RDBT | MOSS

RDBT | MOSS

Finetuned LoRA from a personal all-in-one dataset, mainly for digital art and drawings, focusing on lighting, textures. Covered from wallpaper level digital art, to 5-min sketch

LoRA is trained against MOSS base (not sft). Cover images are also from MOSS base. It works on SFT, but you might need to lower the strength.

Dataset contains ~2k images, handpicked by professional amateur artists. The criteria for evaluation are not visual appeal, but the drawing technique and the level of completion.

There is no trigger words or style tags. All images are captioned by LLM. I'm too lazy to classify them. (Most of the style can't be classified in just few words tbh. It's hard to describe art.). So I used high caption drop rate hoping the model can guide itself from it's high noise steps.

Still testing. Styles seem to be messed up all together. E.g. "painting". I might need to change the way to caption, or just train dedicated LoRAs.

FAQs

Okay, but you still haven't mentioned what LoRA can actually do

AI only mimics the training dataset (unless RL, that's different topic). So there is no such thing called "LoRA functionality". If you really want a straight answer:

• You can use it as a "regulator/stabilizer/detailer/whatever" LoRA with strength (0.2~0.5). It might alleviate the overfitting from other style LoRAs.

• Or higher strength if you want some spicy visual effects. (I use it at full strength with my other style LoRAs)

Versions:

v0.1: This is a test run.

Sharing merges using this model is not allowed. This "restriction" won't affect anyone. It's only aimed at those who steal others' models to sell.