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README.md
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README.md
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# Easy for new users, powerful features for advanced users
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## Features:
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### User experience
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- **Hassle-free installation** - No Dependencies or Technical Knowledge Required. 1-click install for Windows 10/11 and Linux. *No dependencies*, no need for WSL or Docker or Conda or technical setup. Just download and run!
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- **Hassle-free installation**: No Dependencies or Technical Knowledge Required. 1-click install for Windows 10/11 and Linux. *No dependencies*, no need for WSL or Docker or Conda or technical setup. Just download and run!
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- **Clutter-free UI**: a friendly and simple UI, while providing a lot of powerful features
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### Image generation
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- **Face Correction (GFPGAN) and Upscaling (RealESRGAN)**
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- **Loopback**: Use the output image as the input image for the next img2img task
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- **Negative Prompt**: Specify aspects of the image to *remove*.
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- **Attention/Emphasis:** () in the prompt increases the model's attention to enclosed words, and [] decreases it
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- **Weighted Prompts:** Use weights for specific words in your prompt to change their importance, e.g. `red:2.4 dragon:1.2`
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- **Prompt Matrix:** (in beta) Quickly create multiple variations of your prompt, e.g. `a photograph of an astronaut riding a horse | illustration | cinematic lighting`
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- **Attention/Emphasis**: () in the prompt increases the model's attention to enclosed words, and [] decreases it
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- **Weighted Prompts**: Use weights for specific words in your prompt to change their importance, e.g. `red:2.4 dragon:1.2`
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- **Prompt Matrix**: (in beta) Quickly create multiple variations of your prompt, e.g. `a photograph of an astronaut riding a horse | illustration | cinematic lighting`
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- **Lots of Samplers:** ddim, plms, heun, euler, euler_a, dpm2, dpm2_a, lms
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- **NSFW Setting**: A setting in the UI to control *NSFW content*
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- **JPEG/PNG output**
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### Advanced features
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- **Custom Models**: Use your own `.ckpt` file, by placing it inside the `models/stable-diffusion` folder!
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- **Stable Diffusion 2.0 support (experimental)** - available in beta channel
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- **Stable Diffusion 2.0 support (experimental)**: available in beta channel
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- **Use custom VAE models**
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- **Use pre-trained Hypernetworks**
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- **UI Plugins**: Choose from a growing list of [community-generated UI plugins](https://github.com/cmdr2/stable-diffusion-ui/wiki/UI-Plugins), or write your own plugin to add features to the project!
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### Performance and security
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- **Low Memory Usage**: Creates 512x512 images with less than 4GB of GPU RAM!
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- **Multi-GPU support** - automatically spreads your tasks across multiple GPUs (if available), for faster performance!
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- **Auto scan for malicious models** - uses picklescan to prevent malicious models
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- **Use CPU setting**: If you don't have a compatible graphics card, but still want to run it on your CPU.
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- **Multi-GPU support**: automatically spreads your tasks across multiple GPUs (if available), for faster performance!
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- **Auto scan for malicious models**: uses picklescan to prevent malicious models
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- **Safetensors support**: Support loading models in the safetensor format, for improved safety
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- **Auto-updater**: Gets you the latest improvements and bug-fixes to a rapidly evolving project.
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- **Developer Console**: A developer-mode for those who want to modify their Stable Diffusion code, and edit the conda environment.
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- **Image Modifiers**: A library of *modifier tags* like *"Realistic"*, *"Pencil Sketch"*, *"ArtStation"* etc. Experiment with various styles quickly.
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- **Multiple Prompts File:** Queue multiple prompts by entering one prompt per line, or by running a text file
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- **Save generated images to disk**
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- **UI Themes**
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*(and lots more)*
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