• What Is a Seed in Stable Diffusion XL (SDXL), How to Use It to Create Better AI Images, and Why Is the Seed Important for Creators? (original) (raw)
AI Art Tutorials > What Is a Seed in Stable Diffusion XL (SDXL), How to Use It to Create Better AI Images, and Why Is the Seed Important for Creators?
In a nutshell, a seed is essentially a number corresponding to the image variation for a given prompt and settings. If you don't change the settings, prompt, and seed number, you'll get the same image every time.
By default, the seed is set to -1, meaning it will be chosen randomly. In many services, you may not directly see the value -1; there's often a dropdown allowing the selection of a random seed number. Only when you choose a specific seed does the input field activate for entering or displaying a particular number. However, the seed is always random by default.
This is why, when you click 'Create' for the same settings, you get a different image. There are hundreds of millions of these variations for each prompt, so even if you know my prompt but not the seed number, you'll get a different image variant matching the prompt.
Thanks to this, millions of people worldwide don't generate identical images. Well, sometimes there might be a duplicate if someone happens to draw the same seed.
Any change in the number, even by 1, can result in a completely different image variation.
The seed is always associated with the prompt and settings. If you change the prompt for the same seed number, the image will also change. If you alter the settings, the image will change too.
After generating an image, you can read the seed number used to create it. You can also input it before generating.
Note! Some simple generator services don't display the seed number, and in those cases, it's always random; otherwise, the same image would be generated for the same prompt continuously.
What practical applications can be derived from this knowledge? There are several important and useful uses of using the seed number, and I'll tell you about them today!
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