|
---
|
|
license: openrail++
|
|
language:
|
|
- en
|
|
tags:
|
|
- stable-diffusion-xl
|
|
- text-to-image
|
|
- art
|
|
- fine-art
|
|
inference: true
|
|
---
|
|
|
|
<style>
|
|
.artisan-title {
|
|
font-family: Arial, sans-serif;
|
|
font-size: 3em;
|
|
text-align: center;
|
|
color: #000;
|
|
text-transform: uppercase;
|
|
letter-spacing: 0.1em;
|
|
padding: 0.5em 0;
|
|
margin: 0;
|
|
}
|
|
|
|
.image-grid {
|
|
display: flex;
|
|
flex-wrap: wrap;
|
|
margin-bottom: 20px;
|
|
}
|
|
|
|
.image-grid img {
|
|
width: 50%;
|
|
height: auto;
|
|
display: block;
|
|
margin: 0 !important; /* Override any default margins */
|
|
padding: 0;
|
|
}
|
|
|
|
.image-grid .wide-image {
|
|
width: 100%;
|
|
}
|
|
|
|
/* Override Hugging Face's default styling */
|
|
.prose :where(img):not(:where([class~=not-prose],[class~=not-prose] *)) {
|
|
margin-top: 0 !important;
|
|
margin-bottom: 0 !important;
|
|
}
|
|
</style>
|
|
|
|
<h1 class="artisan-title">Artisan XL</h1>
|
|
|
|
<div class="image-grid">
|
|
<img src="images/Picasso.webp" alt="Square image 1">
|
|
<img src="images/Repin.webp" alt="Square image 2">
|
|
<img src="images/Van Gogh.webp" alt="Square image 3">
|
|
<img src="images/Vermeer.webp" alt="Square image 4">
|
|
<img src="images/long_van_gogh.webp" alt="Wide image" class="wide-image">
|
|
</div>
|
|
|
|
|
|
# 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
|
|
|
|
1. **Prompt Engineering**: We recommend using long, detailed prompts with weighting. Ideally, generate prompts using Claude Sonnet or Haiku for best results.
|
|
2. **Negative Prompts**: Use empty or very short negative prompts. Common negative keywords include: `simplified, rough, blurred, crude, imperfections, sketch`
|
|
3. **Settings**:
|
|
- Works well with guidance limiter
|
|
- Recommended CFG scale: 3.0-5.5
|
|
|
|
## Model Variants
|
|
|
|
1. **Full Model**: Complete SDXL fine-tuned model
|
|
2. **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](https://github.com/kohya-ss)**: For training scripts.
|
|
|
|
## Limitations
|
|
|
|
While Artisan XL offers exceptional capabilities in fine art generation, it's important to note:
|
|
|
|
1. The model specializes in fine art styles and may not perform as well for other genres.
|
|
2. Results can vary based on prompt quality and settings.
|
|
3. 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! |
