description: <h1><strong>v2.1 &amp; v2.0</strong></h1><p><a target="_blank" rel="ugc" href="https://huggingface.co/gustproof/sd-models/tree/main/mirishita"><strong><u>Other versions</u></strong></a></p><p>A LoRA based on 3636 Theater Days cards, recognizing 50+ characters to varying degrees.</p><p>Resumed from <a target="_blank" rel="ugc" href="https://huggingface.co/gustproof/sd-models/blob/main/deresute/checkpoints/deresute-v1.2.safetensors"><strong><u>deresute-v1.2</u></strong></a>. Unlike <a target="_blank" rel="ugc" href="https://civitai.com/models/17978?modelVersionId=44963"><strong><u>shinymas-v2.1</u></strong></a>, this time a signifcant portion of prior knowledge is lost, possibly due to namespace clash or model capacity.</p><p>Twintails are hard.</p><h2>Usage</h2><p>The style itself doesn't have a trigger word. For the characters, below are the character tags and respective top 20 related tags.</p><pre><code>YURIKO NANAO,
  yellow eyes, blue hair, smile, short hair, 1girl, blush, solo, looking at viewer, open mouth, braid, dress, bow, :d, skirt, bangs, hair ornament, book, frills, ribbon, jewelry
  
  MATSURI TOKUGAWA,
  brown eyes, green hair, open mouth, looking at viewer, smile, 1girl, solo, blush, ribbon, bangs, hairband, dress, curly hair, :d, frills, parted bangs, jewelry, medium hair, hair ribbon, multiple girls
  
  ARISA MATSUDA,
  brown hair, twintails, brown eyes, smile, 1girl, open mouth, long hair, solo, looking at viewer, blush, :d, skirt, bangs, one eye closed, multiple girls, dress, bow, v, hair bow, hair ornament
  
  MIRAI KASUGA,
  brown hair, smile, open mouth, hair ornament, one side up, brown eyes, 1girl, short hair, hairclip, solo, looking at viewer, :d, blush, skirt, ribbon, closed eyes, multiple girls, jewelry, dress, hair ribbon
  
  KANA YABUKI,
  short hair, ahoge, open mouth, smile, brown hair, blush, 1girl, solo, brown eyes, looking at viewer, orange hair, yellow eyes, skirt, bow, :d, hair ornament, multiple girls, bangs, dress, closed eyes
  
  EMILY STEWART,
  blonde hair, long hair, twintails, purple eyes, 1girl, smile, solo, blush, open mouth, looking at viewer, dress, hairband, :d, bow, jewelry, multiple girls, gloves, hair ornament, flower, frills
  
  SHIHO KITAZAWA,
  brown hair, long hair, brown eyes, 1girl, smile, looking at viewer, solo, blush, open mouth, dress, jewelry, multiple girls, skirt, hair ornament, gloves, choker, necklace, star, lens flare, hat
  
  UMI KOUSAKA,
  long hair, brown hair, braid, smile, open mouth, looking at viewer, aqua eyes, 1girl, twin braids, blue eyes, solo, :d, blush, multiple girls, jewelry, skirt, dress, gloves, bangs, one eye closed
  
  SERIKA HAKOZAKI,
  twintails, brown hair, brown eyes, ahoge, long hair, open mouth, 1girl, smile, solo, looking at viewer, dress, blush, :d, ribbon, hair ornament, skirt, multiple girls, bow, hair ribbon, jewelry
  
  TSUBASA IBUKI,
  short hair, ahoge, pink eyes, 1girl, brown hair, smile, looking at viewer, open mouth, solo, blush, blonde hair, skirt, jewelry, bangs, dress, hair ornament, messy hair, hair between eyes, one eye closed, :d
  
  JULIA,
  short hair, blue eyes, red hair, 1girl, looking at viewer, smile, solo, open mouth, star, brown hair, dress, blush, jewelry, hair ornament, instrument, guitar, :d, skirt, multiple girls, necklace
  
  REIKA KITAKAMI,
  long hair, blue hair, twintails, smile, brown eyes, open mouth, 1girl, looking at viewer, solo, blush, :d, bangs, low twintails, jewelry, skirt, breasts, multiple girls, dress, gloves, hair ornament
  
