提供的示例图片有个问题，貌似使用中文作为prompt生成图片后，图片在civitai读出的中文prompt会变成乱码？？？

刚刚被ban了......因为网站守则的原因，不提供某些看起来比较幼态的人物的示例图......如有需要可以去huggingface搜索这个模型的数据集（有了数据集可以查看人物的打标或者直接自己打标自己炼类似的模型也行）https://huggingface.co/datasets/TLFZ/summer_memories_game_character_or_style_sdxl_lokr/tree/main

v1.0

这个版本是lora

于animaginev3.1上训练

使用了9张游戏内角色cg原图炼的lora，尝试使用了裸女遮脸正则法（划掉）

貌似效果不错？（而且画风和人物提示词貌似分的很开？）

夏日狂想曲角色或者summer memories game character

目前只训练了美月，还有美月的画风，可以选择是否打上风格词pixel art来使用夏日狂想曲画风（同时可以调节pixel art这个提示词的强度）不打这个词就是一个单纯的角色lora

At present, I have only practiced Mizuki, and there is also Mizuki's style. You can choose to use the word pixel art to create the style of Summer Rhapsody (you can also adjust the strength of this word in pixel art). If you don't use this word, it will be a simple character lora

v1.1

这个版本是lora

于animaginev3.1上训练

针对Mizuki 美月加多了两种服装，下面分别是各自的提示词

画风触发词：pixel art，

人物触发词：character: Mizuki (美月) clothes1,

外貌触发词：1girl, solo,long hair,pink hair,red eyes,large breasts, cleavage,navel, collarbone,

服装触发词：white head wreath ,yellow sarong ,red bikini ,front-tie bikini top,

画风触发词：pixel art

人物触发词：character: Mizuki (美月) clothes2,

外貌触发词：1girl,solo,red eyes, pink hair,long hair, large breasts,navel,

服装触发词：white shirt ,long sleeves ，shirt lift , bottomless , sweater vest ,

画风触发词：pixel art,

人物触发词：character: Mizuki (美月) clothes3

外貌触发词：1girl, solo, hair between eyes, pink hair, long hair, sidelocks, side ponytail, red eyes, large breasts, collarbone,

服装触发词：black shirt, blue jeans, long sleeves,

v1.11

于animaginev3.1上训练

不再使用lora，而是更换了lycoris的lokr来训练多概念，同时调整了一些参数（scale_weight_norms = 1，caption_tag_dropout_rate = 0.2 preset=attn-mlpweight_decay=0.1 betas=0.9,0.99）使得画风不那么过拟合的情况下使用，人工检查并修改了打标，使用类似danbooru的方式打标（角色名，服装名，画风三种提示词）

加了4种服饰，下面有各自的触发词

打算在huggingface给出训练集和训练脚本参数（下面也有参数）

https://huggingface.co/datasets/TLFZ/summer_memories_game_character_or_style_sdxl_lokr/tree/main

（可以和其他画师画风结合出图，或者也可以不打画风触发词来当成角色模型比如artist:xxx,pixel art/artist:xxx/pixel art/nothing/）

画风触发词：pixel art，

人物触发词：character: Mizuki (美月), character: Mizuki (美月) clothes1,

外貌触发词：1girl, solo, long hair, pink hair, red eyes, large breasts, cleavage,navel, collarbone,

服装触发词：white head wreath, yellow sarong, red bikini, front-tie bikini top,

画风触发词：pixel art

人物触发词：character: Mizuki (美月), character: Mizuki (美月) clothes2,

外貌触发词：1girl, solo, red eyes, pink hair, long hair, large breasts, side ponytail,

服装触发词：white baseball cap, sunglasses, white surgical mask, blue scarf, brown coat, long sleeves, buttons,

画风触发词：pixel art,

人物触发词：character: Mizuki (美月), character: Mizuki (美月) clothes3,

外貌触发词：1girl, solo, hair between eyes, pink hair, long hair, sidelocks, side ponytail, red eyes, large breasts, collarbone,

服装触发词：white baseball cap, sunglasses, white surgical mask, black shirt, long sleeves, blue jeans,

