Logo-Design-Flux-LoRA
| Property | Value |
|---|---|
| Base Model | black-forest-labs/FLUX.1-dev |
| License | CreativeML OpenRAIL-M |
| Training Images | 14 Hi-RES Images |
| Optimal Resolution | 1024 x 1024 |
What is Logo-Design-Flux-LoRA?
Logo-Design-Flux-LoRA is a specialized fine-tuned LoRA model built on the FLUX.1-dev base model, designed specifically for generating professional logo designs. The model has been trained using carefully curated high-resolution images and implements advanced image processing parameters to ensure quality output.
Implementation Details
The model utilizes a constant learning rate scheduler with AdamW optimizer, featuring a network dimension of 64 and alpha of 32. It incorporates noise offset (0.03) and multires noise features for enhanced generation quality.
- Network Dimensions: 64
- Training Epochs: 10
- Optimizer: AdamW with constant scheduler
- Repeat & Steps: 22 & 2.2K
Core Capabilities
- Professional logo design generation
- Optimal performance at 1024x1024 resolution
- Supports text-to-image generation with specific trigger word "Logo Design"
- Specialized in creating detailed, professional-looking logos with various elements including text, symbols, and backgrounds
Frequently Asked Questions
Q: What makes this model unique?
This model specializes in logo design generation with a specific focus on high-resolution output. It's trained on carefully curated images and uses advanced noise processing techniques for better quality.
Q: What are the recommended use cases?
The model is ideal for generating professional logo concepts, brand identity elements, and creative design inspiration. It works best when provided with detailed prompts including specific design elements, text, and style preferences.