  TOMOKA TENKUBASHI,
  brown hair, brown eyes, smile, 1girl, looking at viewer, hair bun, long hair, single hair bun, open mouth, solo, dress, blush, jewelry, hair ornament, skirt, :d, flower, frills, multiple girls, sidelocks
  
  SHIZUKA MOGAMI,
  long hair, black hair, blue eyes, 1girl, solo, smile, open mouth, looking at viewer, dress, blush, half updo, multiple girls, bow, jewelry, skirt, :d, blue hair, gloves, hair ornament, bangs
  
  ANNA MOCHIZUKI,
  long hair, ahoge, purple hair, aqua eyes, looking at viewer, 1girl, smile, open mouth, solo, blush, :d, hair between eyes, dress, skirt, blue hair, hair ornament, multiple girls, bangs, long sleeves, jewelry
  
  KOTOHA TANAKA,
  brown hair, long hair, brown eyes, open mouth, smile, 1girl, hairband, solo, looking at viewer, blush, dress, bangs, :d, jewelry, multiple girls, skirt, hair ornament, gloves, shirt, flower
  
  MOMOKO SUOU,
  brown hair, blue eyes, short hair, smile, open mouth, 1girl, hair ornament, looking at viewer, solo, ahoge, dress, blush, flower, multiple girls, hair flower, :d, bangs, skirt, frills, short sleeves
  
  MIZUKI MAKABE,
  short hair, yellow eyes, purple hair, 1girl, looking at viewer, solo, open mouth, blush, smile, grey hair, dress, multiple girls, skirt, jewelry, hair ornament, bow, sidelocks, 2girls, long sleeves, bracelet
  
  KONOMI BABA,
  brown hair, braid, aqua eyes, smile, single braid, long hair, 1girl, looking at viewer, open mouth, hair over shoulder, blush, solo, dress, jewelry, hair ornament, multiple girls, skirt, blue eyes, bangs, one eye closed
  
  HINATA KINOSHITA,
  brown hair, short hair, smile, ahoge, green eyes, open mouth, 1girl, blush, solo, looking at viewer, dress, :d, hair ornament, skirt, multiple girls, food, 2girls, hat, frills, bow
  
  AYUMU MAIHAMA,
  pink hair, pink eyes, multicolored hair, smile, 1girl, open mouth, looking at viewer, ponytail, long hair, solo, streaked hair, blonde hair, jewelry, blush, :d, multiple girls, jacket, bangs, necklace, hair ornament
  
  SAYOKO TAKAYAMA,
  long hair, black hair, 1girl, open mouth, brown eyes, solo, smile, looking at viewer, blush, red eyes, dress, :d, glasses, skirt, jewelry, bangs, hair ornament, multiple girls, gloves, twintails
  
  ROCO HANDA,
  long hair, grey hair, 1girl, solo, smile, green eyes, blush, bow, looking at viewer, open mouth, yellow eyes, hair bow, twintails, :d, hair ornament, jewelry, dress, brown hair, multiple girls, v-shaped eyebrows
  
  MEGUMI TOKORO,
  long hair, brown hair, blue eyes, ahoge, 1girl, smile, looking at viewer, open mouth, solo, jewelry, blush, bangs, breasts, dress, necklace, earrings, multiple girls, hair ornament, medium breasts, skirt
  
  ELENA SHIMABARA,
  green hair, long hair, ahoge, smile, open mouth, 1girl, hairband, blush, solo, looking at viewer, blue eyes, jewelry, aqua eyes, :d, bangs, dress, multiple girls, closed eyes, hair ornament, skirt
  
  SUBARU NAGAYOSHI,
  short hair, brown hair, smile, open mouth, 1girl, purple eyes, solo, green hair, looking at viewer, blush, :d, dress, multiple girls, jewelry, skirt, bangs, hair ornament, bow, jacket, gloves
  
  MIYA MIYAO,
  brown hair, long hair, smile, brown eyes, open mouth, 1girl, solo, looking at viewer, blush, dress, :d, bangs, thick eyebrows, hair ornament, jewelry, multiple girls, gloves, flower, skirt, long sleeves
  
  IKU NAKATANI,
  black hair, short hair, brown eyes, open mouth, smile, 1girl, solo, looking at viewer, hair ornament, blush, one side up, dress, bow, :d, bangs, multiple girls, brown hair, long sleeves, 2girls, closed eyes
  
