README.md

metadata

license: apache-2.0
datasets:
  - YuLexuan30/looner_dataset
tags:
  - looner,
  - balloon_pop

◄Experimental► Looner concept for SDXL (V0.1)

This is an attempt to train a new concept using SDXL. A 3000-step lora was trained at rank 2 and alpha 0.5 in an attempt to minimise style transfer, yet the model requires very high stregth to work (>0.9), taking a hit in quality Model was trained on a single caption, "a person is blowing a large balloon". Further experimentation using other captioning methods and different rank/alpha values are underway.

Bias, Risks, and Limitations

The model cannot reproduce the concept accurately Due to high lora strength, even at rank 2, style transfer occurs.

Recommendations

Model should be loaded at clip skip 1 and stregth above 0.8 on most checkpoints.