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Hisakawa Nagi / Hisakawa Hayate (THE iDOLM@STER Cinderella Girls)

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hisakawa hayate / hisakawa nagi, 2girls, :<, :d, artist name, black bow, black dress, black ribbon, black shirt, blue eyes, bow, bowtie, braid, braided bangs, brown eyes, curled fingers, dress, french braid, grey hair, hair bow, hair ribbon, head tilt, juliet sleeves, long hair, long sleeves, looking at viewer, low twintails, multiple girls, open clothes, open mouth, parted lips, pinafore dress, puffy sleeves, red bow, red bowtie, ribbon, shirt, siblings, side-by-side, simple background, sisters, sleeveless, sleeveless dress, smile, teeth, twins, twintails, upper body, upper teeth only, v, v-shaped eyebrows, white background, white shirt
  <lora:hisakawa-v2.0-r1:1>
hisakawa hayate / hisakawa nagi, 2girls, :o, asymmetrical bangs, blush, bow, bowtie, braid, braided bangs, cardigan, earrings, grey hair, hair ribbon, holding hands, interlocked fingers, jewelry, looking at viewer, miroir, multiple girls, plaid, plaid bow, plaid bowtie, pleated skirt, ribbon, school uniform, shirt, siblings, sisters, skirt, skirt rolled up, twins, twintails, white shirt, yellow cardigan
  <lora:hisakawa-v2.0-r4:1>
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Model Description by Creator

v2.0

A LoRA of the Hisakawa twins from THE iDOLM@STER Cinderella Girls based on 967 fanarts. More style neutral than v1.1.

Two versions are available: rank 1 and rank 4.

This shows that, perhaps unsurprisingly, 1 rank can carry info of more than 1 character.

Despite the abundance of two-subject data in the training set, the model still struggles to separate the attributes of the twins in the image. Increasing the model rank may or may not help. This will be investigated some time in the future.

Usage

The character tags are Hisakawa Nagi and Hisakawa Hayate.

To generate both characters in the same image, use either Hisakawa Nagi / Hisakawa Hayate or Hisakawa Hayate / Hisakawa Nagi

Top related tags:

Hiwakawa Nagi,
1girl, solo, twintails, long hair, grey hair, braid, low twintails, brown eyes, looking at viewer, ribbon, hair ribbon, braided bangs, blush, shirt, simple background, long sleeves, white background, black ribbon, very long hair, bow, white shirt, jacket, parted lips, skirt, collared shirt, closed mouth, thighhighs, hair over shoulder, :o, upper body, puffy sleeves, shorts, open mouth, breasts, red bow, black jacket, collarbone, short sleeves, holding, small breasts

Hisakawa Hayate,
1girl, solo, long hair, grey hair, braid, looking at viewer, blush, smile, jewelry, breasts, braided bangs, earrings, blue eyes, very long hair, white background, shirt, open mouth, simple background, skirt, collarbone, medium breasts, white shirt, long sleeves, cleavage, pleated skirt, jacket, collared shirt, :d, bow, bare shoulders, navel, swimsuit, closed mouth, hair between eyes, holding, upper body, puffy sleeves, dress, bikini, short sleeves

Hisakawa Nagi / Hisakawa Hayate,
2girls, multiple girls, siblings, twins, braid, long hair, sisters, grey hair, twintails, brown eyes, smile, braided bangs, open mouth, blue eyes, low twintails, ribbon, blush, looking at viewer, hair ribbon, jewelry, earrings, shirt, dress, skirt, long sleeves, black ribbon, very long hair, white shirt, bow, parted lips, breasts, :d, simple background, one eye closed, v, collarbone, white background, :o, puffy sleeves, collared shirt

For specific outfits, refer to the preview images or the dataset.

Training info

Dataset: 967 fanarts from Danbooru

  • 338 Hisakawa Nagi solo

  • 341 Hisakawa Hayate solo

  • 238 both twins

No balancing and tag cleaning.

For images with both characters, the order of the character tags were shuffled dynamically.