  AKANE NONOHARA,
  short hair, smile, brown hair, brown eyes, 1girl, looking at viewer, open mouth, solo, jewelry, blush, red hair, one eye closed, dress, earrings, :d, hair ornament, gloves, multiple girls, closed eyes, bow
  
  RIO MOMOSE,
  long hair, brown hair, 1girl, looking at viewer, smile, solo, jewelry, breasts, blush, purple eyes, open mouth, cleavage, medium breasts, brown eyes, blonde hair, necklace, dress, earrings, one eye closed, bracelet
  
  KAREN SHINOMIYA,
  long hair, blue eyes, brown hair, 1girl, smile, looking at viewer, solo, blush, blonde hair, open mouth, jewelry, dress, aqua eyes, multiple girls, :d, hair ornament, skirt, gloves, bracelet, closed eyes
  
  FUKA TOYOKAWA,
  short hair, blue hair, smile, brown eyes, 1girl, open mouth, solo, breasts, antenna hair, looking at viewer, blush, jewelry, :d, dress, hair ornament, multiple girls, skirt, necklace, large breasts, bracelet
  
  TAMAKI OGAMI,
  long hair, smile, 1girl, one side up, open mouth, brown hair, solo, looking at viewer, brown eyes, :d, blush, orange hair, hair ornament, orange eyes, dress, shorts, jacket, v-shaped eyebrows, multiple girls, hat
  
  MINAKO SATAKE,
  brown hair, ponytail, blue eyes, open mouth, smile, looking at viewer, 1girl, long hair, solo, ribbon, :d, blush, hair ribbon, dress, multiple girls, jewelry, skirt, hair ornament, bow, food
  
  CHIHAYA KISARAGI,
  blue hair, long hair, brown eyes, 1girl, solo, smile, open mouth, looking at viewer, blush, :d, dress, skirt, bangs, hair ornament, jewelry, gloves, cowboy shot, short sleeves, jacket, long sleeves
  
  CHIZURU NIKAIDO,
  long hair, green eyes, brown hair, smile, 1girl, ponytail, open mouth, solo, looking at viewer, jewelry, blush, dress, :d, very long hair, hairband, earrings, hair ornament, necklace, bracelet, v-shaped eyebrows
  
  NAO YOKOYAMA,
  brown hair, ahoge, side ponytail, purple eyes, 1girl, smile, solo, looking at viewer, open mouth, drill hair, hair ornament, long hair, jewelry, blush, dress, bangs, one eye closed, skirt, standing, cowboy shot
  
  RITSUKO AKIZUKI,
  brown hair, glasses, brown eyes, antenna hair, 1girl, smile, braid, twin braids, open mouth, solo, looking at viewer, jewelry, long hair, dress, skirt, gloves, :d, multiple girls, blush, necklace
  
  MIKI HOSHII,
  long hair, blonde hair, ahoge, green eyes, 1girl, solo, smile, looking at viewer, open mouth, blush, jewelry, dress, skirt, gloves, hair between eyes, hair ornament, bangs, one eye closed, shirt, breasts
  
  HARUKA AMAMI,
  short hair, brown hair, smile, green eyes, 1girl, open mouth, ribbon, solo, looking at viewer, hair ribbon, blush, :d, skirt, hair ornament, bow, bangs, dress, hair bow, multiple girls, short sleeves
  
  NORIKO FUKUDA,
  short hair, brown eyes, blonde hair, smile, 1girl, looking at viewer, open mouth, solo, jewelry, blush, brown hair, earrings, :d, dress, hair ornament, skirt, jacket, multiple girls, bracelet, necklace
  
  AZUSA MIURA,
  blue hair, ahoge, short hair, smile, 1girl, red eyes, open mouth, solo, looking at viewer, jewelry, breasts, blush, necklace, :d, dress, skirt, multiple girls, bracelet, cleavage, earrings
  
  MAMI FUTAMI,
  brown hair, side ponytail, brown eyes, smile, 1girl, looking at viewer, solo, open mouth, long hair, hair ornament, star, :d, shiny, shiny hair, multiple girls, standing, shorts, skirt, cowboy shot, ribbon
  
  TAKANE SHIJOU,
  long hair, grey hair, 1girl, smile, solo, looking at viewer, pink eyes, purple eyes, hairband, open mouth, bangs, blush, hair ornament, dress, skirt, wavy hair, gloves, jewelry, long sleeves, :d
  
