Step into a World of Imagination: A Detailed Guide to Creating 3D Kids' Illustrations with Multi-LoRA Fusion
1. Workflow Overview

This workflow generates 3D Q-style children's illustrations for storybooks or animations, featuring:
Stylized Outputs: Enhanced by LoRAs (e.g.,
FLUX-Cute 3D Kids Style
).Upscaling:
UltimateSDUpscale
for 4K resolution.Multi-LoRA Fusion: Combines base model with auxiliary LoRAs for details.
Default Theme: "Space-traveling polar bear" (customizable prompts).
2. Core Models
Model | Function |
---|---|
| Main SD-based model. |
| 3D cartoon style (weight: 0.8). |
| Details enhancer (weight: 0.4). |
| Upscaling model. |
3. Key Components
Node | Purpose | Installation | |
---|---|---|---|
`LoraLoader | pysssss` | Load multiple LoRAs | Requires |
| Tile-based upscaling | Install | |
| Clear negative prompts | Built-in |
4. Workflow Structure
Group 1: Model Loading
Inputs: None (auto-loads models).
Outputs: Initialized models + LoRAs.
Key Nodes:
UNETLoader
,LoraLoader
.
Group 2: Text-to-Image Generation
Inputs: English prompts (e.g., "A polar bear in space").
Outputs: Initial image (768x1024).
Key Nodes:
CLIPTextEncode
,KSampler
(Euler).
Group 3: Upscaling (Optional)
Inputs: Low-res generated image.
Outputs: 4K image.
Key Nodes:
UltimateSDUpscale
,4x-AnimeSharp
.
5. Inputs & Outputs
Inputs:
Prompt (default: English, editable).
Seed (random/fixed).
Resolution (default: 768x1024).
Outputs:
Initial image (saved via
SaveImage
).Upscaled image (enable
UltimateSDUpscale
).
6. Notes
LoRA Models:
Download from links in
Note
nodes and place inmodels/loras
.
VRAM:
8GB+ for generation, 12GB+ for upscaling.
Optimization:
Adjust
tile_size
(default: 64) inUltimateSDUpscale
for lower VRAM.
Dependencies:
# Install plugins cd ComfyUI/custom_nodes git clone https://github.com/pysssss/comfyui-custom-scripts.git git clone https://github.com/ssitu/ComfyUI-UltimateSDUpscale.git