license: openrail++
language:
- en
tags:
- stable-diffusion-xl
- text-to-image
- art
- fine-art
inference: true
Artisan XL
Artisan XL: Unparalleled Fine Art Generation
Artisan XL is a state-of-the-art text-to-image model that pushes the boundaries of AI-generated fine art. Trained on an extensive dataset of 200,000 high-resolution oil paintings, this model offers unparalleled style fidelity for a wide range of artistic styles throughout human history.
Key Features
- Trained for 1200 A100 hours on 8 A100 GPUs
- Captioned with Claude Sonnet 3.5 for precise style understanding
- Exceptional style fidelity for artists like Picasso, Van Gogh, Rembrandt, Klimt, Repin, Serov, Kandinsky, and many more
- Supports all basic SDXL tools and community techniques
Usage Tips
- Prompt Engineering: We recommend using long, detailed prompts with weighting. Ideally, generate prompts using Claude Sonnet or Haiku for best results.
- Negative Prompts: Use empty or very short negative prompts. Common negative keywords include:
simplified, rough, blurred, crude, imperfections, sketch - Settings:
- Works well with guidance limiter
- Recommended CFG scale: 3.0-5.5
Model Variants
- Full Model: Complete SDXL fine-tuned model
- LoRA Variant:
- Linear and Conv modules
- Rank 128
- Provides 95% of full model capabilities
Multi Aspect Resolution
This model supports generating images at the following dimensions:
| Dimensions | Aspect Ratio |
|---|---|
1024 x 1024 |
1:1 Square |
1152 x 896 |
9:7 |
896 x 1152 |
7:9 |
1216 x 832 |
19:13 |
832 x 1216 |
13:19 |
1344 x 768 |
7:4 Horizontal |
768 x 1344 |
4:7 Vertical |
1536 x 640 |
12:5 Horizontal |
640 x 1536 |
5:12 Vertical |
Acknowledgements
The development and release of Artisan XL would not have been possible without the invaluable contributions and support from the following individuals and organizations:
- Kohya SS: For training scripts.
Limitations
While Artisan XL offers exceptional capabilities in fine art generation, it's important to note:
- The model specializes in fine art styles and may not perform as well for other genres.
- Results can vary based on prompt quality and settings.
- As with all AI models, occasional unexpected outputs may occur.
Contact
For any inquiries, collaborations, or custom training requests, please contact: grigory@theartisan.ai
We're excited to see what you create with Artisan XL! Happy art-making!