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| title: stable-diffusion-3 | |
| app_file: SD3.py | |
| sdk: gradio | |
| sdk_version: 4.26.0 | |
| # Stable Diffusion 3 Text-to-Image Generator | |
| This is a Python application that utilizes the Stable Diffusion 3 model to generate images from textual prompts. It provides a user-friendly interface built with Gradio, allowing users to enter a prompt, select a model, and choose an aspect ratio to generate an image. | |
| ## Requirements | |
| To run this application, you need to have the following dependencies installed: | |
| - requests | |
| - requests-toolbelt | |
| - gradio | |
| You can install these dependencies by running the following command: | |
| ```bash | |
| pip install -r requirements.txt | |
| ``` | |
| ## Usage | |
| 1. Clone this repository to your local machine. | |
| 2. Install the required dependencies using the command mentioned above. | |
| 3. Replace the `api_key` variable in the `SD3.py` file with your actual Stability AI API key. | |
| 4. Run the `SD3.py` script using the following command: | |
| ```bash | |
| python SD3.py | |
| ``` | |
| 5. The application will launch in your default web browser. | |
| 6. Enter a text prompt describing the image you want to generate. | |
| 7. Select the desired model (either "sd3" or "sd3-turbo"). | |
| 8. Choose the aspect ratio for the generated image. | |
| 9. Click the "Submit" button to generate the image. | |
| 10. The generated image will be displayed on the screen. | |
| ## About Stable Diffusion 3 | |
| Stable Diffusion 3 is a state-of-the-art text-to-image generation model developed by Stability AI. It is capable of generating high-quality images from textual descriptions, allowing users to create visual content based on their imagination. | |
| The model has been trained on a vast dataset of image-text pairs, enabling it to understand and generate images across a wide range of domains and styles. It uses a diffusion-based approach to iteratively refine the generated image, resulting in highly detailed and coherent visual outputs. | |
| Stable Diffusion 3 offers two variants: "sd3" and "sd3-turbo". The "sd3" model is the standard version, while "sd3-turbo" is a more powerful and computationally intensive variant that can generate even higher-quality images. | |
| ## Acknowledgements | |
| This application is built using the Stability AI API and the Gradio library. We would like to thank the developers and contributors of these projects for their excellent work. | |
| ## License | |
| This project is licensed under the [MIT License](LICENSE). |