Qx-Art
| Property | Value |
|---|---|
| Base Model | FLUX.1-dev |
| Training Images | 19 |
| Network Dimensions | 64/32 (dim/alpha) |
| Optimal Resolution | 1280x832 (3:2) |
What is Qx-Art?
Qx-Art is a specialized LoRA model trained for generating wire art and black & white drawings. Created by strangerzonehf, it excels at producing minimalist wire-frame designs and artistic illustrations with a distinctive style focused on simple geometric shapes and line work.
Implementation Details
The model utilizes the AdamW optimizer with a constant learning rate scheduler, incorporating advanced features like Noise Offset (0.03) and Multires Noise Discount (0.1). Training was conducted over 17 epochs with 18 repeats and 2630 steps, using the florence2-en labeling system for natural language processing in English.
- Optimized for 1280x832 resolution (3:2 aspect ratio)
- Implements bfloat16 precision for efficient processing
- Requires "Qx-Art" trigger word for optimal results
- Recommended inference steps: 30-35
Core Capabilities
- Wire-frame artistic representations
- Black and white minimalist drawings
- Geometric shape composition
- Wall-mounted art simulation
- Light and shadow interplay in wire designs
Frequently Asked Questions
Q: What makes this model unique?
Qx-Art specializes in creating wire-art and minimalist drawings, with particular strength in generating wall-mounted designs and geometric compositions. Its training on a carefully curated set of 19 images allows for consistent and distinctive artistic output.
Q: What are the recommended use cases?
The model is ideal for generating decorative wire art designs, minimalist illustrations, and artistic wall installations. It's particularly effective for creating black and white compositions with emphasis on line work and simple geometric forms.
