Looner_Concept_Lora_SDXL_Experimental_Rank_2

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

<!-- Provide a quick summary of what the model is/does. -->

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

<!-- This section is meant to convey both technical and sociotechnical limitations. -->

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

Recommendations

<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->

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