left: with embedding - right: with the word "box_tie" /without embedding.
The Boxtie (Danbooru: Box_Tie) often is a concept that triggers Boxes/Crates or Ties/Bows due to CLIP-Pollution. This Embedding has a single Vector merged of the three Vectors of "Box_Tie", circumventing that problem. It will not work wonders and still needs tinkering (like appending arms_behind_back or describing tags, but at least it gives a chance to activate the concept without the pollution. It comes in three strengthes, where "more is not always better", but in my testing one of them did the trick. Let yourself inspire by the example picture.
If there are enough requests, I could write an article explaining this phenomenon - but probably it's too... specific anyways.
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Comments (4)
Looks like good work, thanks for creating this.
And I am quite interested in the article write-up you mention, please do!
BTW, I'm gonna have to go experiment later when I have time: your notes here imply that "boxtie" works but with concept pollution, but I've long thought it just isn't a tag recognized by StableDiffusion -- I used to prompt for it a lot, and it never worked without additional tags like rope bondage to complement it. Did I just have bad luck in seeds or smth?
@ravemry9 I honestly don't know. Stable Diffusion has a lot of hidden content, that is overshadowed by other concepts that are activated at the same time. One would need to test other checkpoints to decide wether it was there all the time, or wether it is something that was molded in on the last merges I guess.
An other example is the one_bar_prison... I think I will make another cheap trick Embedding to make it appear next ;) If you get a nice Picture during your tests, one that will not lead to termination of your account, maybe post it? Good luck!
@maybellesun Yeah, makes sense.
If I find something worthwhile in my experiments, I will post it, thanks.
I'm looking forward to whatever else you create -- one_bar_prison sounds fun :-)