画风触发词：pixel art,

人物触发词：character: Mizuki (美月), character: Mizuki (美月) clothes4

外貌触发词：1girl, solo, long hair,pink hair, large breasts,

服装触发词：white shirt, black pants,

model_train_type = "sdxl-lora" pretrained_model_name_or_path = "D:/stablediffusion/sdwebuiakiv4.2/models/Stable-diffusion/sdxl 2d/animagineXLV31_v31.safetensors" vae = "D:/stablediffusion/lora-scripts/VAE/sdxl-vae-fp16-fix.safetensors" train_data_dir = "D:/stablediffusion/lora-scripts/train/try/classified/Mizuki (美月)/新建文件夹 (2)/新建文件夹" prior_loss_weight = 1 resolution = "1024,1024" enable_bucket = true min_bucket_reso = 256 max_bucket_reso = 4096 bucket_reso_steps = 32 output_name = "Mizuki (美月) v7.4 (多服装正则原图翻转)" output_dir = "./output" save_model_as = "safetensors" save_precision = "bf16" save_every_n_epochs = 1 save_state = true max_train_epochs = 9 train_batch_size = 4 gradient_checkpointing = true gradient_accumulation_steps = 16 network_train_unet_only = false network_train_text_encoder_only = false learning_rate = 0.00007 unet_lr = 0.00007 text_encoder_lr = 0.0000035 lr_scheduler = "cosine_with_restarts" lr_warmup_steps = 0 lr_scheduler_num_cycles = 3 optimizer_type = "Lion8bit" min_snr_gamma = 5 network_module = "lycoris.kohya" network_dim = 100000 network_alpha = 1 scale_weight_norms = 1 log_with = "tensorboard" logging_dir = "./logs" caption_extension = ".txt" shuffle_caption = true keep_tokens = 1 max_token_length = 255 caption_tag_dropout_rate = 0.2 multires_noise_iterations = 6 multires_noise_discount = 0.3 seed = 1337 mixed_precision = "bf16" full_bf16 = true xformers = true lowram = false cache_latents = true cache_latents_to_disk = true persistent_data_loader_workers = true network_args = [ "conv_dim=8", "conv_alpha=1", "dropout=0", "algo=lokr", "factor=10", "preset=attn-mlp" ] optimizer_args = [ "weight_decay=0.1", "betas=0.9,0.99" ]

v1.2

1个画风，4个游戏内人物，17个服装概念

美月

画风触发词：pixel art, front-tie bikini top,

人物触发词：character: Mizuki (美月), character: Mizuki (美月) clothes1,

外貌触发词：1girl, solo, long hair, pink hair, red eyes, large breasts, cleavage,navel, collarbone,

服装触发词：white head wreath, white flower, front-tie bikini top, floral print red bikini, floral print yellow sarong

画风触发词：pixel art

人物触发词：character: Mizuki (美月), character: Mizuki (美月) clothes2,

外貌触发词：1girl, solo, red eyes, pink hair, long hair, large breasts, side ponytail,

服装触发词：white baseball cap, sunglasses, white surgical mask, blue scarf, brown coat, long sleeves, buttons,

画风触发词：pixel art,

人物触发词：character: Mizuki (美月), character: Mizuki (美月) clothes3,

外貌触发词：1girl, solo, hair between eyes, pink hair, long hair, sidelocks, side ponytail, red eyes, large breasts, collarbone,

服装触发词：white baseball cap, sunglasses, white surgical mask, black shirt, long sleeves, blue jeans,

画风触发词：pixel art,

人物触发词：character: Mizuki (美月), character: Mizuki (美月) clothes4

外貌触发词：1girl, solo, long hair,pink hair, red eyes,large breasts,

服装触发词：white vertical-striped shirt, black pants,

叶绘

画风触发词：pixel art,

人物触发词：character: Kanae (叶绘), character: Kanae (叶绘) clothes1,

外貌触发词：1girl, mature female, solo,black hair, long hair,low ponytail,sidelocks, large breasts,collarbone,

服装触发词：brown jacket,long sleeves, blue jeans, white striped shirt

画风触发词：pixel art,

人物触发词：character: Kanae (叶绘), character: Kanae (叶绘) clothes2,

外貌触发词：1girl, solo, black eyes, black hair, long hair, sidelocks, large breasts,collarbone,

服装触发词：long sleeves,blue jeans, white striped shirt, low ponytail

画风触发词：pixel art,

人物触发词：1girl, solo, character: Kanae (叶绘), character: Kanae (叶绘) clothes3,

外貌触发词：black eyes, black hair, long hair, large breasts,

服装触发词：long sleeves, blue pajamas, blue collared shirt

画风触发词：pixel art,

人物触发词：character: Kanae (叶绘), character: Kanae (叶绘) clothes4,

外貌触发词：1girl, solo, mature female, black hair, long hair, sidelocks, large breasts, covered nipples, collarbone, bare shoulders,black eyes,low ponytail, mole