Training cost: ~2 T4-hour each for r1 and r4

Training config:

[model_arguments]
v2 = false
v_parameterization = false
pretrained_model_name_or_path = "animefull-final-pruned.ckpt"

[additional_network_arguments]
no_metadata = false
unet_lr = 0.0001
text_encoder_lr = 0.0001
network_module = "networks.lora"
network_alpha = 1
network_train_unet_only = false
network_train_text_encoder_only = false

[optimizer_arguments]
min_snr_gamma = 5
optimizer_type = "AdamW8bit"
learning_rate = 0.0001
max_grad_norm = 1.0
lr_scheduler = "constant"
lr_warmup_steps = 0

[dataset_arguments]
debug_dataset = false
dataset_repeats = 1
shuffle_caption = true
keep_tokens = 1
resolution = "512,512"
caption_dropout_rate = 0
caption_tag_dropout_rate = 0
caption_dropout_every_n_epochs = 0
color_aug = false
token_warmup_min = 1
token_warmup_step = 0

[training_arguments]
save_precision = "fp16"
save_every_n_epochs = 1
train_batch_size = 4
max_token_length = 225
mem_eff_attn = false
xformers = true
max_train_epochs = 9999
max_data_loader_n_workers = 8
persistent_data_loader_workers = true
gradient_checkpointing = false
gradient_accumulation_steps = 1
mixed_precision = "fp16"
clip_skip = 2
lowram = true

Images Generated With This Model

Hisakawa Nagi, 1girl, :o, black ribbon, blue flower, blush, braid, braided bangs, brown eyes, brown flower, collared shirt, crown, dress shirt, flower, grey hair, hair over shoulder, hair ribbon, hands up, hat, hat flower, looking at viewer, low twintails, mini crown, mini hat, parted lips, pleated skirt, puffy short sleeves, puffy sleeves, red headwear, red skirt, ribbon, shirt, short sleeves, skirt, suspender skirt, suspenders, tilted headwear, twintails, v over eye, white shirt, wrist cuffs

<lora:deresute-v1.1-hisakawa:1>
N/A
Hidden For Public Users
Hisakawa Nagi, 1girl, :o, black ribbon, blue flower, blush, braid, braided bangs, brown eyes, brown flower, collared shirt, crown, dress shirt, flower, grey hair, hair over shoulder, hair ribbon, hands up, hat, hat flower, looking at viewer, low twintails, mini crown, mini hat, parted lips, pleated skirt, puffy short sleeves, puffy sleeves, red headwear, red skirt, ribbon, shirt, short sleeves, skirt, suspender skirt, suspenders, tilted headwear, twintails, v over eye, white shirt, wrist cuffs <lora:deresute-v1.1-hisakawa:1>
Hisakawa Hayate, 1girl, :d, aqua bow, aqua skirt, armband, belt, beret, black headwear, bow, braid, breasts, clothing cutout, confetti, day, blue eyes, hat, hat bow, holding, holding microphone stand, long hair, microphone stand, miniskirt, official alternate costume, open mouth, outstretched arm, petticoat, pink bow, pleated skirt, shirt, skirt, sky, sleeveless, sleeveless shirt, smile, solo, stomach cutout, thighhighs, two-tone headwear, two-tone shirt, wavy hair, white belt, white hair, white headwear, white thighhighs

<lora:deresute-v1.1-hisakawa:1>
N/A
Hidden For Public Users
Hisakawa Hayate, 1girl, :d, aqua bow, aqua skirt, armband, belt, beret, black headwear, bow, braid, breasts, clothing cutout, confetti, day, blue eyes, hat, hat bow, holding, holding microphone stand, long hair, microphone stand, miniskirt, official alternate costume, open mouth, outstretched arm, petticoat, pink bow, pleated skirt, shirt, skirt, sky, sleeveless, sleeveless shirt, smile, solo, stomach cutout, thighhighs, two-tone headwear, two-tone shirt, wavy hair, white belt, white hair, white headwear, white thighhighs <lora:deresute-v1.1-hisakawa:1>
Hisakawa Nagi, low twintails, brown eyes, black ribbon, blush, bow, braid, braided bangs, grey hair, 
blue sky, clouds, dress, sky, sleeveless, sleeveless dress, solo, upper body, white dress
<lora:deresute-v1.1:1>
N/A
Hidden For Public Users
Hisakawa Nagi, low twintails, brown eyes, black ribbon, blush, bow, braid, braided bangs, grey hair, blue sky, clouds, dress, sky, sleeveless, sleeveless dress, solo, upper body, white dress <lora:deresute-v1.1:1>
Hisakawa Nagi, low twintails, brown eyes, black ribbon, blush, bow, braid, braided bangs, grey hair, 

 arm behind back, collarbone, cowboy shot, hood, hood down, hooded jacket, jacket, looking at viewer, open mouth, short shorts, shorts, simple background, open mouth, solo, white background

