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README.md

Easy Diffusion 2.5

The easiest way to install and use Stable Diffusion on Akash!

Easy for new users:

Screenshot of the initial UI

Powerful features for advanced users:

Screenshot of advanced settings

Live Preview

Useful for judging (and stopping) an image quickly, without waiting for it to finish rendering.

live-512

Task Queue

Screenshot of task queue

System Requirements

  1. Windows 10/11, or Linux. Experimental support for Mac is coming soon.
  2. An NVIDIA graphics card, preferably with 4GB or more of VRAM. If you don't have a compatible graphics card, it'll automatically run in the slower "CPU Mode".
  3. Minimum 8 GB of RAM and 25GB of disk space.

You don't need to install or struggle with Python, Anaconda, Docker etc. The installer will take care of whatever is needed.

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.

Image generation

  • Supports: "Text to Image" and "Image to Image".
  • 19 Samplers: ddim, plms, heun, euler, euler_a, dpm2, dpm2_a, lms, dpm_solver_stability, dpmpp_2s_a, dpmpp_2m, dpmpp_sde, dpm_fast, dpm_adaptive, unipc_snr, unipc_tu, unipc_tq, unipc_snr_2, unipc_tu_2.
  • In-Painting: Specify areas of your image to paint into.
  • 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 img2img 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.
  • 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.
  • 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 2.1 support
  • Merge Models
  • Use custom VAE models
  • Use pre-trained Hypernetworks
  • Use custom GFPGAN models
  • UI Plugins: Choose from a growing list of community-generated 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 3 GB of GPU RAM, and 768x768 images with less than 4 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, and edit the conda environment.

(and a lot more)

How to use?

Please refer to our guide 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 or file an issue.

We could really use help on these aspects (click to view tasks that need your help):

If you have any code contributions in mind, please feel free to say Hi to us on the discord server. We use the Discord server for development-related discussions, and for helping users.

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. You agree to these terms by using this software.