base on Easiest 1-click way to create beautiful artwork on your PC using AI, with no tech knowledge. Provides a browser UI for generating images from text prompts and images. Just enter your text prompt, and see the generated image. # Easy Diffusion 3.0 ### The easiest way to install and use [Stable Diffusion](https://github.com/CompVis/stable-diffusion) on your computer. Does not require technical knowledge, does not require pre-installed software. 1-click install, powerful features, friendly community. ️‍🔥🎉 **New!** Support for SDXL, ControlNet, multiple LoRA files, embeddings (and a lot more) have been added! [Installation guide](#installation) | [Troubleshooting guide](https://github.com/easydiffusion/easydiffusion/wiki/Troubleshooting) | [User guide](https://github.com/easydiffusion/easydiffusion/wiki) | _{[](https://discord.com/invite/u9yhsFmEkB)} ^{(for support queries, and development discussions)} ---  # Installation Click the download button for your operating system: <p float="left"> <a href="https://github.com/cmdr2/stable-diffusion-ui/releases/latest/download/Easy-Diffusion-Linux.zip"><img src="https://github.com/cmdr2/stable-diffusion-ui/raw/main/media/download-linux.png" width="200" /></a> <a href="https://github.com/cmdr2/stable-diffusion-ui/releases/latest/download/Easy-Diffusion-Mac.zip"><img src="https://github.com/cmdr2/stable-diffusion-ui/raw/main/media/download-mac.png" width="200" /></a> <a href="https://github.com/cmdr2/stable-diffusion-ui/releases/latest/download/Easy-Diffusion-Windows.exe"><img src="https://github.com/cmdr2/stable-diffusion-ui/raw/main/media/download-win.png" width="200" /></a> </p> **Hardware requirements:** - **Windows:** NVIDIA graphics card¹ (minimum 2 GB RAM), or run on your CPU. - **Linux:** NVIDIA¹ or AMD² graphics card (minimum 2 GB RAM), or run on your CPU. - **Mac:** M1 or M2, or run on your CPU. - Minimum 8 GB of system RAM. - Atleast 25 GB of space on the hard disk. ¹) [CUDA Compute capability](https://en.wikipedia.org/wiki/CUDA#GPUs_supported) level of 3.7 or higher required. ²) ROCm 5.2 support required. The installer will take care of whatever is needed. If you face any problems, you can join the friendly [Discord community](https://discord.com/invite/u9yhsFmEkB) and ask for assistance. ## On Windows: 1. Run the downloaded `Easy-Diffusion-Windows.exe` file. 2. Run `Easy Diffusion` once the installation finishes. You can also start from your Start Menu, or from your desktop (if you created a shortcut). If Windows SmartScreen prevents you from running the program click `More info` and then `Run anyway`. **Tip:** On Windows 10, please install at the top level in your drive, e.g. `C:\EasyDiffusion` or `D:\EasyDiffusion`. This will avoid a common problem with Windows 10 (file path length limits). ## On Linux/Mac: 1. Unzip/extract the folder `easy-diffusion` which should be in your downloads folder, unless you changed your default downloads destination. 2. Open a terminal window, and navigate to the `easy-diffusion` directory. 3. Run `./start.sh` (or `bash start.sh`) in a terminal. # To remove/uninstall: Just delete the `EasyDiffusion` folder to uninstall all the downloaded packages. ---- # Easy for new users, powerful features for advanced users ## Features: ### User experience - **Hassle-free installation**: Does not require technical knowledge, does not require pre-installed software. Just download and run! - **Clutter-free UI**: A friendly and simple UI, while providing a lot of powerful features. - **Task Queue**: Queue up all your ideas, without waiting for the current task to finish. - **Intelligent Model Detection**: Automatically figures out the YAML config file to use for the chosen model (via a models database). - **Live Preview**: See the image as the AI is drawing it. - **Image Modifiers**: A library of *modifier tags* like *"Realistic"*, *"Pencil Sketch"*, *"ArtStation"* etc. Experiment with various styles quickly. - **Multiple Prompts File**: Queue multiple prompts by entering one prompt per line, or by running a text file. - **Save generated images to disk**: Save your images to your PC! - **UI Themes**: Customize the program to your liking. - **Searchable models dropdown**: organize your models into sub-folders, and search through them in the UI. ### Powerful image generation - **Supports**: "*Text to Image*", "*Image to Image*" and "*InPainting*" - **ControlNet**: For advanced control over the image, e.g. by setting the pose or drawing the outline for the AI to fill in. - **16 Samplers**: `PLMS`, `DDIM`, `DEIS`, `Heun`, `Euler`, `Euler Ancestral`, `DPM2`, `DPM2 Ancestral`, `LMS`, `DPM Solver`, `DPM++ 2s Ancestral`, `DPM++ 2m`, `DPM++ 2m SDE`, `DPM++ SDE`, `DDPM`, `UniPC`. - **Stable Diffusion XL and 2.1**: Generate higher-quality images using the latest Stable Diffusion XL models. - **Textual Inversion Embeddings**: For guiding the AI strongly towards a particular concept. - **Simple Drawing Tool**: Draw basic images to guide the AI, without needing an external drawing program. - **Face Correction (GFPGAN)** - **Upscaling (RealESRGAN)** - **Loopback**: Use the output image as the input image for the next image task. - **Negative Prompt**: Specify aspects of the image to *remove*. - **Attention/Emphasis**: `+` in the prompt increases the model's attention to enclosed words, and `-` decreases it. E.g. `apple++ falling from a tree`. - **Weighted Prompts**: Use weights for specific words in your prompt to change their importance, e.g. `(red)2.4 (dragon)1.2`. - **Prompt Matrix**: Quickly create multiple variations of your prompt, e.g. `a photograph of an astronaut riding a horse | illustration | cinematic lighting`. - **Prompt Set**: Quickly create multiple variations of your prompt, e.g. `a photograph of an astronaut on the {moon,earth}` - **1-click Upscale/Face Correction**: Upscale or correct an image after it has been generated. - **Make Similar Images**: Click to generate multiple variations of a generated image. - **NSFW Setting**: A setting in the UI to control *NSFW content*. - **JPEG/PNG/WEBP output**: Multiple file formats. ### Advanced features - **Custom Models**: Use your own `.ckpt` or `.safetensors` file, by placing it inside the `models/stable-diffusion` folder! - **Stable Diffusion XL and 2.1 support** - **Merge Models** - **Use custom VAE models** - **Textual Inversion Embeddings** - **ControlNet** - **Use custom GFPGAN models** - **UI Plugins**: Choose from a growing list of [community-generated UI plugins](https://github.com/easydiffusion/easydiffusion/wiki/UI-Plugins), or write your own plugin to add features to the project! ### Performance and security - **Fast**: Creates a 512x512 image with euler_a in 5 seconds, on an NVIDIA 3060 12GB. - **Low Memory Usage**: Create 512x512 images with less than 2 GB of GPU RAM, and 768x768 images with less than 3 GB of GPU RAM! - **Use CPU setting**: If you don't have a compatible graphics card, but still want to run it on your CPU. - **Multi-GPU support**: Automatically spreads your tasks across multiple GPUs (if available), for faster performance! - **Auto scan for malicious models**: Uses picklescan to prevent malicious models. - **Safetensors support**: Support loading models in the safetensor format, for improved safety. - **Auto-updater**: Gets you the latest improvements and bug-fixes to a rapidly evolving project. - **Developer Console**: A developer-mode for those who want to modify their Stable Diffusion code, modify packages, and edit the conda environment. **(and a lot more)** ---- ## Easy for new users, powerful features for advanced users:  ## Task Queue  ---- # How to use? Please refer to our [guide](https://github.com/easydiffusion/easydiffusion/wiki/How-to-Use) to understand how to use the features in this UI. # Bugs reports and code contributions welcome If there are any problems or suggestions, please feel free to ask on the [discord server](https://discord.com/invite/u9yhsFmEkB) or [file an issue](https://github.com/easydiffusion/easydiffusion/issues). If you have any code contributions in mind, please feel free to say Hi to us on the [discord server](https://discord.com/invite/u9yhsFmEkB). We use the Discord server for development-related discussions, and for helping users. # Credits * Stable Diffusion: https://github.com/Stability-AI/stablediffusion * CodeFormer: https://github.com/sczhou/CodeFormer (license: https://github.com/sczhou/CodeFormer/blob/master/LICENSE) * GFPGAN: https://github.com/TencentARC/GFPGAN * RealESRGAN: https://github.com/xinntao/Real-ESRGAN * k-diffusion: https://github.com/crowsonkb/k-diffusion * Code contributors and artists on the cmdr2 UI: https://github.com/cmdr2/stable-diffusion-ui and Discord (https://discord.com/invite/u9yhsFmEkB) * Lots of contributors on the internet # Disclaimer The authors of this project are not responsible for any content generated using this interface. The license of this software forbids you from sharing any content that: - Violates any laws. - Produces any harm to a person or persons. - Disseminates (spreads) any personal information that would be meant for harm. - Spreads misinformation. - Target vulnerable groups. For the full list of restrictions please read [the License](LICENSE). You agree to these terms by using this software. ", Assign "at most 3 tags" to the expected json: {"id":"1848","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"