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edenartlab-sd-lora-trainer/training_args_object.json
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2024-04-19 01:39:43 -07:00

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{
"output_dir": "lora_models/banny",
"sd_model_version": "sdxl",
"lora_training_urls": "https://storage.googleapis.com/public-assets-xander/A_workbox/lora_training_sets/banny_best.zip",
"concept_mode": "object",
"seed": 1,
"resolution": 512,
"validation_img_size": [1024, 1024],
"train_batch_size": 4,
"n_sample_imgs": 6,
"max_train_steps": 320,
"txt_encoders_lr_warmup_steps": 60,
"checkpointing_steps": 80,
"gradient_accumulation_steps": 1,
"n_tokens": 2,
"ti_lr": 0.001,
"ti_weight_decay": 0.0002,
"text_encoder_lora_optimizer": "adamw",
"text_encoder_lora_lr": 0.5e-4,
"text_encoder_lora_weight_decay": 1e-5,
"text_encoder_lora_rank": 12,
"off_ratio_power": 0.05,
"prodigy_d_coef": 0.7,
"lora_weight_decay": 0.001,
"l1_penalty": 0.1,
"noise_offset": 0.05,
"snr_gamma": 5.0,
"lora_alpha_multiplier": 1.0,
"lora_rank": 16,
"use_dora": false,
"caption_model": "blip",
"left_right_flip_augmentation": true,
"aspect_ratio_bucketing": false,
"augment_imgs_up_to_n": 20,
"verbose": true,
"debug": true,
"weight_type": "bf16",
"dataloader_num_workers": 0
}