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README.md
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# Stable-Diffusion-XL-Base-1.0
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## Model Description
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**Stable Diffusion XL Base 1.0 (SDXL 1.0)** is a foundation text-to-image model released by Stability AI.
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It is the flagship successor to Stable Diffusion 2.1, designed for photorealism, artistic flexibility, and high-resolution generation.
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SDXL 1.0 is a latent diffusion model trained on a broad dataset of images and captions. Compared to prior versions, it improves prompt alignment, visual coherence, and output quality, especially in complex scenes and detailed compositions.
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## Features
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- **High fidelity image generation**: sharper details and improved realism.
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- **Flexible style range**: from photorealistic renders to artistic illustration.
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- **Better prompt alignment**: improved understanding of nuanced or multi-concept prompts.
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- **High resolution support**: natively trained for 1024×1024 images.
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- **Compositional strength**: more accurate handling of multiple subjects and fine object placement.
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## Use Cases
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- Creative content generation (illustrations, art, concept design)
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- Product mockups and marketing visuals
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- Character and environment ideation
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- Storyboarding and visual storytelling
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- Research in generative imaging
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## Inputs and Outputs
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**Input**:
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- Text prompts (descriptions, concepts, artistic directions)
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- Optional negative prompts to avoid undesired elements
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**Output**:
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- Generated image(s) matching the prompt
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- Default resolution: 1024×1024 pixels
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## License
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- Licensed under: [CreativeML Open RAIL++-M License](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/blob/main/LICENSE)
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## References
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- Model card: [https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0)
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