Mickmumpitz

Consistent Character Creator 3.2. IS HERE!

Added 2025-09-05 11:09:52 +0000 UTC

I just made generating consistent characters & training Loras MUCH EASIER!

With the newest version of the Consistent Character Creator 3.1. you will now not only generate a set of varied images for lora training, it will automatically generate the whole dataset including detailed captions for you. Just drag and drop it into your favorite lora trainer like AI toolkit or Flux Gym and start training.

This version will also handle HYPER REALISTIC as well as STYLIZED CHARACTERS a lot better!

The workflow consists of two parts:

The upper groups where you generate your characters images in different poses, lighting scenarios and framing.
The dataset creation groups where you can upscale your images and generate captions for them.

I also improved the Virtual Try On section! You can now drag and drop in a clothing item in and the character will wear it.

I just made generating consistent characters & training Loras MUCH EASIER!

This version will also handle HYPER REALISTIC as well as STYLIZED CHARACTERS a lot better!

The workflow consists of two parts:

The upper groups where you generate your characters images in different poses, lighting scenarios and framing.
The dataset creation groups where you can upscale your images and generate captions for them.

INSTALLATION

Download the .json workflow file
Drag and drop it into ComfyUI
Install missing custom nodes if necessary → Update ALL
Download the models. You can find the links directly in the workflow and below.
To select the correct GGUF version for your system, choose the largest version that fits within your available VRAM.
Hit “R” to refresh or restart ComfyUI. Double check the model loader nodes and select the correct model from the list!

USING THE WORKFLOW

1 - GENERATE YOUR CHARACTER

Run the workflow in two steps: First generate your character images THEN activate the dataset creation group below and run again.
Import an image of your character. Both full body and close-up images work equally well.
Important: Give your Character a name! All your images will be put into a new folder that will be created in your comfyUI output folder.
Optional: Create a simple one-sentence prompt. Describe the image style and clothing, especially elements not fully visible in your input image.
The workflow is modular: You can duplicate groups and adjust the prompts!

2 - DATASET CREATION

1: Activate the DATASET CREATION group here AFTER you ran the first part of the workflow!

2: Download these models. You can use any SDXL LIGHTNING model for upscaling.

3: Set your final upscale resolution here.

4: OPTIONAL: Adjust the prompt for upscaling here.

5: Your images from the first part will be loaded here.

6: The Ksampler for the upscaling setup. It is matched to the requirements of the model. To the left you can change the “strength_end” value in the “Timestep Keyframe Interpolation” node. Lower values = Better Quality + Less Likeness // Higher Values = Less Quality + more likeness

7: This will ad post processing effects like grain and chromatic aberration. You can bypass this group if you don’t want that.

8: You can see the caption previews for all the images here. The name of your character is used as keyword.

If your captions names don’t match the filenames, delete everything in the upscale folder and run the DATASET CREATION PART again doing this: