sd-dynamic-thresholding

Dynamic Thresholding (CFG Scale Fix) for Stable Diffusion (StableSwarmUI, ComfyUI, and Auto WebUI) (by mcmonkeyprojects)
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sd-dynamic-thresholding reviews and mentions

Posts with mentions or reviews of sd-dynamic-thresholding. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-11-23.
  • ZeroDiffusion -- a clean zero terminal SNR training 1.5 base model + experimental inpainting model
    2 projects | /r/StableDiffusion | 23 Nov 2023
    For outputs to look right, you will need some form of CFG rescale or dynamic thresholding in order to correct for overexposure (A1111 extensions are linked -- I am told that ComfyUI has nodes available for these functions). A good starting point for CFG rescale is 0.7, as recommended in the paper. I strongly suspect that CFG rescale is not an ideal solution and leaves a substantial training-inference gap, and when using zero terminal SNR models I find that Dynamic Thresholding can give better outputs that are closer to what I expect from the data without the brownout often caused by CFG rescale. A potential starting point for Dynamic Thresholding would be: Restart sampler, 15 CFG scale, Mimic CFG scale 15 7.5, Sawtooth on both scale schedulers, 6 for both minimum values, scheduler value 4, do not separate feature channels, ZERO, STD. You will likely have to experiment a lot with Dynamic Thresholding. (edit: small correction to DT settings)
  • Dynamic Thresholding for comfyui?
    2 projects | /r/comfyui | 14 Aug 2023
    Recently switched from A1111 and i love it so far, flexibility to orchestrate complex workflows automatically instead of manual operations is a life changer. Anyhow, one extension i like on A1111 was this one: https://github.com/mcmonkeyprojects/sd-dynamic-thresholding
  • How do I implement Dynamic Thresholding (CFG scale fix) in ComfyUI?
    2 projects | /r/comfyui | 26 Jul 2023
    In the Automatic1111 webui, there is a Dynamic Thresholding (CFG scale fix) extension that:
  • How to diffuse better faces?
    2 projects | /r/StableDiffusion | 7 Jul 2023
    Ive found using ADetailer (https://github.com/Bing-su/adetailer, using their reccomended advanced settings and face_yolov8n.pt) and Dynamic Thresholding (CFG set to 12 and Mimic to 7) has vastly improved my face renders. (https://github.com/mcmonkeyprojects/sd-dynamic-thresholding) GL!
  • Kohya UI settings as asked (style+character training)
    2 projects | /r/StableDiffusion | 5 Jul 2023
    The output LoRA works best with CFG at 4, because at 7 it gets that gasoline colors and contrast of overbaking, but I guess this is a tradeoff of that many steps in total (5200) since the earlier snapshots were not that good in style and with character details. You can use a workaround like the Dynamic Trescholding extention: https://github.com/mcmonkeyprojects/sd-dynamic-thresholding.git - helps a lot in many cases when you want a high CFG but the model/lora overbakes them (it mimics a lower CFG while keeping the high CFG details and prompt alignment).
  • Does anyone know how to create this type of hyper realistic pic?
    5 projects | /r/StableDiffusion | 19 Jun 2023
    Use sd-dynamic-thresholding extension (set CFG scale to 12 or more and mimic CFG scale to 7): https://github.com/mcmonkeyprojects/sd-dynamic-thresholding
  • ControlNet Reference-Only problems
    13 projects | /r/StableDiffusionInfo | 15 Jun 2023
  • What's your favorite small tweaks to make? I'll go first
    13 projects | /r/StableDiffusion | 3 Jun 2023
    Tweak this up or down for small changes. Too far and you’ll get a different image. Extensions like Dynamic Thresholding can let you go much higher without the overexposed look.
  • Blurred/Low quality/Low details images
    1 project | /r/StableDiffusion | 2 Jun 2023
    Turn CFG scale down or maybe use this extension, I've never used Dynamic Thresholding before but I think its what you want
  • Dynamic threshold & Offset noise - The answer to oversaturated images?
    1 project | /r/StableDiffusion | 17 May 2023
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20 days ago

mcmonkeyprojects/sd-dynamic-thresholding is an open source project licensed under MIT License which is an OSI approved license.

The primary programming language of sd-dynamic-thresholding is Python.

Popular Comparisons

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