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

CN
ComfyUI.org
2025-05-12 11:14:17

1. Workflow Overview

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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

Base Algorithm F.1

Main SD-based model.

FLUX-Cute 3D Kids Style_v1.0 (LoRA)

3D cartoon style (weight: 0.8).

FLUX-3D Assistant_v1.0 (LoRA)

Details enhancer (weight: 0.4).

4x-AnimeSharp

Upscaling model.

3. Key Components

Node

Purpose

Installation

`LoraLoader

pysssss`

Load multiple LoRAs

Requires comfyui-custom-scripts

UltimateSDUpscale

Tile-based upscaling

Install comfyui_ultimatesdupscale

ConditioningZeroOut

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

  1. LoRA Models:

    • Download from links in Note nodes and place in models/loras.

  2. VRAM:

    • 8GB+ for generation, 12GB+ for upscaling.

  3. Optimization:

    • Adjust tile_size (default: 64) in UltimateSDUpscale for lower VRAM.

  4. 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