<lora:deresute-v1.1:1>
N/A
Hidden For Public Users
Hisakawa Nagi, low twintails, brown eyes, black ribbon, blush, bow, braid, braided bangs, grey hair, arm behind back, collarbone, cowboy shot, hood, hood down, hooded jacket, jacket, looking at viewer, open mouth, short shorts, shorts, simple background, open mouth, solo, white background <lora:deresute-v1.1:1>
hisakawa hayate / hisakawa nagi, 2girls, asymmetrical bangs, bow, braid, braided bangs, brown cardigan, cardigan, classroom, earrings, expressionless, grey hair, hair bow, head tilt, indoors, jewelry, looking at viewer, miroir, multiple girls, neckerchief, school uniform, serafuku, siblings, sisters, straight hair, twins, twintails, upper body
  <lora:hisakawa-v2.0-r1:1>
N/A
Hidden For Public Users
hisakawa hayate / hisakawa nagi, 2girls, asymmetrical bangs, bow, braid, braided bangs, brown cardigan, cardigan, classroom, earrings, expressionless, grey hair, hair bow, head tilt, indoors, jewelry, looking at viewer, miroir, multiple girls, neckerchief, school uniform, serafuku, siblings, sisters, straight hair, twins, twintails, upper body <lora:hisakawa-v2.0-r1:1>
Hisakawa Hayate, 1girl, solo, skirt, long hair, braid, grey hair, smile, jewelry, sweater, earrings, open mouth, bow, bangs, looking at viewer, bowtie, hat, bug, layered skirt, curtains, yellow skirt, flower, long sleeves, blue eyes, butterfly, braided bangs, detached sleeves, indoors, :d, blush, bare shoulders, sparkle, belt, blue headwear, shirt, star
  <lora:hisakawa-v2.0-r1:1>
N/A
Hidden For Public Users
Hisakawa Hayate, 1girl, solo, skirt, long hair, braid, grey hair, smile, jewelry, sweater, earrings, open mouth, bow, bangs, looking at viewer, bowtie, hat, bug, layered skirt, curtains, yellow skirt, flower, long sleeves, blue eyes, butterfly, braided bangs, detached sleeves, indoors, :d, blush, bare shoulders, sparkle, belt, blue headwear, shirt, star <lora:hisakawa-v2.0-r1:1>
hisakawa hayate / hisakawa nagi, 2girls, ;d, arms around neck, black ribbon, blue dress, blue eyes, blue flower, blue sky, blurry, blurry background, blush, braid, braided bangs, breasts, brown eyes, brown hair, brown shirt, building, cloud, collarbone, day, depth of field, dress, fingernails, flower, hair between eyes, hair ribbon, long hair, multiple girls, one eye closed, open mouth, outdoors, plaid, plaid dress, pleated skirt, ribbon, shirt, siblings, sisters, skirt, sky, small breasts, smile, tree, twins, very long hair, white shirt
  <lora:hisakawa-v2.0-r1:1>
N/A
Hidden For Public Users
hisakawa hayate / hisakawa nagi, 2girls, ;d, arms around neck, black ribbon, blue dress, blue eyes, blue flower, blue sky, blurry, blurry background, blush, braid, braided bangs, breasts, brown eyes, brown hair, brown shirt, building, cloud, collarbone, day, depth of field, dress, fingernails, flower, hair between eyes, hair ribbon, long hair, multiple girls, one eye closed, open mouth, outdoors, plaid, plaid dress, pleated skirt, ribbon, shirt, siblings, sisters, skirt, sky, small breasts, smile, tree, twins, very long hair, white shirt <lora:hisakawa-v2.0-r1:1>
Hisakawa Hayate, 1girl, braided bangs, cherry blossoms, long hair, dress, grey hair, solo, outdoors, short sleeves, smile, puffy short sleeves, looking at viewer, braid, bangs, blue dress, blush, open mouth, tree, necktie, puffy sleeves, sailor collar, wrist cuffs, holding, petals, day, sailor dress, railing, jewelry, collarbone, blue eyes, dutch angle, blue necktie, ribbon, sunlight, breasts, :d, lens flare, bow, hair ornament, bag
  <lora:hisakawa-v2.0-r1:1>
N/A
Hidden For Public Users
