Usage

• Activation tag: wakana shiki

• Additional tags: blue hair, short hair, brown eyes, bangs

• Recommended LoRA ratio: 0.7-0.8

Training details

• Dataset: 203 anime screenshots

• Reference training configuration:

  [additional_network_arguments]
  unet_lr = 0.00025
  text_encoder_lr = 0.0001
  network_dim = 32
  network_alpha = 16
  network_module = "networks.lora"
  
  [optimizer_arguments]
  learning_rate = 0.00025
  lr_scheduler = "cosine_with_restarts"
  lr_scheduler_num_cycles = 3
  lr_warmup_steps = 213
  optimizer_type = "AdamW8bit"
  
  [training_arguments]
  max_train_epochs = 14
  save_every_n_epochs = 2
  save_last_n_epochs = 10
  train_batch_size = 2
  clip_skip = 2
  min_snr_gamma = 5.0
  weighted_captions = false
  seed = 42
  max_token_length = 225
  xformers = true
  lowram = true
  max_data_loader_n_workers = 8
  persistent_data_loader_workers = true
  save_precision = "fp16"
  mixed_precision = "fp16"
  output_dir = ""
  logging_dir = ""
  output_name = "shiki"
  log_prefix = "shiki"
  save_state = false
  
  [model_arguments]
  pretrained_model_name_or_path = "/content/AnyLoRA_noVae_fp16-pruned.ckpt"
  v2 = false
  
  [saving_arguments]
  save_model_as = "safetensors"
  
  [dreambooth_arguments]
  prior_loss_weight = 1.0
  
  [dataset_arguments]
  cache_latents = true
  
  % ---------
  
  [[datasets]]
  
  [[datasets.subsets]]
  num_repeats = 3
  image_dir = "/content/drive/MyDrive/Loras/shiki/dataset"
  
  [general]
  resolution = 512
  shuffle_caption = true
  keep_tokens = 1
  flip_aug = false
  caption_extension = ".txt"
  enable_bucket = true
  bucket_reso_steps = ??
  bucket_no_upscale = false
  min_bucket_reso = 256
  max_bucket_reso = 1024