Stable Diffusion Prompt Database

Stable Diffusion is an AI image generation model that can create images from text prompts. It has become extremely popular among artists, designers, and creators for its ability to generate high-quality and creative images.

To get the most out of Stable Diffusion, it’s important to provide good prompts. A prompt is the text description you provide to the AI to tell it what kind of image you want it to generate. Prompts allow you to tap into the creative potential of the AI.

Over time, artists and creators have developed prompt databases – collections of great prompts for generating all kinds of images with Stable Diffusion. In this article, we’ll showcase some of the best Stable Diffusion prompt databases and examples.

What Makes a Good Prompt

Before we look at prompt databases, let’s understand what makes an effective prompt:

Detailed Descriptions: Be as detailed as possible when describing the image content, style, composition, etc. This gives the AI more to work with.
Clear Goals: Have a specific end goal for the type of image you want rather than a vague description.
Formatting: Use formatting techniques like parentheses and colons to provide additional guidance to the AI.

Keeping these principles in mind will help you write better prompts and make the most of public prompt databases.

Best Stable Diffusion Prompt Databases

Here are some of the largest and most useful prompt databases for Stable Diffusion:

Stable Diffusion Web

Stable Diffusion Web has over 12 million prompts making it the largest database currently available. The prompts are extracted from images generated by the Lexica Stable Diffusion image finder.

You can browse prompts based on categories or search for specific keywords. Each prompt shows the image that was generated along with metadata like the number of upvotes, downloads, etc.

PromptHero

PromptHero contains a curated database of the best AI prompts for models like Stable Diffusion and DALL-E.

The prompts are ranked based on upvotes from the PromptHero community. You can search prompts or browse by categories like “Best Portraits”, “Best Landscapes”, etc.

In addition to Stable Diffusion, PromptHero also has prompts for other AI models like Midjourney, which makes it quite versatile.

DiffusionDB

DiffusionDB is an open dataset published by Anthropic containing over 14 million text-to-image prompts used to generate images with Stable Diffusion.

It’s one of the largest public prompt datasets available. In addition to the prompts, it also contains metadata like hyperparameters, sampler details, image hashes, etc. This makes it great for training and fine-tuning AI models.

The dataset keeps growing every week with more images and prompts added by the Anthropic team.

Example Stable Diffusion Prompts

Now that you’re familiar with some prompt databases, let’s look at a few example prompts for Stable Diffusion:

Detailed Landscape Prompt

An epic wide landscape photo of a lush green valley with a lake, surrounding snowy mountains, evergreen trees, thin winding path through the valley, dramatic evening golden hour lighting, intricate details, depth of field, 8k resolution

This prompt uses rich descriptive language to depict a detailed landscape scene with specific elements like mountains, lake, lighting conditions, etc.

Stylized Portrait Prompt

A stylized portrait of a wizard with a long white beard and purple robes, intricate Celtic patterns on clothes, holding a wooden staff with a crystal on top, mystical golden particles floating in the air, illustration by Greg Rutkowski and Alphonse Mucha, smooth gradients, sharp focus, cinematic vivid lighting

This prompt generates a portrait with a specific character (wizard), defines the style using artist references, and includes additional elements like particles and lighting to enhance the atmosphere.

Prompt with Guiding Keywords

(masterpiece), (intricate), (elegant), portrait of an elf princess wearing a (flower crown), vibrant green eyes, rosy cheeks, gentle smile, standing in front of a magical portal in a mystical forest glen

This prompt uses keywords like “masterpiece”, “intricate”, “elegant” at the start to guide the AI to generate an exceptional quality image. The rest of the prompt describes the desired scene.

Conclusion

I hope this overview has provided some useful insights into Stable Diffusion prompt databases and given you ideas for writing better prompts.

The key is to be as detailed as possible in describing the image content while also conveying a specific artistic style or goal. Resources like the prompt databases we covered can serve as a treasure trove of inspiration.

With practice, you’ll get better at prompt engineering over time. And great prompts will enable you to unlock the most potential from AI image generation models like Stable Diffusion.