Hisakawa Hayate, 1girl, braided bangs, cherry blossoms, long hair, dress, grey hair, solo, outdoors, short sleeves, smile, puffy short sleeves, looking at viewer, braid, bangs, blue dress, blush, open mouth, tree, necktie, puffy sleeves, sailor collar, wrist cuffs, holding, petals, day, sailor dress, railing, jewelry, collarbone, blue eyes, dutch angle, blue necktie, ribbon, sunlight, breasts, :d, lens flare, bow, hair ornament, bag <lora:hisakawa-v2.0-r1:1>
Hisakawa Hayate,
braided bangs, earrings, blue eyes, very long hair,
dress, solo, gloves, frills, frilled socks, short sleeves, purple footwear, brown hair, puffy sleeves, puffy short sleeves, frilled dress, spoon, petals, bubble, looking at viewer, flower, white gloves, see-through sleeves, purple dress, socks, food, see-through, white socks, bangs, plate, cup, shoes, frilled gloves, :o, fork, open mouth, bobby socks, floral print, purple flower
  <lora:hisakawa-v2.0-r1:1>
N/A
Hidden For Public Users
Hisakawa Hayate, braided bangs, earrings, blue eyes, very long hair, dress, solo, gloves, frills, frilled socks, short sleeves, purple footwear, brown hair, puffy sleeves, puffy short sleeves, frilled dress, spoon, petals, bubble, looking at viewer, flower, white gloves, see-through sleeves, purple dress, socks, food, see-through, white socks, bangs, plate, cup, shoes, frilled gloves, :o, fork, open mouth, bobby socks, floral print, purple flower <lora:hisakawa-v2.0-r1:1>
Hisakawa Nagi, 1girl, asymmetrical legwear, balloon, fingerless gloves, mismatched legwear, solo, gloves, thighhighs, long hair, twintails, argyle, bangs, bird, fur trim, braid, looking at viewer, uneven legwear, brown eyes, argyle legwear, white gloves, grey hair, multicolored clothes, hat, hair ornament, long sleeves, single thighhigh, arms up, skirt, low twintails, single sock, falling, bow, socks, pom pom, star, parted lips, checkered floor, tattoo, outstretched arms, yellow headwear
  <lora:hisakawa-v2.0-r1:1>
N/A
Hidden For Public Users
Hisakawa Nagi, 1girl, asymmetrical legwear, balloon, fingerless gloves, mismatched legwear, solo, gloves, thighhighs, long hair, twintails, argyle, bangs, bird, fur trim, braid, looking at viewer, uneven legwear, brown eyes, argyle legwear, white gloves, grey hair, multicolored clothes, hat, hair ornament, long sleeves, single thighhigh, arms up, skirt, low twintails, single sock, falling, bow, socks, pom pom, star, parted lips, checkered floor, tattoo, outstretched arms, yellow headwear <lora:hisakawa-v2.0-r1:1>
Hisakawa Nagi, 1girl, solo, braid, grey hair, fingerless gloves, thighhighs, bamboo, bun cover, gloves, chinese clothes, shorts, black thighhighs, black shorts, weapon, smile, braided bangs, brown eyes, looking at viewer, double bun, black gloves, bangs, hair bun, twintails, small breasts, low twintails, breasts, dress, clothing cutout, shoes, long hair
  <lora:hisakawa-v2.0-r1:1>
N/A
Hidden For Public Users
Hisakawa Nagi, 1girl, solo, braid, grey hair, fingerless gloves, thighhighs, bamboo, bun cover, gloves, chinese clothes, shorts, black thighhighs, black shorts, weapon, smile, braided bangs, brown eyes, looking at viewer, double bun, black gloves, bangs, hair bun, twintails, small breasts, low twintails, breasts, dress, clothing cutout, shoes, long hair <lora:hisakawa-v2.0-r1:1>
Hisakawa Nagi, 1girl, grey hair, twintails, braid, thighhighs, shorts, outdoors, sneakers, long hair, low twintails, jewelry, shoes, bangs, jacket, solo, shirt, brown eyes, day, building, sky, braided bangs, long sleeves, street, necklace, :o, sign, green shirt, kneeling, city, hair ribbon
  <lora:hisakawa-v2.0-r1:1>
N/A
Hidden For Public Users
Hisakawa Nagi, 1girl, grey hair, twintails, braid, thighhighs, shorts, outdoors, sneakers, long hair, low twintails, jewelry, shoes, bangs, jacket, solo, shirt, brown eyes, day, building, sky, braided bangs, long sleeves, street, necklace, :o, sign, green shirt, kneeling, city, hair ribbon <lora:hisakawa-v2.0-r1:1>

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