So basically, it's a text improvement LoRA, but it also acts as an aesthetics enhancement LoRA (which was unintended, but still welcome). Beta version.

How to use:

• There are three main trigger words: "speech bubble", "text", and "snapchat".

• While the first two are self-explanatory, "snapchat" adds a Snapchat-like semi- bar with text on it.

• The basic pattern is: {trigger word} "words words words".

• You can also use [n] in some cases to create a speech bubble or a string of text (Unstable!).

• Just look at the prompts in the example images :3

• You can also use this lora without any trigger words, just for an aesthetics enhancements.

Train info:

• 15 epochs, 2925 steps

• Dataset: ~400 imgs, manually captioned text, WD3 Large for tags

• Batch size 2, gradient acc 4, keep tags 5, shuffle the rest, no dropout, TE was NOT trained.

• Resolutions = [768, 1024, 1280, 1536]

• Trained on WSL2, RTX 5060 Ti 16gb for ~16 hrs.

I want to continue working on this LoRA; however, captioning the text by hand is a huge pain in the .