服装触发词：blue naked apron,

灯里

画风触发词：pixel art,

人物触发词：character: Akari (灯里), character: Akari (灯里)clothes1,

外貌触发词：1girl, solo, brown eyes, brown hair, medium hair, blunt bangs, hairclip,

服装触发词：purple scarf,brown coat, pleated skirt, long sleeves,

画风触发词：pixel art,

人物触发词：character: Akari (灯里),character: Akari (灯里)clothes2,

外貌触发词：1girl, solo, brown eyes, brown hair, short hair, blunt bangs, hairclip,

服装触发词：fur trim, pajamas, zipper, white shirt, brown hooded jacket, long sleeves,

画风触发词：pixel art,

人物触发词：character: Akari (灯里), character: Akari (灯里)clothes3,

外貌触发词：1girl, solo, brown eyes, brown hair, short hair, blunt bangs, hairclip,

服装触发词：turtleneck sweater, black skirt, long sleeves, yellow sweater, ribbed sweater, pleated skirt,

结衣

画风触发词：pixel art,

人物触发词：character: Yui (结衣), character: Yui (结衣)clothes1,

外貌触发词：1girl, solo,blue eyes, long hair, blue hair, large breasts, huge breasts,

服装触发词：long sleeves, ribbed sweater，plaid skirt,

画风触发词：pixel art,

人物触发词：character: Yui (结衣), character: Yui (结衣)clothes2,

外貌触发词：1girl, solo,blue eyes,long hair, blue hair,large breasts, huge breasts,

服装触发词：pink shirt, pink pajamas

画风触发词：pixel art,

人物触发词：character: Yui (结衣), character: Yui (结衣)clothes3,

外貌触发词：1girl, solo, long hair, blue hair, large breasts, blue eyes,

服装触发词：long sleeves, brown coat, brown plaid scarf

画风触发词：pixel art,

人物触发词：character: Yui (结衣), character: Yui (结衣)clothes4,

外貌触发词：1girl, solo, underboob, long hair, large breasts, blue hair, navel, blue eyes, midriff,

服装触发词：fur trim, pom pom (clothes), red fur-trimmed capelet，santa hat, santa costume,belt,skirt,

画风触发词：pixel art,

人物触发词：character: Yui (结衣), character: Yui (结衣)clothes5,

外貌触发词：1girl, solo, large breasts, ponytail, long hair, blue hair,sidelocks,blue eyes,

服装触发词：kosode, miko, red hakama skirt,long sleeves,

训练参数

pretrained_model_name_or_path = "D:/stablediffusion/sdwebuiakiv4.2/models/Stable-diffusion/sdxl 2d/animagineXLV31_v31.safetensors"

vae = "D:/stablediffusion/lora-scripts/VAE/sdxl-vae-fp16-fix.safetensors"

train_data_dir = "D:/stablediffusion/lora-scripts/train/try/classified/all"

prior_loss_weight = 1

resolution = "1024,1024"

enable_bucket = true

min_bucket_reso = 256

max_bucket_reso = 4096

bucket_reso_steps = 32

output_name = "summer memories v8.3 (多服装正则原图翻转)"

output_dir = "./output"

save_model_as = "safetensors"

save_precision = "bf16"

save_every_n_epochs = 1

save_state = true

max_train_epochs = 6

train_batch_size = 4

gradient_checkpointing = true

gradient_accumulation_steps = 16

network_train_unet_only = false

network_train_text_encoder_only = false

learning_rate = 4e-5

unet_lr = 4e-5

text_encoder_lr = 2e-6

lr_scheduler = "cosine_with_restarts"

lr_warmup_steps = 0

lr_scheduler_num_cycles = 3

optimizer_type = "Lion8bit"

min_snr_gamma = 5

network_module = "lycoris.kohya"

network_dim = 100000

network_alpha = 1

scale_weight_norms = 1

log_with = "tensorboard"

logging_dir = "./logs"

caption_extension = ".txt"

shuffle_caption = true

keep_tokens = 1

max_token_length = 255

caption_tag_dropout_rate = 0.2

multires_noise_iterations = 6

multires_noise_discount = 0.3

seed = 1337

mixed_precision = "bf16"

full_bf16 = true

xformers = true

lowram = false

cache_latents = true

cache_latents_to_disk = true

persistent_data_loader_workers = true

network_args = [ "conv_dim=8", "conv_alpha=1", "dropout=0", "algo=lokr", "factor=10", "preset=attn-mlp",]

optimizer_args = [ "weight_decay=0.1", "betas=0.9,0.99",]