Flux-Isometric-3D-Cinematography
| Property | Value |
|---|---|
| Base Model | black-forest-labs/FLUX.1-dev |
| License | CreativeML OpenRAIL-M |
| Training Images | 24 |
| Optimal Dimensions | 768x1024, 1024x1024 |
What is Flux-Isometric-3D-Cinematography?
Flux-Isometric-3D-Cinematography is a specialized LoRA model designed to enhance the FLUX.1-dev base model's capabilities in generating isometric 3D cinematographic imagery. This model is currently in training phase and represents an innovative approach to creating detailed, perspective-correct 3D scenes.
Implementation Details
The model utilizes the AdamW optimizer with a constant learning rate scheduler and employs sophisticated training parameters including a noise offset of 0.03 and multires noise iterations of 10. The network architecture features a dimension of 64 and an alpha of 32, trained across 25 epochs.
- Network Configuration: 64 dimensions with 32 alpha
- Training Duration: 25 epochs with saves every epoch
- Optimization: AdamW with constant LR scheduling
- Noise Parameters: 0.03 offset, 0.1 discount rate
Core Capabilities
- Isometric 3D scene generation
- Cinematographic perspective rendering
- Detailed environmental composition
- Support for multiple view angles
- Optimized for both 768x1024 and 1024x1024 resolutions
Frequently Asked Questions
Q: What makes this model unique?
This model specializes in creating isometric 3D scenes with cinematographic quality, utilizing a specific trigger phrase "Isometric 3D Cinematography" to activate its capabilities. It's particularly effective at rendering detailed environmental scenes with proper perspective and lighting.
Q: What are the recommended use cases?
The model excels at generating isometric views of indoor and outdoor scenes, architectural visualizations, and detailed environmental compositions. It's particularly suited for creating scenes with complex spatial relationships and multiple objects in perspective.
