Stable Diffusion

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How do you guys write your prompt enhancers? (lemmy.dbzer0.com)

submitted 1 year ago by SpringStorm@lemmy.dbzer0.com to c/stable_diffusion@lemmy.dbzer0.com

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Do you keep it simple? Just long enough? Go wild with it? How about embeddings, do you also use them?

The more I learn about this, the more I don't understand it. Outside of some basic enhancers (masterpiece, best quality, worst quality, and bad anatomy/hands etc. if I'm generating a human), I don't see any big improvements. Every combination gives different result; some look better, some look worse depending on the seed, sampler, etc. It's basically a matter of taste. Note that I only do illustrations/paintings so the differences might not be much. Do you keep tweaking your prompts or just settle with the prompts you've been using?

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[–] Shiimiish@lm.ainyataovi.net 5 points 1 year ago (1 children)

When I started I was just copying from online galleries like Civitai or Leonardo.ai, which gave me noticeable better images than what I have came up with myself before. However, it seemed to me that many of these images may also just have copied prompts without understanding what's really going on with them and I started to experiment for myself.

What I will do right now is to build my images "from ground up" starting with super basic prompts like "a house on a lake" and work from there. First adding descriptions to get the image composition right, then work in the style I'm looking for (photography, digital artwork, cartoon, 3D render, ...). Then I will work in enhancers and see what they change. I found that one has to be patient, only change one thing at a time and always do a couple of images (at least a batch of 8) to see if and what the changes are.

So, I still comb though image galleries for inspiration in prompting, but I will now most of the time just pick one keyword or enhancer and see what it does to my own images.

It is a long process that requires many iterations, but I find it really enjoyable.

[–] SpringStorm@lemmy.dbzer0.com 1 points 1 year ago

However, it seemed to me that many of these images may also just have copied prompts without understanding what’s really going on with them and I started to experiment for myself.

I thought the same. Some of the prompts are either conflicted or just unrelated. I've been playing around with less prompts too. Not an easy task since most of the time there's no good or bad changes, just different style and taste.