Flux-Dalle-Mix-LoRA
| Property | Value |
|---|---|
| Base Model | black-forest-labs/FLUX.1-dev |
| License | CreativeML OpenRAIL-M |
| Training Images | 44 Hi-Res Images |
| Network Dimensions | 64 |
| Training Epochs | 15 |
What is Flux-Dalle-Mix-LoRA?
Flux-Dalle-Mix-LoRA is an experimental LoRA model trained on the FLUX.1-dev base model, designed to generate DALL-E style images with enhanced realism and artistic capabilities. The model excels in creating photo-realistic portraits, Pixar-style characters, and detailed artistic renditions.
Implementation Details
The model employs the AdamW optimizer with a constant learning rate scheduler and features a 64-dimension network with 32 alpha. It utilizes noise offset (0.03) and multires noise discount (0.1) for improved image quality. Training was conducted over 15 epochs using 44 high-resolution images.
- Optimized for 768x1024 and 1024x1024 dimensions
- Uses florence2-en labeling for natural language processing
- Implements a 25-step repeat process over 3700 training steps
Core Capabilities
- Photo-realistic portrait generation with precise silhouette control
- Pixar/DreamWorks-style character creation
- High-detail close-up shots with texture emphasis
- Caricature and artistic style rendering
Frequently Asked Questions
Q: What makes this model unique?
The model combines DALL-E's creative capabilities with FLUX.1-dev's base architecture, offering enhanced realism and artistic control through its specialized LoRA training. It's particularly effective at creating stylized characters and realistic portraits.
Q: What are the recommended use cases?
The model excels in creating portrait photography, character design, artistic renditions, and stylized illustrations. It's particularly suitable for projects requiring both photorealistic quality and creative artistic elements.
