istolemyownart
| Property | Value |
|---|---|
| License | CreativeML OpenRAIL-M |
| Training Data | 1076 images |
| Training Steps | 10,000 |
| Learning Rate | 1e-6 |
What is istolemyownart?
istolemyownart is a unique Dreambooth-trained Stable Diffusion model that transforms text prompts into images based on a decade's worth of personal artwork. The model was trained on 1076 images (including flipped copies) from the creator's Tumblr portfolio, resulting in a distinctive blend of anime and cartoon styles.
Implementation Details
The model was trained using the Dreambooth technique with specific parameters including 10,000 training steps and a learning rate of 1e-6. It's implemented using the Diffusers framework and saved in the Safetensors format for improved efficiency and security.
- Trained on personal artwork spanning 10 years
- Supports text-to-image generation
- Compatible with Stable Diffusion pipelines
- Includes options for hypernetwork integration
Core Capabilities
- Generation of anime-cartoon hybrid artwork
- Enhanced results when combined with artist-name prompts
- Specialized in character illustrations and portraits
- Support for various artistic styles from chibi to detailed portraits
Frequently Asked Questions
Q: What makes this model unique?
This model is trained exclusively on a single artist's decade-long portfolio, creating a distinctive style that blends anime and cartoon elements. It offers a personal artistic perspective while maintaining compatibility with broader Stable Diffusion implementations.
Q: What are the recommended use cases?
The model performs best when generating character illustrations, particularly when combined with established artist names in the prompts. It's suitable for creating stylized portraits, chibi characters, and anime-style artwork.