  IORI MINASE,
  brown hair, long hair, 1girl, solo, smile, looking at viewer, brown eyes, red eyes, blush, open mouth, hairband, dress, bow, standing, cowboy shot, skirt, jewelry, very long hair, one eye closed, hair bow
  
  MAKOTO KIKUCHI,
  short hair, black hair, antenna hair, smile, 1girl, solo, black eyes, looking at viewer, open mouth, dress, blush, gloves, jewelry, :d, hair ornament, short sleeves, one eye closed, frills, hair between eyes, multiple girls
  
  YAYOI TAKATSUKI,
  twintails, smile, open mouth, brown hair, 1girl, orange hair, solo, hair ornament, :d, blush, looking at viewer, blue eyes, dress, green eyes, skirt, long hair, bangs, jewelry, star, closed eyes
  
  KAORI SAKURAMORI,
  ahoge, braid, brown hair, short hair, green eyes, smile, light brown hair, open mouth, blush, 1girl, solo, looking at viewer, bangs, skirt, jewelry, dress, breasts, medium breasts, multiple girls, necklace
  
  HIBIKI GANAHA,
  long hair, black hair, ponytail, blue eyes, open mouth, smile, 1girl, antenna hair, fang, solo, looking at viewer, :d, bangs, blush, ribbon, jewelry, high ponytail, very long hair, skirt, short sleeves
  
  YUKIHO HAGIWARA,
  short hair, brown hair, brown eyes, open mouth, 1girl, smile, bob cut, solo, blush, looking at viewer, dress, skirt, :d, hair ornament, jewelry, multiple girls, frills, bangs, closed eyes, bow
  
  TSUMUGI SHIRAISHI,
  long hair, blue eyes, grey hair, 1girl, hair ornament, solo, bangs, looking at viewer, blush, smile, open mouth, blue hair, dress, hairclip, short sleeves, very long hair, closed mouth, standing, jewelry, skirt
  
  AMI FUTAMI,
  brown hair, brown eyes, short hair, smile, 1girl, solo, side ponytail, looking at viewer, open mouth, hair ornament, one side up, ribbon, skirt, jewelry, star, blush, :d, multiple girls, hair ribbon, dress
  
  SHIKA,
  smile, open mouth, 1girl, green hair, bow, blush, solo, shirt, bangs, looking at viewer, grey eyes, skirt, hair bow, short sleeves, white shirt, medium hair, :d, short hair, bowtie, breasts
  
  LEON,
  long hair, smile, brown hair, 1girl, heterochromia, blue eyes, solo, shirt, looking at viewer, skirt, hair between eyes, standing, asymmetrical bangs, closed mouth, ponytail, cowboy shot, bangs, orange hair, jewelry, necklace
  
  FREDERICA MIYAMOTO,
  multiple girls, 2girls, jewelry, smile, green eyes, open mouth, blonde hair, brown hair, short hair, earrings, gloves, lace gloves, long hair, hair ornament, black gloves, breasts, black dress, bangs, dress, looking at viewer
  
