Investigating Prompt Engineering in Diffusion Models
44 Citations•2022•
Sam Witteveen, Martin Andrews
ArXiv
Techniques for measuring the effect that specific words and phrases in prompts have, and guidance on the selection of prompts to produce desired effects are presented.
Abstract
With the spread of the use of Text2Img diffusion models such as DALL-E 2, Imagen, Mid Journey and Stable Diffusion, one challenge that artists face is selecting the right prompts to achieve the desired artistic output. We present techniques for measuring the effect that specific words and phrases in prompts have, and (in the Appendix) present guidance on the selection of prompts to produce desired effects.