🛠️ Purpose & Design Philosophy
This workflow is a high-fidelity environment built for Illustrious. It prioritizes stability and professional texture over generation speed. It follows an "all-in-one" philosophy: configure your prompts, hit queue, and let the workflow handle the multi-stage refinement from start to finish.
Not for Speed: This is a heavy-duty refinement tool. If you want 2-second previews, use a basic workflow.
Personal Use: Built for my specific production needs. It is shared as-is for those who want a "set-and-forget" pipeline for Illustrious. Adjust the settings and models to fit your needs. The defaults on v19+ will be what I used for the sample images.
All-in-One Logic: The workflow handles generation, detailing, and upscaling in one continuous pass.
If you're needing something with more features: Try checking out Silly All-in-one, Multiple Characters With Regional Loras which is on civitai. I have no plans to implement additional features.
⚠️ Disclaimer & Compatibility
Install at Your Own Risk: Custom nodes can break your environment. I am not responsible for troubleshooting your specific installation.
ComfyUI: Built and tested on the non-app version. Desktop app users may face additional hurdles.
The "Your Version" Factor: Your node versions and environment are 99.9% likely to differ from mine.
Nodes 2.0: I do not recommend using Nodes 2.0. It creates unpredictable UI behavior; I will not provide support for issues involving this feature.
🤝 Support & Boundaries
I have not and never will monetize my workflow. CivitAI is the only platform I am maintaining this workflow on. If you find a version of my workflow posted and/or monetized anywhere and use it, then whoever posted it is responsible for providing you any support. This is the main reason why I don't monetize this: I don't want to be or feel obligated to provide support.
No DMs: DMs are disabled due to repeat spam. Please check the Discussions tab below; most questions have already been answered.
Modifications: You are free to hack this workflow apart. However, you are responsible for fixing it if it breaks.
Custom Requests: I do not make private workflows. If you need a custom solution, post a Bounty on CivitAI. There are many talented creators ready to help you for a fee.
Description
Dynamic Thresholding
Adjusted the values so that they should work properly with "standard" samplers.
Changed a connection to the node. Now it should scale properly.
Images should be less saturated when using it now.
This has led to some nice improvements on image results (IMO).
Watermark Detection & Removal flow
Changed it so the groups can both be toggled off with one button
FAQ
Comments (2)
More testing:
Still playing with Dynamic Thresholding. I swear that when I Google more info on it, that I learn something new.
Made an adjustment to the watermark removal part of the flow by connecting it to the SAM loader from the detailer section. The result has been more accurate detections and removal. Though it's still not perfect. The thorn in my side has been the "patreon" looking watermarks.
FreeU_V2 has been kind of a mixed bag. It does change the output for sure, but not always for the better. I also read (via Google) that we should lower our CFG when using it. If using Dynamic Thresholding, I think this would also apply to lower the minimum value or the CFG "max value".
Going to drop SEG. I haven't seen any worthy gains from it. I could just be using it wrong too. (oh well)
Finished with getting the settings to where I like them. Will upload update soon.
Testing performed with everything enabled minus ControlNet on Euler/Normal.