Flux Ghibsky Illustration
| Property | Value |
|---|---|
| License | flux-dev-license |
| Base Model | black-forest-labs/FLUX.1-dev |
| Training Steps | 1000 |
| Learning Rate | 0.0004 |
| LoRA Rank | 16 |
What is flux-ghibsky-illustration?
Flux Ghibsky Illustration is a specialized LoRA model designed to generate enchanting landscapes that combine the whimsical charm of Studio Ghibli with the atmospheric beauty of Makoto Shinkai's style. Trained on 35 carefully curated images, this model excels at creating dreamy visuals with intricate details and surreal skies.
Implementation Details
The model was trained using ostris/flux-dev-lora-trainer with auto-captioning enabled and specific trigger words. It operates as a LoRA adaptation of the FLUX.1-dev base model, implementing a rank of 16 and utilizing bfloat16 precision for optimal performance.
- Integrated auto-captioning system with customizable prefix and suffix
- Optimized batch size of 1 for precise training
- Compatible with 🧨 diffusers library for easy implementation
Core Capabilities
- Generation of Ghibli-inspired landscapes and scenes
- Creation of serene and atmospheric environments
- Specialized in architectural and natural scene composition
- Effective handling of complex lighting and atmospheric effects
Frequently Asked Questions
Q: What makes this model unique?
This model uniquely combines the distinctive visual styles of Studio Ghibli and atmospheric artwork, using the trigger word "GHIBSKY style" to create cohesive and enchanting illustrations. Its specialized training enables it to generate scenes with particular attention to architectural details and natural environments.
Q: What are the recommended use cases?
The model excels at creating landscape illustrations, particularly those involving nature scenes, cityscapes, and architectural elements. It's ideal for generating artwork featuring cozy environments, starry skies, and serene landscapes with a distinctive animated film aesthetic.
