Fashion-Hut-Modeling-LoRA
| Property | Value |
|---|---|
| Base Model | black-forest-labs/FLUX.1-dev |
| License | CreativeML OpenRAIL-M |
| Training Images | 14 Hi-RES Images |
| Network Dimensions | 64 |
| Network Alpha | 32 |
What is Fashion-Hut-Modeling-LoRA?
Fashion-Hut-Modeling-LoRA is a specialized fine-tuned LoRA model designed for generating high-quality fashion and modeling photographs. Built on the FLUX.1-dev base model, it excels in creating realistic fashion poses, clothing details, and professional modeling shots.
Implementation Details
The model utilizes the AdamW optimizer with a constant learning rate scheduler and implements specific noise handling parameters (0.03 offset, 0.1 discount). Training occurred over 16 epochs with 2900 steps and a repeat factor of 26, using the florence2-en labeling system for natural language processing in English.
- Optimal resolution: 1024 x 1024
- Trigger phrase requirement: "Modeling of"
- Specialized in fashion photography and modeling poses
- Trained with high-resolution source images
Core Capabilities
- Generation of professional modeling photographs
- Realistic clothing and fabric rendering
- Diverse fashion style representation
- High-quality pose generation
- Clean background integration
Frequently Asked Questions
Q: What makes this model unique?
This model specializes in fashion photography with a focus on realistic clothing representation and professional modeling poses, trained on carefully curated high-resolution images with specific attention to detail in fashion elements.
Q: What are the recommended use cases?
The model is ideal for generating fashion photography, modeling portfolios, clothing visualization, and professional fashion shoots. It works best with the trigger phrase "Modeling of" and performs optimally at 1024x1024 resolution.
