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# ComfyUI-ZImageDit
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<img width="1024" height="1024" alt="ComfyUI-zimage-diffusers-wrapper_00002_" src="https://github.com/user-attachments/assets/eac45a4d-ad75-4a0f-9de7-b6bcf51f2292" />
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<img width="1024" height="1024" alt="ComfyUI-zimage-diffusers-wrapper_00002_" src="https://github.com/user-attachments/assets/eac45a4d-ad75-4a0f-9de7-b6bcf51f2292" />
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<img width="2139" height="1075" alt="image" src="https://github.com/user-attachments/assets/bac94951-c82c-46f4-ab14-089875693072" />
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## What is this ?
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- an Alpha repo: unofficial **diffusers** integration of the official **SDNQ pipeline** to run in ComfyUI ...because i wanted to compare quality and be even more vram savy
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- an Alpha repo: unofficial **diffusers** integration of the official **SDNQ pipeline** to run in ComfyUI
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- ...because I wanted to compare quality and be even more vram savy via SDNQ which is not officially supported and experiments with parameters
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## What can I do with this ?
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Check these example LLM "Clones" , credits to the original authors (Civitai) for variety of generes, styles, media.
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<img width="559" height="558" alt="image" src="https://github.com/user-attachments/assets/a523c061-0dab-4cf5-85a4-a527e30fe1e7" />
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<img width="562" height="558" alt="image" src="https://github.com/user-attachments/assets/b79131d2-7794-40d1-b7b4-2f59293fb21f" />
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## Notes:
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- **use only sdnq nodes**
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- **installation**
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you might have to install some pip packages manually, nothing too difficult
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there are other nodes but they are experimental, ignore them (you might need quanto though)
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at the hart you need: accelerate, the latest diffusers from source to support z-image pipeline
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- **install_sdnq.bat** might help on windows because it looks like their toml file has an issue with license (open inside the bat and change paths)
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- for **flash attention** find a whl, I did not bother yet as it's ok-ish speedwise, if you need you can try these places:
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- seems to be **the best place to find them**:
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- **if startup fails** check requirements for what is needed (quanto is not needed for these nodes, but for the other broken ones)
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- **weights** are downloaded by diffusers on first run for sdnq nodes, in you huggingface default cache folder unless you change it
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- **some option dont work** or i did not finish porting, test.
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- there are **other** files in the other folders but they are experimental, ignore them (you might need quanto even or other installs)
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- internally sampling happens with flowmatching euler
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- only tested on windows (but linux should be even easier)
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- Platform: Windows
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- Python version: 3.12.10 (tags/v3.12.10:0cc8128, Apr 8 2025, 12:21:36) [MSC v.1943 64 bit (AMD64)]
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- if you are on linux... you are smart enought to know what to do
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Enjoy!
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**Enjoy!**
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Enrico aka ErosDiffusion
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ps.: you might have issues installing, but I have no time to support :D
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