I decided to make this LoRA both as a test of a scraping script and an examination of a different way of training.
Usage:
As with most character LoRAs, a strength of 1 works best.
Be specific with the clothing you are looking for, otherwise, you will just get something revealing.
The keyword smiling
tends to give the best faces.
It works best on realism models, but can even work decent on others like Dreamshaper.
Some quick notes on the training:
I used full BF16 training, my usual precision.
I used WD14 captioning which performed a lot better than BLIP in my opinion.
Trained at 1080x1080, but I probably could have pushed it further.
It seems to have a preference for more vertical images because of the dataset.
I believe it is because of the captioning method, but it took a network rank of 128 to get the face right. Otherwise, the LoRA was just getting from the neck down decent.
Perhaps this is a clothing LoRA as well given generic tags? Curious to see what could be done with this tidbit.
Once again, this was created as a test. It's not the greatest character LoRA I have ever made, and didn't really take much effort to make. But that's the point of this little experiment. It does, however, produce some good results with a little experimenting.