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stable diffusion
lora
Duskfallcrew commited on
Commit
b5626b9
1 Parent(s): 03ea510

the MODEL NAME is referring to PonyXL but it's trained on Animagine cause we forgot to fix it

Browse files
PoltergeistStyle_ponyxl_config/config_file.toml ADDED
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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 = true
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+
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+ [model_arguments]
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+ pretrained_model_name_or_path = "Linaqruf/animagine-xl"
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+ vae = "/content/vae/sdxl_vae.safetensors"
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+
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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 = 5
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+ keep_tokens = 1
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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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+
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+ [training_arguments]
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+ output_dir = "/content/drive/MyDrive/kohya-trainer/output/PoltergeistStyle_ponyxl"
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+ output_name = "PoltergeistStyle_ponyxl"
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+ save_precision = "fp16"
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+ save_every_n_epochs = 1
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+ train_batch_size = 4
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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 = 5
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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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+
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+ [logging_arguments]
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+ log_with = "wandb"
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+ log_tracker_name = "PoltergeistStyle_ponyxl"
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+ logging_dir = "/content/LoRA/logs"
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+
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+ [sample_prompt_arguments]
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+ sample_every_n_epochs = 1
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+ sample_sampler = "k_dpm_2_a"
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+
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+ [saving_arguments]
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+ save_model_as = "safetensors"
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+
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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 = 0
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+ lr_scheduler_num_cycles = 3
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+
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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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+
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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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+ multires_noise_iterations = 6
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+ multires_noise_discount = 0.3
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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
PoltergeistStyle_ponyxl_config/sample_prompt.toml ADDED
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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, 0b4k3sks style, 1girl, solo, long hair, looking at viewer, cleavage, jewelry, standing, weapon, purple hair, flower, earrings, belt, indoors, water, armor, wet, book, window, muscular, plant, wading, curly hair, bookshelf, book stack, library"
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+
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+ [[prompt.subset]]
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+ prompt = "masterpiece, best quality, 0b4k3sks style, 1girl, solo, long hair, looking at viewer, brown hair, shirt, closed mouth, green eyes, standing, cowboy shot, outdoors, sky, day, belt, pants, cloud, blue sky, lips, plant, denim, building, red shirt, watch, jeans, blue pants, wristwatch, brown belt, road, street"
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+
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+ [[prompt.subset]]
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+ prompt = "masterpiece, best quality, 0b4k3sks style, solo, short hair, blue eyes, blonde hair, gloves, 1boy, holding, ass, male focus, star (symbol), bodysuit, muscular, shield, superhero, holding shield, embers"
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+
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+ [[prompt.subset]]
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+ prompt = "masterpiece, best quality, 0b4k3sks style, 1girl, solo, long hair, looking at viewer, blue eyes, simple background, gloves, white background, medium breasts, standing, red hair, cowboy shot, fingerless gloves, orange hair, lips, bodysuit, covered navel, makeup, headband, turtleneck, lipstick, skin tight, multicolored clothes, arms at sides, red lips, superhero, blue bodysuit, yellow gloves, covered collarbone, multicolored bodysuit, blue headband, yellow bodysuit"
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+