Flux-Toonic-2.5D-LoRA
| Property | Value |
|---|---|
| Base Model | black-forest-labs/FLUX.1-dev |
| License | CreativeML OpenRAIL-M |
| Training Images | 15 |
| Optimal Dimensions | 768 x 1024 |
What is Flux-Toonic-2.5D-LoRA?
Flux-Toonic-2.5D-LoRA is a specialized LoRA model designed for generating 2.5D cartoon-style images. Built on the FLUX.1-dev base model, it employs specific training parameters to achieve unique cartoon aesthetics with dimensional depth. The model is currently in training phase and represents an evolving implementation of cartoon-style image generation.
Implementation Details
The model utilizes advanced training parameters including constant LR scheduling, AdamW optimizer, and specific network dimensions of 64 with an alpha of 32. Training was conducted over 15 epochs with 2900 steps, incorporating noise offset (0.03) and multires noise iterations (10) for optimal results.
- Network Architecture: LoRA implementation with 64 network dimensions
- Training Configuration: 15 epochs with 2900 steps
- Labeling System: florence2-en for natural language processing
- Optimal Resolution: 768 x 1024 pixels
Core Capabilities
- Generation of 2.5D cartoon-style images
- Specialized trigger word implementation ("toonic 2.5D")
- Support for various scene compositions and character designs
- Compatible with FLUX.1-dev pipeline integration
Frequently Asked Questions
Q: What makes this model unique?
This model combines 2.5D aesthetics with cartoon styling, utilizing specific training parameters and a small but focused training dataset of 15 images to achieve consistent results in character and scene generation.
Q: What are the recommended use cases?
The model is best suited for generating cartoon-style character illustrations, scenes with dimensional depth, and stylized compositions. It's particularly effective at 768x1024 resolution and requires the "toonic 2.5D" trigger word for optimal results.
