Model Prompter

Model Prompter is a prompt engineering and API automation tool. It uses blocks to help you design dynamic prompts that can be batched to multiple cloud GPUs.



# Start the app in development mode (hot-code reloading, error reporting, etc.)
npm start

# Build the app for production
npm run build

# Install Stable Diffusion locally (optional)
# See further instructions for your platform:
git submodule update --init --recursive

Setting up GPUs


AUTOMATIC1111’s Stable Diffusion Webgui

AUTOMATIC1111’s UI and server are great companions to Model Prompter, providing upscaling, img2img, and other extras.

  1. Download repositories: git submodule update --init --recursive
  2. cd servers/AUTOMATIC1111/stable-diffusion-webui
  3. Finish setup based on your system. It’s best to just do the manual setup since you’ll need to manually download all the big models anyways:
  4. Go back to the project root and run:

npm run dream-server

npm run dream-server-med

# Edge case for Nvidia 16xx
npm run dream-server-16xx

# 4GB VRAM (slow but will work with enough RAM)
npm run dream-server-low

Dev Notes


  library: {
    // Major changes are not compatible with each other but minor versions are
    version: 1.0,
    currentWorkspace: {/* see workspaces */},
    workspaces: [
        id: '',
        meta: {
          title: '',
          description: '',
        view: {
          scale: 0,
          left: 0,
          top: 0
        frame: {
          scale: 0,
          left: 0,
          top: 0
        toolbox: [],
        workspace: {},
        autosave: {}


View Github