CIVITAI / Workflows

Z-Image × ControlNet 2.1 second-order Refiner enhancement technique: LoRA character replacement

This workflow is an updated local inpainting process for the Z-Image model, designed to improve character consistency in extreme scenarios, such as when a face is very small in the frame. It employs a two-pass, high-and-low noise rendering technique. The first pass uses a LoRA with low weight to establish the basic character features, while the second pass applies the LoRA at full strength to accurately restore the face and details. The workflow also uses ControlNet with a pose model like SD-Pose for better structural guidance. Separate prompts can be used for each pass: the first to blend the inpainted area with the scene, and the second to focus on character-specific details using LoRA trigger words. This method offers more precise control over local edits than simpler models, ensuring better integration and higher fidelity. 🎥 YouTube Video Tutorial Want to know what this workflow actually does and how to start fast? This video explains what the tool is, how to launch the workflow instantly, and shares my core design logic — no local setup, no complicated environment. Everything starts directly on RunningHub, so you can experience it in action first. 👉 YouTube Tutorial: https://youtu.be/A4Vc5wAxNCg Before you begin, I recommend watching the video thoroughly — getting the full context helps you understand the tool faster and avoid common detours. ⚙️ RunningHub Workflow Try the workflow online right now — no installation required. 👉 Workflow: https://www.runninghub.ai/post/2002219399727726593/?inviteCode=rh-v1111 If the results meet your expectations, you can later deploy it locally for customization. 🎁 Fan Benefits: Register to get 1000 points + daily login 100 points — enjoy 4090 performance and 48 GB super power! 📺 Bilibili Updates (Mainland China & Asia-Pacific) If you’re in the Asia-Pacific region, you can watch the video below to see the workflow demonstration and creative breakdown. 📺 Bilibili Video: https://www.bilibili.com/video/BV11KqzBGEuh/ ☕ Support Me on Ko-fi If you find my content helpful and want to support future creations, you can buy me a coffee ☕. Every bit of support helps me keep creating — just like a spark that can ignite a blazing flame. 👉 Ko-fi: https://ko-fi.com/aiksk 💼 Business Contact: For collaboration or inquiries, please contact aiksk95 on WeChat. 🎥 YouTube 视频教程 想了解这个工作流到底是怎样的工具，以及如何快速启动？视频主要介绍工具定位、快速启动方法和我的