Flux-Claymation-XC-LoRA
| Property | Value |
|---|---|
| Author | strangerzonehf |
| Base Model | FLUX.1-dev |
| Network Dimensions | 64 |
| Network Alpha | 32 |
| Training Images | 17 |
| Repository | Hugging Face |
What is Flux-Claymation-XC-LoRA?
Flux-Claymation-XC-LoRA is a specialized LoRA model designed to generate claymation-style images using the FLUX.1-dev base model. Trained on a carefully curated dataset of 17 images, this model excels at creating distinctive clay-like cartoon figures with precise control over styling and composition.
Implementation Details
The model utilizes a constant learning rate scheduler with AdamW optimizer, employing a network dimension of 64 and alpha of 32. It features sophisticated noise handling with a 0.03 offset and multires noise iterations set to 10. The training process involved 10 epochs with checkpoints saved at each epoch.
- Optimal dimensions: 1280x832 (3:2 aspect ratio)
- Recommended inference steps: 30-35
- Trained using florence2-en labeling system
- Implements noise discount of 0.1
Core Capabilities
- Generation of detailed claymation-style characters
- Precise control over character poses and compositions
- Support for various backgrounds and props
- Consistent style maintenance across generations
Frequently Asked Questions
Q: What makes this model unique?
The model specializes in creating claymation-style images with a distinct aesthetic, trained specifically for cartoon-like clay figures with detailed control over poses and compositions. Its optimized architecture ensures consistent style transfer while maintaining quality across different scene types.
Q: What are the recommended use cases?
This model is ideal for creating claymation-style character illustrations, animated figure concepts, and stylized cartoon scenes. It performs best when using the trigger word "Claymation" and works optimally with the recommended 3:2 aspect ratio.
