Hi, . The metadata of this model contains several parenthesized words in ss_tag_frequency. In particular, I see "((sky))", "(star)", and "(symbol)" in it. That means, whatever LoRA training tool you have used, that tool didn't understand the parenthesis-syntax for keyword emphasis, and it treated the parentheses as parts of the tags. I believe that's not what you intended. In future LoRA training, I'd like to suggest you either to stop using parentheses for emphasis in your captions or to turn on the option to enable parenthesis-syntax. (In the original kohya_ss training tool, you can enable the feature by adding "--weighted_captions" in the command line. Other tools will have their own way to enable it.) Hope this note helps.