FLUX.1-dev-LoRA-live-3D
| Property | Value |
|---|---|
| Author | Shakker-Labs (Hongke) |
| License | flux-1-dev-non-commercial-license |
| Base Model | black-forest-labs/FLUX.1-dev |
| Downloads | 5,610 |
What is FLUX.1-dev-LoRA-live-3D?
FLUX.1-dev-LoRA-live-3D is a specialized LoRA (Low-Rank Adaptation) model trained on FLUX.1-dev, designed to enhance 3D elements in image generation. Developed by Hongke at Shakker AI, this model excels at creating cartoon-style 3D renderings with particular emphasis on urban scenes and character interactions.
Implementation Details
The model operates as a LoRA adaptation layer that can be integrated with the FLUX.1-dev base model. It's optimized for use with diffusers and recommended to be used with a scale between 0.9 to 1.3. Implementation requires PyTorch and can be easily integrated using the FluxPipeline from the diffusers library.
- Supports bfloat16 precision for efficient inference
- Requires CUDA-compatible hardware for optimal performance
- Uses 24 inference steps with a guidance scale of 3.5 by default
Core Capabilities
- Generation of 3D cartoon-style characters and scenes
- Urban environment rendering with detailed architectural elements
- Integration of perspective and aerial views
- Creation of complex scenes with multiple elements
Frequently Asked Questions
Q: What makes this model unique?
This model specializes in creating 3D cartoon-style imagery with a particular focus on urban environments and character integration. It doesn't require specific trigger words and can be easily fine-tuned through the LoRA scale parameter.
Q: What are the recommended use cases?
The model excels at creating scenes featuring cartoon characters in urban settings, aerial views of cityscapes, and complex environmental compositions. It's particularly effective for creating advertising concepts and creative visual designs in a 3D cartoon style.
