Commit
•
b3bcaf5
1
Parent(s):
b939125
Fantasy D&D Style for SDXL/Pony XL
Browse files
FantasyBook_lora_config/config_file.toml
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[sdxl_arguments]
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cache_text_encoder_outputs = false
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no_half_vae = true
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min_timestep = 0
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max_timestep = 1000
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shuffle_caption = true
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lowram = false
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[model_arguments]
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pretrained_model_name_or_path = "stablediffusionapi/pony-diffusion-v6-xl"
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vae = "/content/vae/sdxl_vae.safetensors"
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[dataset_arguments]
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debug_dataset = false
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in_json = "/content/LoRA/meta_lat.json"
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train_data_dir = "/content/LoRA/train_data"
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dataset_repeats = 4
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keep_tokens = 0
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resolution = "1024,1024"
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color_aug = false
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token_warmup_min = 1
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token_warmup_step = 0
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[training_arguments]
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output_dir = "/content/drive/MyDrive/kohya-trainer/output/FantasyBook_lora"
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output_name = "FantasyBook_lora"
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save_precision = "fp16"
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save_every_n_epochs = 1
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train_batch_size = 8
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max_token_length = 225
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mem_eff_attn = false
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sdpa = true
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xformers = false
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max_train_epochs = 4
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max_data_loader_n_workers = 8
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persistent_data_loader_workers = true
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gradient_checkpointing = true
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gradient_accumulation_steps = 1
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mixed_precision = "fp16"
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[logging_arguments]
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log_with = "wandb"
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log_tracker_name = "FantasyBook_lora"
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logging_dir = "/content/LoRA/logs"
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[sample_prompt_arguments]
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sample_every_n_epochs = 1
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sample_sampler = "euler_a"
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[saving_arguments]
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save_model_as = "safetensors"
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[optimizer_arguments]
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optimizer_type = "AdaFactor"
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learning_rate = 0.0005
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max_grad_norm = 0
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optimizer_args = [ "scale_parameter=False", "relative_step=False", "warmup_init=False",]
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lr_scheduler = "cosine_with_restarts"
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lr_warmup_steps = 100
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lr_scheduler_num_cycles = 3
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[additional_network_arguments]
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no_metadata = false
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network_module = "networks.lora"
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network_dim = 32
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network_alpha = 16
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network_args = []
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network_train_unet_only = true
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[advanced_training_config]
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save_state = false
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save_last_n_epochs_state = false
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noise_offset = 0.1
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adaptive_noise_scale = 0.00357
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caption_dropout_rate = 0
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caption_tag_dropout_rate = 0.5
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caption_dropout_every_n_epochs = 0
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min_snr_gamma = 5
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FantasyBook_lora_config/sample_prompt.toml
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[prompt]
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negative_prompt = "lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, "
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width = 1024
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height = 1024
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scale = 12
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sample_steps = 28
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[[prompt.subset]]
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prompt = "masterpiece, best quality, FantasyBookCover Style, black hair, jewelry, weapon, male focus, multiple boys, sword, 2boys, cape, armor, muscular, knife, polearm, monster, spear, dagger, manly, loincloth"
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[[prompt.subset]]
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prompt = "masterpiece, best quality, FantasyBookCover Style, 1girl, long hair, brown hair, hair ornament, long sleeves, 1boy, hat, dress, bare shoulders, jewelry, medium breasts, outdoors, day, necklace, white dress, bracelet, tree, strapless, facial hair, beard, realistic, mustache, fine art parody"
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[[prompt.subset]]
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prompt = "masterpiece, best quality, FantasyBookCover Style, brown hair, holding, weapon, multiple boys, sword, hood, 2boys, cape, holding weapon, armor, 3boys, helmet, polearm, staff, shield, spear, dragon"
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[[prompt.subset]]
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prompt = "masterpiece, best quality, FantasyBookCover Style, 1girl, long hair, blonde hair, 1boy, navel, jewelry, ponytail, weapon, earrings, boots, midriff, sword, armor, moon, planet, tiger"
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