Rebalance Pack
A set of evolving nodes that balance ComfyUI for the best user experience. foundational: Omni Node, Input, Load Images, Load Image Newest, Load Image Full, Color Image, Concatenate, String (Inline), String to List, List String Index, Float Exact, Float 1.00, Float 10.00, Any, Switch utility: Image Resolution Cap, Image Aspect Ratio Crop, Mask Aspect Ratio Crop, Mask Uncrop, Image Uncrop, Border Mask, Mask Opacity, conditioning: Conditioning Merge, Conditioning Merge Multi, Qwen VL List Encode Rebalance, Conditioning Freeze, Conditioning Unfreeze model specific: Load LoRA (Block), Conditioning Krea 2 Rebalance, Krea 2 Edit Rebalance, Krea 2 Encode Rebalance, Conditioning Ideogram 4 Rebalance, Ideogram 4 Edit Rebalance, Ideogram 4 Encode Rebalance
Nodes (45)
A wildcard passthrough for tidying wires
Letterbox bars are eating your training data — this node finds them
Joining strings in ComfyUI — and the prefix trap that breaks file paths
Conditioning Freeze is a save button for conditioning, and that is genuinely useful
The Ideogram 4 twin of the layer EQ
Reshaping Krea 2's conditioning per layer
Blend two conditionings with one ratio
Turning a whole list of conditionings into one sampler input
Blend up to five conditionings at once
Stop paying for the same text encode twice
The CFG dial that can't be fat-fingered
For numbers the sliders won't let you type
The 0-to-1 knob you wire instead of typing the number five times
Reference editing for Ideogram 4
Text and reference images for Ideogram 4
Crop to the aspect ratio your model actually trained on
Cap resolution before anything touches your encoder
A text box that plugs into any socket
The pack's full reference-edit node
One dial that makes Krea 2 Edit obey the prompt
Text plus reference images into one conditioning
A file dropdown that points at a folder you actually choose
Pull one line out of a list, without a whole scripting pack
The loader that also hands you the caption file
Point it at a folder and it always grabs your latest render
Batch a folder of references into the edit nodes
Stuff a whole folder of images into one batch, fast
Per-block LoRA weights — the SDXL fine-tuning dial
Fit the crop window to the thing you actually masked
Dial your mask back without rebuilding it
Paste a node's source code and get a working node
Ask a language model to write your node for you
The key and model settings behind the AI Omni Node
Many prompts, four reference images, one list of conditioning
Per-timestep weight curves for two conditionings
Fold a negative into your positive conditioning
Save from IMAGE or LATENT, three filename modes
A blank canvas that takes a hex code
Hand off between two conditionings mid-denoise
Prompt templates with placeholders that actually get replaced
One prompt template, five things you can swap
Turn one or two strings into a ComfyUI LIST
The branch picker that doesn't waste your GPU
Paste the edit back where it belongs
Stitch the mask back into the full frame
26/09 Latest Update: Various New Functions
- Streamlined Qwen VL encoder and many QoL nodes
- New conditioning merge methods
- Minor needed fixes for the encode nodes
10/08 Prompt-based Omni Node in ComfyUI
- Omni Node family extended
- New core utility nodes <img width="2254" height="1176" alt="Screenshot (10)" src="https://github.com/user-attachments/assets/e01edd61-c064-42f2-81e7-a6463d8447f3" />
29/07 OmniNode
A sole ComfyUI node that lets you paste in the body of a node class, rebuilding its own inputs/outputs to mirror the source. <img width="2889" height="1521" alt="627795071-43d362c4-cfa6-42b7-b2a6-3c29ad8a769a" src="https://github.com/user-attachments/assets/2158258c-6b47-491e-b859-886615afb048" />
12/07
- Supports multi character references for stronger in-context posing
- New utility nodes added
29/06
- Clear logic allowing for more complex edits
- Now supports negative prompting for stripping undesired effects
Image Editing with Krea 2 and Ideogram 4 Models
<img width="2616" height="2463" alt="showcase (1)" src="https://github.com/user-attachments/assets/aae61b58-a0b2-49c3-8718-ec32b0ec180e" />Rebalance Pack
A set of evolving nodes that streamline the best use practices in ComfyUI.
foundational: Omni Node, Input, Load Images, Load Image Newest, Load Image Full, Color Image, Concatenate, String (Inline), String to List, List String Index, Float Exact, Float 1.00, Float 10.00, Any, Switch
utility: Image Resolution Cap, Image Aspect Ratio Crop, Mask Aspect Ratio Crop, Mask Uncrop, Image Uncrop, Border Mask, Mask Opacity,
conditioning: Conditioning Merge, Conditioning Merge Multi, Qwen VL List Encode Rebalance, Conditioning Freeze, Conditioning Unfreeze
model specific: Load LoRA (Block), Conditioning Krea 2 Rebalance, Krea 2 Edit Rebalance, Krea 2 Encode Rebalance, Conditioning Ideogram 4 Rebalance, Ideogram 4 Edit Rebalance, Ideogram 4 Encode Rebalance
git clone https://github.com/nova452/Rebalance-Pack.git