adding images and updating readme

README.md

@@ -1,4 +1,129 @@
 ---
-library_name: diffusers
 license: openrail++
+language:
+- en
+tags:
+- stable-diffusion-xl
+- text-to-image
+- art
+- fine-art
+inference: true
 ---
+
+<style>
+  @import url('https://fonts.googleapis.com/css2?family=Lora&display=swap');
+
+  .title-container {
+    display: flex;
+    justify-content: center;
+    align-items: center;
+    height: 20vh;
+    background-color: #000;
+  }
+  
+  .title {
+    font-family: 'Lora', sans-serif;
+    font-size: 4em;
+    text-align: center;
+    color: #fff;
+    text-transform: uppercase;
+    letter-spacing: 0.1em;
+    padding: 0.5em 0;
+  }
+  
+ .image-grid {
+    display: grid;
+    grid-template-columns: 1fr 1fr;
+    grid-template-rows: 1fr 1fr auto;
+    gap: 0; /* Removed gap to eliminate space between images */
+    background-color: #000; /* Changed to black background */
+  }
+
+  .image-grid img {
+    width: 100%;
+    height: 100%;
+    object-fit: cover;
+    display: block; /* Ensures no extra space around images */
+  }
+
+  .image-grid .wide-image {
+    grid-column: 1 / -1;
+  }
+</style>
+
+<div class="title-container">
+  <h1 class="title">Artisan XL</h1>
+</div>
+
+<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!