| Property | Value |
|---|---|
| Base Model | black-forest-labs/FLUX.1-dev |
| License | CreativeML OpenRAIL-M |
| Training Images | 15 |
| Network Dimensions | 64 |
What is Flux-Toonic-2.5D-LoRA?
Flux-Toonic-2.5D-LoRA is a specialized LoRA model trained on the FLUX.1-dev base model, designed to generate 2.5D toon-style images. Currently in training phase, it employs advanced image processing parameters including constant LR scheduling and AdamW optimization to produce cartoon-style illustrations with a unique dimensional perspective.
Implementation Details
The model utilizes a network architecture with 64 dimensions and 32 alpha, trained over 15 epochs. It implements noise offset of 0.03 and multires noise iterations of 10, optimized for specific image dimensions of 768x1024 (best) or 1024x1024 (default).
- Constant LR scheduler with AdamW optimizer
- Network Dim: 64, Alpha: 32
- Noise Offset: 0.03 with Multires Noise Discount of 0.1
- Training Steps: 2900 with 23 repeats
Core Capabilities
- Generation of 2.5D toon-style images
- Optimized for character illustrations and scenes
- Supports various perspective views and backgrounds
- Specialized in cartoon character rendering with detailed clothing and accessories
Frequently Asked Questions
Q: What makes this model unique?
The model specializes in creating 2.5D toon-style images with a specific trigger word "toonic 2.5D", offering a unique blend of dimensional depth and cartoon aesthetics.
Q: What are the recommended use cases?
This model is ideal for creating cartoon character illustrations, scene compositions with specific perspective views, and stylized character designs with detailed clothing and accessories.