Updated: Oct 31, 2025
style
Stabilizer for RouWei
I see tails, everywhere.
Note: All cover images are raw output from the model, 1MP resolution, no upscale, no hands/faces inpainting fixes, even no negative prompt.
What is this
Stabilizer is a tiny finetune LoRA with ~7k hand-picked images:
Photographs, digital arts, anime images, space images ... everything I can come up with. Many specialized sub datasets, such as close-up clothing, hands, complex ambient lighting ...
Only high resolution images with finest details. The whole dataset avg pixels is 3.37 MP, ~1800x1800. Every image is hand-picked by me.
Comprehensive natural language captions from Google LLM.
Anime characters are tagged by wd tagger v3 first and then refined to natural language by Google LLM.
Effect:
Better backgrounds, natural textures, lighting, and less noise.
Maybe slightly better creativity and prompt following
Note:
It only patches U-Net. Does not patch text encoder.
How to use
Version prefix:
epv080b: (Recommend) Trained on RouWei epsilon v0.8.0 base (pretrained version in author's hf repo).
vpv080: (Test version) Trained on RouWei v-pred v0.8.0. High contrast, but less details.
Note:
epsilon version is much easier to use. It's just normal good old SDXL that has already been supported by all software.
v-pred version requires specific parameters and settings, see RouWei main page for more info.
RouWei is based on illustrious v0.1, so it supports most illustrious LoRAs.
Update logs
(8/3/2025) v080epb v0.5
Same as v0.3, but lower contrast for more stable and natural images.
(7/25/2025) v080epb v0.3
This is all most a full training on the "v0.8 epsilon base".
(7/24/2025) v080vp v0.1
Initial release. Let's see what we got.
The training strategy is very conservative. So it won't bring big changes to images. Most of the time it needs strength > 0.8.
Feedback is welcomed.