SD3.5-Large-Photorealistic-LoRA
| Property | Value |
|---|---|
| Author | prithivMLmods |
| License | CreativeML OpenRAIL-M |
| Base Model | stabilityai/stable-diffusion-3.5-large |
| Training Images | 40 |
What is SD3.5-Large-Photorealistic-LoRA?
SD3.5-Large-Photorealistic-LoRA is a specialized LoRA adaptation of Stable Diffusion 3.5, specifically designed to enhance photorealistic image generation capabilities. The model has been trained using carefully optimized parameters including a constant LR scheduler, AdamW optimizer, and specific network dimensions of 64/32 alpha.
Implementation Details
The model utilizes advanced training parameters with a noise offset of 0.03 and multires noise iterations set to 10. It was trained over 10 epochs with 1.5K steps, using the florence2-en labeling system for natural language processing in English.
- Network Dimension: 64
- Network Alpha: 32
- Training Steps: 1.5K
- Optimizer: AdamW
- Noise Offset: 0.03
Core Capabilities
- Photorealistic image generation
- Enhanced portrait photography
- Professional-grade lighting and composition
- Support for various photography styles including editorial and cinematic
Frequently Asked Questions
Q: What makes this model unique?
This model specializes in photorealistic image generation through carefully tuned parameters and specific trigger words ('photorealistic' and 'photography'). It's particularly effective for portrait photography and professional-looking compositions.
Q: What are the recommended use cases?
The model excels at generating photorealistic portraits, fashion editorials, and professional photography-style images. It's particularly suitable for creating high-quality, natural-looking images with proper lighting and composition.
