gmonsoon commited on
Commit
e30e209
1 Parent(s): 7301e33
anima-diffusion_config/config_file.toml ADDED
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+ [sdxl_arguments]
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+ cache_text_encoder_outputs = true
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+ no_half_vae = false
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+ min_timestep = 0
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+ max_timestep = 1000
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+ shuffle_caption = false
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+
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+ [model_arguments]
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+ pretrained_model_name_or_path = "/content/pretrained_model/wdxl-aesthetic-0.9.safetensors"
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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/fine_tune/meta_lat.json"
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+ train_data_dir = "/content/fine_tune/train_data"
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+ dataset_repeats = 1
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+ keep_tokens = 0
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+ resolution = "1024,1024"
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+ caption_dropout_rate = 0
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+ caption_tag_dropout_rate = 0
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+ caption_dropout_every_n_epochs = 0
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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/fine_tune/output"
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+ output_name = "anima-diffusion"
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+ save_precision = "fp16"
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+ save_every_n_steps = 2500
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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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+ xformers = true
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+ max_train_steps = 2500
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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 = "tensorboard"
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+ logging_dir = "/content/fine_tune/logs"
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+ log_prefix = "anima-diffusion"
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+
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+ [sample_prompt_arguments]
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+ sample_every_n_steps = 250
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+ sample_sampler = "euler_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 = 4e-7
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+ train_text_encoder = false
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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 = "constant_with_warmup"
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+ lr_warmup_steps = 100
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+
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+ [advanced_training_config]
anima-diffusion_config/sample_prompt.toml ADDED
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+ [prompt]
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+ width = 1024
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+ height = 1024
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+ scale = 7
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+ sample_steps = 28
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+ [[prompt.subset]]
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+ prompt = "anime, 1girl, solo, long hair, breasts, looking at viewer, blush, large breasts, cleavage, sitting, purple eyes, collarbone, swimsuit, outdoors, sky, day, one-piece swimsuit, ocean, beach"
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+
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+ [[prompt.subset]]
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+ prompt = "anime, 1girl, solo, long hair, looking at viewer, blush, open mouth, skirt, black hair, school uniform, yellow eyes, ass, censored, pussy, socks, cum, mosaic censoring, sweater, blue skirt, anus, cum in pussy, black socks, after sex, yellow sweater"
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+
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+ [[prompt.subset]]
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+ prompt = "anime, 1girl, solo, long hair, breasts, looking at viewer, large breasts, cleavage, purple eyes, upper body, ponytail, purple hair, horns, formal, suit, single horn, oni horns, green shirt, purple jacket"
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+