ComfyDeploy: How SDXL Prompt Styler (customized version by wolfden) works in ComfyUI?

What is SDXL Prompt Styler (customized version by wolfden)?

These custom nodes provide a variety of customized prompt stylers based on [a/twri/SDXL Prompt Styler](https://github.com/twri/sdxl_prompt_styler).

How to install it in ComfyDeploy?

Head over to the machine page

  1. Click on the "Create a new machine" button
  2. Select the Edit build steps
  3. Add a new step -> Custom Node
  4. Search for SDXL Prompt Styler (customized version by wolfden) and select it
  5. Close the build step dialig and then click on the "Save" button to rebuild the machine

SDXL Prompt Styler

All credits to twri/sdxl_prompt_styler https://github.com/twri/sdxl_prompt_styler

Custom node for ComfyUI that I organized and customized to my needs.

SDXL Prompt Styler Screenshot

SDXL Prompt Styler is a node that enables you to style prompts based on predefined templates stored in a JSON file. The node specifically replaces a {prompt} placeholder in the 'prompt' field of each template with provided positive text.

The node also effectively manages negative prompts. If negative text is provided, the node combines this with the 'negative_prompt' field from the template. If no negative text is supplied, the system defaults to using the 'negative_prompt' from the JSON template. This flexibility enables the creation of a diverse and specific range of negative prompts.

Usage Example with SDXL Prompt Styler

Template example from a JSON file:

[
    {
        "name": "base",
        "prompt": "{prompt}",
        "negative_prompt": ""
    },
    {
        "name": "enhance",
        "prompt": "breathtaking {prompt} . award-winning, professional, highly detailed",
        "negative_prompt": "ugly, deformed, noisy, blurry, distorted, grainy"
    }
]
style = "enhance"
positive_prompt = "a futuristic pop up tent in a forest"
negative_prompt = "dark"

This will generate the following styled prompts as outputs:

breathtaking a futuristic pop up tent in a forest . award-winning, professional, highly detailed
ugly, deformed, noisy, blurry, distorted, grainy, dark

Installation of the Original SDXL Prompt Styler by twri/sdxl_prompt_styler (Optional)

(Optional) For the Original SDXL Prompt Styler

To install and use the SDXL Prompt Styler nodes, follow these steps:

  1. Open a terminal or command line interface.
  2. Navigate to the ComfyUI/custom_nodes/ directory.
  3. Run the following command: git clone https://github.com/twri/sdxl_prompt_styler.git
  4. Restart ComfyUI.

This command clones the SDXL Prompt Styler repository into your ComfyUI/custom_nodes/ directory. You should now be able to access and use the nodes from this repository.

Installation of my customized version

  1. Open a terminal or command line interface.
  2. Navigate to the ComfyUI/custom_nodes/ directory.
  3. Run the following command: git clone https://github.com/wolfden/ComfyUi_PromptStylers.git
  4. Restart ComfyUI.

This command clones the repository into your ComfyUI/custom_nodes/ directory. You should now be able to access and use the nodes from this repository.

After restart you should see a new submenu Style Prompts - click on the desired style and the node will appear in your workflow

SDXL Prompt Styler Screenshot

Thanks to Three Headed Monkey in Discord of AI Revolution (discord.gg/rXFmn3gaAc) for the hard work with producing most of the various styles

Inputs

  • text_positive - text for the positive base prompt G
  • text_negative - text for the negative base prompt G
  • log_prompt - print inputs and outputs to stdout

Outputs

  • positive_prompt_text_g - combined prompt with style for positive promt G
  • negative_prompt_text_g - combined prompt with style for negative promt G

Example - More in Example Folder with Workflow

Mythical Creature - The Kraken, Terror of the Deep SDXL Prompt Styler Screenshot Fantasy Setting - Neverland SDXL Prompt Styler Screenshot Mythical Creature - - The Banshee, Wailer of Fate SDXL Prompt Styler Screenshot

Workflow

My workflow is a bit complex with lots of nodes, custome models for base and refiner. It has the face detail, hand, body, upscale, blend. Most of my prompts are just random with a selected style, and with wildcards, feelin lucky, magic prompt, and one button prompt. Use a very simple sentence and see what crazyness pops up. Find a workflow that works best for you.

SDXL Prompt Styler Screenshot