Quick product snapshot
NMKD Stable Diffusion is a free Windows application by N00MKRAD that lets you run Stable Diffusion locally using your GPU. It’s built to produce images from text prompts or by transforming existing images, and it emphasizes speed and a straightforward user experience.
Core capabilities and tools
- Handles multiple prompts at once, so you can experiment with variations in a single session.
- Loads custom concepts to extend or specialize the model’s outputs.
- Provides instruction-driven editing to refine or change parts of an image.
- Performs image-to-image transformations for style transfer and guided edits.
- Generates images from text prompts (text-to-image) with configurable settings.
- Includes an internal image viewer to preview results without leaving the app.
- Offers face-restoration utilities to improve portrait fidelity.
- Includes upscaling tools to increase output resolution.
- Keeps a history of prompts so you can revisit and reproduce past results.
- Adds several user-experience improvements to streamline workflows.
Privacy, safety, and compatibility
The application scans model files for signs of malware before use and does not transmit your images or prompts to external servers. System requirements and compatibility notes are maintained in the project’s GitHub documentation, and the program is designed to take advantage of a local GPU for faster generation.
Typical uses and community resources
People use NMKD Stable Diffusion for a variety of tasks: concept art, rapid prototyping, texture creation for games, and iterative image editing. If you need help or want to follow development, there is an active Discord community and a public GitHub repository where issues, feature requests, and updates are posted.
Getting started and ongoing development
Follow the GitHub guide for installation steps, driver and dependency requirements, and recommended hardware. The project is under active development, so new features and UX refinements are released over time to improve stability and functionality.
Technical
- Web App
- Full