huggingface/diffusers

[Looking for community contribution] support DiffSynth Controlnet in diffusers

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#12,221 创建于 2025年8月22日

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 (8 评论) (1 反应) (0 负责人)Python (22,190 star) (4,562 fork)batch import
Good second issuecontributions-welcomehelp wanted

描述

Model/Pipeline/Scheduler description

Hi! We want to add first party support for DiffSynth controlnet in diffusers, and we are looking for some help from the community!

Let me know if you're interested!

Open source status

  • The model implementation is available.
  • The model weights are available (Only relevant if addition is not a scheduler).

Provide useful links for the implementation

https://huggingface.co/SahilCarterr/Qwen-Image-Blockwise-ControlNet-Canny https://huggingface.co/SahilCarterr/Qwen-Image-Blockwise-ControlNet-Depth

贡献者指南

技术栈
pythonpytorch
领域
machine learning
议题类型
feature
难度面向新贡献者的预计实现难度，1 表示很小改动，5 表示专家级工作。
4
预计时间有经验贡献者完成调查、实现、测试并准备 pull request 的粗略时间范围。
3-5 days
活动状态议题当前的可参与程度：新鲜、活跃、陈旧、阻塞或等待维护者输入。
active
清晰度议题是否清楚说明期望改动、验收标准和下一步。
clear
前置要求
PyTorch experiencediffusers API knowledgeunderstanding of ControlNet
新手友好度1-100 的估计分数，表示该议题对首次贡献者的友好程度。
25
研究方向
Start by examining existing ControlNet pipelines in diffusers (e.g., StableDiffusionControlNetPipeline) to understand the pipeline structure and how to register new models. The provided HuggingFace model cards contain example usage and model architecture details. Implement a new pipeline class that wraps the DiffSynth controlnet, ensuring compatibility with diffusers' loading and inference APIs. Issue comments may contain additional guidance from maintainers; review the discussion thread for any specific requirements.