SuperPrompter is a Python-based application that utilises the SuperPrompt-v1 model to generate optimised text prompts for AI/LLM image generation (for use with Stable Diffusion etc…) from user prompts.

See Brian Fitzgerald’s Blog for a detailed explanation of the SuperPrompt-v1 model and its capabilities / limitations.

Features

Utilises the SuperPrompt-v1 model for text generation.
A basic (aka ugly) graphical user interface built with tkinter.
Customisable generation parameters (max new tokens, repetition penalty, temperature, top p, top k, seed).
Optional logging of input parameters and generated outputs.
Bundling options to include or exclude pre-downloaded model files.
Unloads the models when the application is idle to free up memory.

Prebuilt Binaries
Check releases page to see if there are any prebuilt binaries available for your platform.

Sam McLeod

SuperPrompter is an open-source Python desktop application that uses the SuperPrompt-v1 model to enhance and optimize text prompts for AI image generation tools like Stable Diffusion. It features a tkinter-based GUI with customizable generation parameters (temperature, top-p, top-k, repetition penalty, seed), optional logging, and can be bundled into a standalone executable via PyInstaller. Prebuilt binaries are available, and the project is MIT-licensed on GitHub.

SuperPrompter - Supercharge your text prompts for AI/LLM image generation