Stable Diffusion Prompt Improver

Stable Diffusion is a powerful AI system for generating realistic images from text prompts. Crafting effective prompts is key to getting good results from Stable Diffusion. A well-structured prompt provides sufficient context and direction while allowing room for creativity.

This article provides prompt examples and formatting tips to help you get the most out of Stable Diffusion.

Prompt Structure

A Stable Diffusion prompt typically contains the following elements:

Subject and Medium

Specify the main subject matter and medium, for example:

  • A painting of a cat
  • A 3D rendering of a robot

Style and Details

Add stylistic elements and descriptive details, for example:

  • In the style of a Renaissance oil painting
  • Sitting in a sunny meadow filled with yellow flowers

Guiding Artists or References

You can guide the output style by specifying a particular artist, art movement, or sample image. For example:

  • In the style of Claude Monet
  • Inspired by The Great Wave off Kanagawa
  • Resembling the sample image: [sample.jpg]

Technical Details

Include any desired technical specifics related to medium, format, etc:

  • Digital art in 4K resolution
  • A vector graphic with smooth lines

Example Prompts

Here are some full prompt examples for Stable Diffusion:

Landscape Painting

An oil painting of a vast mountain landscape in the American west by Albert Bierstadt, very detailed and photorealistic, 8k resolution

Fashion Model Portrait

A high resolution digital portrait of a beautiful young fashion model wearing bright red lipstick, soft lighting, by Annie Leibovitz 

Fantasy Character

A stylized 3D rendering of an elf ranger adventurer, intricate armor, holding a magic bow, vibrant purple and green light rays, by Greg Rutkowski and Alphonse Mucha, Unreal Engine 5, 8k

Helpful Prompt Writing Tips

Here are some tips for writing effective Stable Diffusion prompts:

  • Be as specific as possible about the subject matter, style, and details
  • Use multiple descriptive terms for important elements
  • Specify an exemplar artist, art movement, or sample image when possible
  • Include technical details like resolution and format
  • Try out different prompt phrasings and syntaxes
  • Start simple and add complexity gradually

Prompt Engineering Resources

Here are some helpful sites for learning more about crafting Stable Diffusion prompts:

With practice and experimentation, you can learn to write prompts that produce impressive, creative images with Stable Diffusion. Use these examples and tips as a starting point for honing your prompt engineering skills.