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dengdong 3f509b6f09 feat: support z-image-turbo (#713)
* [feat] add nodes for z-image

* updates for fp4 state dict loading

* unit test case for z-image-turbo text-to-image workflow

* update documentation templates for z-image

* minor fix: remove some warnings and invalid attribute access during model loading

* drop down res4lyf test case

* style: make linter happy

* modify test case metrics

* add notes for maintenance

* add github url in notes

* simplify the notes
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