kohya_ss / presets /lora /iA3-Prodigy-sd15.json
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{
"LoRA_type": "LyCORIS/iA3",
"adaptive_noise_scale": 0.005,
"caption_dropout_rate": 0.5,
"epoch": 300,
"gradient_accumulation_steps": 1,
"gradient_checkpointing": true,
"keep_tokens": 1,
"learning_rate": 1.0,
"lr_scheduler": "constant",
"lr_warmup": 0,
"min_snr_gamma": 5,
"network_alpha": 1024,
"network_dim": 1024,
"network_dropout": 0.3,
"noise_offset": 0.05,
"noise_offset_type": "Original",
"optimizer": "Prodigy",
"optimizer_args": "d_coef=1.0 weight_decay=0.01 safeguard_warmup=False use_bias_correction=False",
"save_every_n_epochs": 10,
"save_every_n_steps": 0,
"save_last_n_steps": 0,
"scale_weight_norms": 1,
"seed": "31337",
"shuffle_caption": true,
"text_encoder_lr": 1.0,
"train_batch_size": 1,
"training_comment": "rentry.co/ProdiAgy",
"unet_lr": 1.0
}