lora-training / seia /README.md
khanon's picture
updates Seia README
ad9607a
|
raw
history blame
2.44 kB
# Yurizono Seia (Blue Archive)
百合園セイア (ブルーアーカイブ) / 유리조노 세이아 (블루 아카이브) / 百合園圣娅 (碧蓝档案)
[**Download here.**](https://huggingface.co/khanon/lora-training/blob/main/seia/chara-seia-v1b.safetensors)
## Table of Contents
- [Preview](#preview)
- [Usage](#usage)
- [Training](#training)
- [Revisions](#revisions)
## Preview
![Seia portrait](chara-seia-v1.png)
![Seia preview 1](example-001-DefmixRed-v1b.png)
![Seia preview 2](example-003-DefmixRed-v1b.png)
## Usage
Use any or all of the following tags to summon Arona: `seia, 1girl, fox ears, parted bangs, halo, multicolored eyes, flower wreath, blonde hair`
For her normal outfit: `white dress, sleeveless dress, blue necktie, sleeves past wrists, sleeves past fingers, detached sleeves, white pantyhose, high heels`
- Her dress was also tagged with `collared dress` and `frilled dress` if those elements were visible.
- Choose `sleeves past wrists` or `sleeves past fingers` depending on whether her fingers should be visible.
- Negative prompt `detached sleeves` for alternative outfits where she should not be wearing the dress.
For her expressions: `expressionless` / `light smile` / `parted lips`
- Use `half-closed eyes`, `sleepy` or `tareme` if her eyes are too wide.
## Training
*Exact parameters are provided in the accompanying JSON files.*
- Trained on a set of 96 images.
- 13 repeats
- 3 batch size, 4 epochs
- `(96 * 13) / 3 * 4` = 1664 steps
- Initially tagged with WD1.4 swin-v2 model. Tags pruned/edited for consistency.
- `constant_with_warmup` scheduler
- 1.5e-5 text encoder LR
- 1.5e-4 unet LR
- 1e-5 optimizer LR
- Used network_dimension 128 (same as usual) / network alpha 128 (default)
- Resized to 32 after training
- Training resolution 832x832.
- Trained without VAE.
- [Dataset can be found on the mega.co.nz repository.](https://mega.nz/folder/SupXFCiC#C992OYnVa8svZt3PdUObww)
## Revisions
- v1b (2023-02-12)
- Resized v1 from network rank 128 >>> 32. This has no negative impact on image quality/coherency, and provides these advantages:
- Reduced LoRA file size from 144mb to 36mb
- Slightly reduced overfitting on training data
- Less darkening/vignetting of backgrounds
- Improved color saturation
- Halo is a bit more consistent
- Seia's hair gets confused with details on her clothing less frequently
- v1 (2023-02-12)
- Initial release.