<h1 id="artisan-xl:-unparalleled-fine-art-generation-41d9uyl4u">Artisan XL: Unparalleled Fine Art Generation</h1><p>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.</p><p></p><h2 id="key-features-91yrifv19">Key Features</h2><ul><li><p>Trained for 1200 A100 hours on 8 A100 GPUs</p></li><li><p>Captioned with Claude Sonnet 3.5 for precise style understanding</p></li><li><p>Exceptional style fidelity for artists like Picasso, Van Gogh, Rembrandt, Klimt, Repin, Serov, Kandinsky, and many more</p></li><li><p>Supports all basic SDXL tools and community techniques</p></li></ul><p></p><h2 id="usage-tips-ubsyfhskm">Usage Tips</h2><ul><li><p><strong>Prompt Engineering: </strong>We recommend using long, detailed prompts with weighting. Ideally, generate prompts using Claude Sonnet or Haiku for best results.</p></li><li><p><strong>Negative Prompts</strong>: Use empty or very short negative prompts. Common negative keywords include: <code>simplified, rough, blurred, crude, imperfections, sketch</code></p></li><li><p><strong>Settings</strong>:</p><p>Works well with guidance limiter</p><p>Recommended CFG scale: 3.0-5.5</p><p><strong>DPM++ 2M with Karras sigmas or UniPC with Karras sigmas</strong> </p><p></p></li></ul><h2 id="model-variants-0771mw2cj">Model Variants</h2><ol><li><p><strong>Full Model</strong>: Complete SDXL fine-tuned model</p></li><li><p><strong>LoRA Variant</strong>:</p><p>Linear and Conv modules</p><p>Rank 128</p><p>Provides 95% of full model capabilities</p><p></p></li></ol><h2 id="multi-aspect-resolution-g8uy19cxz">Multi Aspect Resolution</h2><p>This model supports generating images at the following dimensions</p><p></p><h2 id="acknowledgements-edfxz6ijb">Acknowledgements</h2><p>The development and release of Artisan XL would not have been possible without the invaluable contributions and support from the following individuals and organizations:</p><ul><li><p><a target="_blank" rel="ugc" href="https://github.com/kohya-ss">kohya-ss</a>: For training scripts.</p></li></ul><p></p><h2 id="limitations-3ulkt0vtz">Limitations</h2><p>While Artisan XL offers exceptional capabilities in fine art generation, it's important to note:</p><ol><li><p>The model specializes in fine art styles and may not perform as well for other genres.</p></li><li><p>Results can vary based on prompt quality and settings.</p></li><li><p>As with all AI models, occasional unexpected outputs may occur.</p></li></ol><p></p><h2 id="contact-ocpqhcjvk">Contact</h2><p>For any inquiries, collaborations, or custom training requests, please contact:</p><p><a target="_blank" rel="ugc" href="mailto:grigory@theartisan.ai">grigory@theartisan.ai</a></p><p>We're excited to see what you create with Artisan XL! Happy art-making!</p>

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