example workflow and documentation for z-image-turbo txt-2-img with LoRAs * create example workflow and documentation for running nunchaku z-image-turbo with official controlnet * fix file name * fix file path * update
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