  SHIKI ICHINOSE,
  multiple girls, dress, ahoge, red dress, smile, jewelry, blue eyes, green hair, long hair, earrings, sleeveless dress, gloves, breasts, black dress, brown hair, bangs, medium breasts, wavy hair, sleeveless, bare shoulders
  </code></pre><p>As a bonus, some <a target="_blank" rel="ugc" href="https://civitai.com/models/23476/"><strong><u>Cinderella Girls</u></strong></a> prompts work as well.</p><h2>Training info</h2><p>Training info Dataset:</p><ul><li><p>3636 Theater days cards collected from <a target="_blank" rel="ugc" href="https://mltd.matsurihi.me/"><strong><u>Fantasia</u></strong></a> (wide images excluded)</p></li></ul><p>Tags generated with <a target="_blank" rel="ugc" href="https://huggingface.co/SmilingWolf/wd-v1-4-convnextv2-tagger-v2"><strong><u>SmilingWolf/wd-v1-4-convnextv2-tagger-v2</u></strong></a> with a threshold of 0.35. No balancing and tag cleaning. No distinction between Produce and Support cards.</p><p>Inspired by <a target="_blank" rel="ugc" href="https://openreview.net/pdf?id=Uad23IcIEs"><strong><u>a 2022 paper</u></strong></a>, a custom LR scheduler was used:</p><pre><code>SequentialLR(optimizer, [
      LinearLR(optimizer, 0.1, total_iters=steps_per_epoch),
      CosineAnnealingWarmRestarts(optimizer, steps_per_epoch*2, T_mult=2)
  ], [steps_per_epoch])
  </code></pre><p>Training cost: ~31 T4-hours (in addition to deresute costs)</p><p>Data distribution:</p><pre><code>             character  cards
  1         YURIKO NANAO     80
  2     MATSURI TOKUGAWA     80
  3        ARISA MATSUDA     78
  4         MIRAI KASUGA     78
  5          KANA YABUKI     78
  6        EMILY STEWART     76
  7       SHIHO KITAZAWA     76
  8          UMI KOUSAKA     76
  9      SERIKA HAKOZAKI     76
  10       TSUBASA IBUKI     76
  11               JULIA     74
  12      REIKA KITAKAMI     74
  13   TOMOKA TENKUBASHI     74
  14      SHIZUKA MOGAMI     74
  15      ANNA MOCHIZUKI     74
  16       KOTOHA TANAKA     74
  17         MOMOKO SUOU     72
  18       MIZUKI MAKABE     72
  19         KONOMI BABA     72
  20    HINATA KINOSHITA     72
  21       AYUMU MAIHAMA     72
  22     SAYOKO TAKAYAMA     72
  23          ROCO HANDA     72
  24       MEGUMI TOKORO     72
  25     ELENA SHIMABARA     72
  26    SUBARU NAGAYOSHI     70
  27          MIYA MIYAO     70
  28        IKU NAKATANI     70
  29      AKANE NONOHARA     70
  30          RIO MOMOSE     68
  31     KAREN SHINOMIYA     68
  32       FUKA TOYOKAWA     68
  33        TAMAKI OGAMI     68
  34       MINAKO SATAKE     68
  35    CHIHAYA KISARAGI     68
  36     CHIZURU NIKAIDO     66
  37        NAO YOKOYAMA     66
  38     RITSUKO AKIZUKI     66
  39         MIKI HOSHII     66
  40        HARUKA AMAMI     64
  41       NORIKO FUKUDA     64
  42         AZUSA MIURA     64
  43         MAMI FUTAMI     64
  44       TAKANE SHIJOU     64
  45         IORI MINASE     64
  46      MAKOTO KIKUCHI     62
  47     YAYOI TAKATSUKI     60
  48    KAORI SAKURAMORI     60
  49       HIBIKI GANAHA     60
  50     YUKIHO HAGIWARA     60
  51   TSUMUGI SHIRAISHI     56
  52          AMI FUTAMI     56
  53               SHIKA      8
  54                LEON      8
  55  FREDERICA MIYAMOTO      2
  56      SHIKI ICHINOSE      2
  </code></pre><pre><code>[model_arguments]
  v2 = false
  v_parameterization = false
  pretrained_model_name_or_path = "animefull-final-pruned.ckpt"
  
  [additional_network_arguments]
  no_metadata = false
  network_module = "lycoris.kohya"
  network_dim = 16
  network_alpha = 1
  network_args = [ "conv_dim=0", "algo=loha",]
  network_train_unet_only = false
  network_train_text_encoder_only = false
  cache_latents = false
  
  [optimizer_arguments]
  optimizer_type = "AdamW8bit"
  learning_rate = 0.001
  max_grad_norm = 1.0
  lr_scheduler = "custom"
  #lr_warmup_steps = 100
  
  [dataset_arguments]
  debug_dataset = false
  # resolution: 576x704
  
  [training_arguments]
  save_precision = "fp16"
  save_every_n_epochs = 1
  max_token_length = 225
  mem_eff_attn = false
  xformers = true
  max_train_epochs = 31
  max_data_loader_n_workers = 0
  persistent_data_loader_workers = false
  gradient_checkpointing = false
  gradient_accumulation_steps = 1
  mixed_precision = "fp16"
  clip_skip = 2
  lowram = true
  
  [sample_prompt_arguments]
  
  [saving_arguments]
  save_model_as = "safetensors"
  </code></pre><p>v2.1 is tuned from v2.0 with resolution raised to 640x768.</p>
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