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Model Description by Creator
A LoRA of Happy Meek (official transliteration: Happy Mik) from Umamusume: Pretty Derby based on 72 fanarts.
A byproduct of the quest of finding out how many bytes a character is worth. It's likely less than 1MB.
4 versions are provided:
Rank-1 LoRA
Rank-4 LoRA
Rank-16 LoRA
Rank-4 Hadamard Product LoRA
(Currently Civitai's versioned model uploading isn't working for me, so the 4 versions are only available in the hf repo for now)
There doesn't seem to be a clear winner. However, these are n=1runs without any hyperparameter tuning, so the results may not be representative. Higher ranked versions appear to be slightly better at multiple outfits.
Usage
The character tag is mik.
Top related tags:
1girl, animal ears, horse ears, solo, hair ornament, flower, hair flower, hairclip, looking at viewer, shirt, horse girl, short sleeves, pink eyes, medium hair, bow, blush, tail, blunt bangs, horse tail, puffy sleeves, puffy short sleeves, skirt, closed mouth, upper body, gloves, bowtie, white shirt, white gloves, jacket, pleated skirt, white jacket, twitter username, grey hair, brooch, jewelry, vest, simple background, artist name, short hair, red eyesFor specific outfits, refer to the preview images or the dataset.
Training info
Dataset: 72 fanarts from Danbooru and Pixiv
Non-booru images were tagged with SmilingWolf/wd-v1-4-convnextv2-tagger-v2 with a threshold of 0.35.
Training cost: ~0.5 T4-hour each
Training config (common except the dims settings):
[model_arguments]
v2 = false
v_parameterization = false
pretrained_model_name_or_path = "Animefull-final-pruned.ckpt"
[additional_network_arguments]
no_metadata = false
unet_lr = 0.0005
text_encoder_lr = 0.0005
network_dim = 4
network_alpha = 1
network_train_unet_only = false
network_train_text_encoder_only = false
[optimizer_arguments]
optimizer_type = "AdamW8bit"
learning_rate = 0.0005
max_grad_norm = 1.0
lr_scheduler = "cosine"
lr_warmup_steps = 0
[dataset_arguments]
debug_dataset = false
[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 = 50
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
[sample_prompt_arguments]
sample_every_n_epochs = 2
sample_sampler = "k_euler_a"
[saving_arguments]
save_model_as = "safetensors"
Images Generated With This Model
N/A
Hidden For Public Users
mik, horse ears, solo, hair ornament, flower, hair flower, hairclip, looking at viewer, horse girl, pink eyes, medium hair, bow, blush, tail, blunt bangs, horse tail, puffy short sleeves, upper body, gloves, bowtie, white shirt, white gloves, jacket, pleated skirt
<lora:mik_r1:1>
N/A
Hidden For Public Users
Mik, horse ears, solo, hair ornament, flower, hair flower, hairclip, looking at viewer, horse girl, pink eyes, medium hair, bow, blush, tail, blunt bangs, horse tail, puffy short sleeves, upper body, gloves, bowtie, white shirt, white gloves, jacket, pleated skirt <lora:mik_r1:1>
N/A
Hidden For Public Users
Mik, 1girl, hair ornament, pink eyes, medium hair,
1girl, animal ears, bow, collarbone, cowboy shot, desk, heart-shaped box, horse ears, horse girl, horse tail, looking at viewer, on desk, purple serafuku, school uniform, serafuku, sitting, sitting on desk, solo, thighhighs, tracen school uniform, valentine, white bow, windowsill, zettai ryouiki
<lora:mik_r1:1>
N/A
Hidden For Public Users
Mik, 1girl, hair ornament, pink eyes, medium hair,
animal ears, arm at side, baseball cap, black headwear, black shirt, closed mouth, covered navel, ears through headwear, finger to mouth, hand up, horse ears, horse tail, impossible shirt, long looking at viewer, shushing, simple background, single sleeve, upper body, white background,
<lora:mik_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>
N/A
Hidden For Public Users
best quality,masterpiece, high res,original, beautiful detailed eyes,ultra-detailed, (eishin flash cosplay), mejiro ardan \(umamusume\), 1girl, breasts, animal ears, cleavage, horse ears, purple eyes, blue hair, looking at viewer, horse girl, ear ornament, sweat, smile, long hair, hands on hips, closed mouth, bangs, blush, collarbone, outdoors, leaning forward, bare shoulders, standing, <lora:eishinflashcos:0.9> <lora:mejiroardanlove:0.8>
N/A
Hidden For Public Users
best quality,masterpiece, high res,original, beautiful detailed eyes,ultra-detailed, (eishin flash cosplay), satono diamond \(umamusume\), 1girl, breasts, animal ears, cleavage, horse ears, looking at viewer, horse girl, ear ornament, sweat, smile, long hair, bangs, blush, collarbone, outdoors, leaning forward, bare shoulders, standing,
<lora:satono_diamond_lora-000005:0.8> <lora:eishinflashcos:0.9>
N/A
Hidden For Public Users
oversized shirt, 1girl, solo, animal ears, horse ears, tail, brown hair, blue eyes, horse tail, shirt, horse girl, simple background, yellow background, looking at viewer, white shirt, short hair, blush, shirt tug, closed mouth, bangs, cowboy shot<lora:oversized_shirt_offset:1>
N/A
Hidden For Public Users
((masterpiece,best quality)),
(illustration),sketch,
1girl, matikane tannhauser (umamusume), animal ears, horse ears, horse girl, tail, solo, horse tail, hat, barefoot, hair ornament, brown hair, hairclip, white background, yellow eyes, looking at viewer, open mouth, medium breasts, sitting, simple background, breasts, blue headwear, blush, medium hair, feet, full body, skirt, belt, long hair, streaked hair, white shirt
<lora:matikane tannhauser:1:CHARA>, <lora:standingFullBodyWithBackgroundStyle_v10Offset:1:BG>, Flat design,graphic design,minimalism design,constructivism,retro style,With a full sense of design,
N/A
Hidden For Public Users
vnspkoff, 1girl, horse ears, animal ears, horse girl, horse tail, tail, holding, cup, blue eyes, jacket, holding cup, smile, blue jacket, looking at viewer, disposable cup, shirt, brown skirt, denim jacket, skirt, white shirt, blonde hair, pink hair, beret, braid, denim, bangs, white headwear, closed mouth, bag, breasts, glasses, at cafe
<lora:vnspk:1.0>
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