PUMPG - MidJourney Prompt Generator vs mo-di-diffusion on Hugging Face

PUMPG is a free Midjourney prompt builder that turns dropdown selections and text fields into copy-ready prompts with the right parameters attached. You describe your main idea, pick model version, aspect ratio, stylize, chaos, and style filters, then copy the assembled string into Discord or the Midjourney web app.

Writing Midjourney prompts from memory means constantly looking up which versions accept --sref or what chaos values do. PUMPG lays out every parameter with tooltips and adds browsable style filters across architecture, art, characters, nature, and photography categories, so you build prompts visually instead of memorizing syntax.

PUMPG fits Midjourney users who want faster iteration without re-reading the docs for every flag. Advanced settings cover style references, character references, seed, speed, quality, stop, repeat, tile, and video output. A free login is required to continue using the tool.

mo-di-diffusion is a fine-tuned Stable Diffusion 1.5 checkpoint on Hugging Face that renders characters and scenes in a modern animated-film look. Creator nitrosocke trained it on screenshots from a popular animation studio using DreamBooth with prior-preservation loss and text-encoder training over 9,000 steps. Add the token modern disney style to your prompt to trigger the aesthetic.

General SD 1.5 checkpoints aim for photorealism or broad illustration styles. mo-di-diffusion narrows hard on that glossy character-animation look, which is why sample prompts for game heroes, animals, and landscapes all lean cinematic rather than photographic. The weights load through the standard Diffusers StableDiffusionPipeline, so you can run it locally, in Colab, or inside Hugging Face Spaces without a proprietary API.

Artists, hobbyists, and developers experimenting with character concepts use mo-di-diffusion when they want Disney-adjacent renders without commissioning custom model training. The model card ships Python sample code, links to Gradio demos, and notes ONNX, MPS, and FLAX export options. It is free to download under the CreativeML OpenRAIL-M license with commercial use allowed subject to the license harm restrictions.