Features

User experience

• Hassle-free installation: Does not require technical knowledge, does not require pre-installed software. Just 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: Add your wn plugins!

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.