lora-training / kazusa /README.md
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Kyoyama Kazusa (Blue Archive)

杏山カズサ (ブルーアーカイブ) / 쿄야마 카즈사 (블루 아카이브) / 杏山和纱 (碧蓝档案)

Download here.

Table of Contents

Preview

Kazusa preview 1 Kazusa preview 2 Kazusa preview 3 Kazusa preview 4 Kazusa preview 6

Usage

  • Use any or all of the following tags to summon Kazusa: kazusa, 1girl, animal ears, colored inner hair, halo, short hair
  • For her normal outfit: black choker, black jacket, black pantyhose, green sailor collar, hooded jacket, white skirt, miniskirt, hairclip, pink neckerchief, school uniform, sneakers
    • For a closed jacket, you might need to add open jacket, white shirt to the negative prompt.
    • For raised hood: hood up
  • For her "trying to look cool" expression: expressionless, blush, sweatdrop, v-shaped eyebrows, embarrassed
    • For selfies: selfie, (reaching towards viewer:1.2)
  • For eating: eating, :t, holding food, food on face
  • Accessories: macaron, cake, fork

Training

Exact parameters are provided in the accompanying JSON files.

  • Trained on a set of 280 images.
    • 7 repeats
    • 3 batch size, 4 epochs
    • (280 * 7) / 3 * 4 = 2614 steps
    • Kazusa has a lot of good art so her dataset is much larger than usual. This seems to have let me train for longer without overfitting.
  • 0.08 loss
  • 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 16 after training
  • Training resolution 832x832.
  • Trained without VAE.

Revisions

  • v1c (2023-03-02)
    • Initial release.