Militant Hitchhiker's SDXL ImageGen Workflow Datasheet

1. SDXL Base Model with Optional Refiner:

- Uses SDXL for image generation

- Refiner step can be disabled by setting to 1

2. Multiple LoRA Model Loaders (10):

- Supports loading up to 10 LoRA models

- Allows customization of generation process

3. Integrated Random Prompt Generator:

- Combines prompt text dictionaries

- Customizable seed for reproducibility

Note: The text dictionary inputs need to be placed in ComfyUI/Input/Dictionaries. The format can be customised using your own choice of delimiters, an example is provided in dictionary.txt file.

4. Advanced Sampling Process:

- Pre-sampler and latent noise upscale/downscale create a noise map

- Improves image fidelity

- Main sampler uses this for final image generation

5. Ultimate SD Upscale:

- Performs guided high resolution upscaling on generated images

6. Image Processing Nodes:

- FreeU_V2 for improved image quality

- Self-Attention Guidance for better coherence

- Kohya Deep Shrink for latent space manipulation

- HighRes-Fix Script for improved detail

- CR Upscale Image (FocusFix) for focused detail enhancement

7. Split CLIP Positive Prompting:

- First prompt box applies to both CLIP encoders if the second is blank

8. Utility Nodes:

- Text Find and Replace: For prompt manipulation (related to style loaders)

- Math Expression: For dynamic calculations

- Fast Bypasser: Controls node activation

- TextAppender: Combines text strings

- Preview Chooser: Selects and previews generated images

- SDPromptSaver: Saves images with metadata

- AnyBus nodes: For flexible data routing

Note: The Text Find and Replace nodes are related to the style loaders. The expected style format is provided in the example styles.csv file, which needs to be placed in the custom_nodes/was-node-suite directory.

Upscaler Models:

1. Image Upscaler Model:

- ESRGAN\4x_NMKD-Siax_200k.pth

2. Noise Upscaler Model (4x Only):

- ESRGAN\4x_Nickelback_70000G.pth

3. HighRes-Fix Upscaler:

- ESRGAN\1x-ITF-SkinDiffDetail-Lite-v1.pth

4. FocusFix Upscaler:

- ESRGAN\1x-ReFocus-Cleanly.pth

Custom Nodes:

• WAS Node Suite
  https://github.com/WASasquatch/was-node-suite-comfyui

  • Prompt Style Selectors

• SD Prompt Reader Node
  https://github.com/receyuki/comfyui-prompt-reader-node

  • SDPromptSaver

  • SDParameterGenerator

  • SDLoraLoader

• Efficiency Nodes (by LucianoCirino):
  https://github.com/jags111/efficiency-nodes-comfyui

  • KSampler Adv. (Efficient)

  • KSampler SDXL (Eff.)

  • HighRes-Fix Script

• rgthree's Custom Nodes:
  https://github.com/rgthree/rgthree-comfy

  • Fast Bypasser

  • Mute / Bypass Repeater

  • Node Collector

  • Reroute

• ComfyUI Manager (Included custom nodes):
  https://github.com/ltdrdata/ComfyUI-Manager

  • CLIPTextEncodeSDXL

  • CLIPTextEncodeSDXLRefiner

• ComfyUI Impact Pack:
  https://github.com/ltdrdata/ComfyUI-Impact-Pack

  • UltimateSDUpscale

• Crystools (by crystools):
  https://github.com/crystian/ComfyUI-Crystools

  • Primitive string multiline

• ComfyUI MaraScott Nodes:
  https://github.com/MaraScott/ComfyUI_MaraScott_Nodes

  • MarasitAnyBusNode (AnyBus)

• Comfyroll CustomNodes
  https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes

  • CR Upscale Image (FocusFix)

• Militant Hitchhiker's Switchblade Pack:
  https://github.com/MilitantHitchhiker/MilitantHitchhiker-SwitchbladePack

  • Integrated Random Prompt Generator

• pysssss nodes:
  https://github.com/pythongosssss/ComfyUI-Custom-Scripts

  • Math Expression

• Inspire pack:
  https://github.com/ltdrdata/ComfyUI-Inspire-Pack

  • Global Sampler

  • Global Seed