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speed_lines_v2/illu_v0_1_speed_lines_v2_v1_1_18.toml

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+[[subsets]]
+caption_dropout_rate = 0.05
+caption_extension = ".txt"
+image_dir = "D:/ai/datasets/rx2/speed_lines_2"
+keep_tokens = 1
+name = "Main"
+num_repeats = 6
+random_crop = true
+random_crop_padding_percent = 0.06
+shuffle_caption = true
+
+[train_mode]
+train_mode = "lora"
+
+[general_args.args]
+persistent_data_loader_workers = true
+pretrained_model_name_or_path = "D:/ai/stable-diffusion-webui-reForge/models/Stable-diffusion/illustriousXL_v01.safetensors"
+mixed_precision = "bf16"
+gradient_checkpointing = true
+seed = 1337
+max_data_loader_n_workers = 2
+max_token_length = 225
+prior_loss_weight = 1.0
+xformers = true
+sdxl = true
+gradient_accumulation_steps = 4
+max_train_steps = 220
+
+[general_args.dataset_args]
+resolution = 1024
+batch_size = 6
+
+[network_args.args]
+network_dim = 16
+network_alpha = 32.0
+min_timestep = 0
+max_timestep = 1000
+ip_noise_gamma = 0.05
+
+[optimizer_args.args]
+lr_scheduler = "constant_with_warmup"
+loss_type = "l2"
+warmup_ratio = 0.1
+max_grad_norm = 0.0
+optimizer_type = "SCORN"
+lr_scheduler_type = "LoraEasyCustomOptimizer.RexAnnealingWarmRestarts.RexAnnealingWarmRestarts"
+lr_scheduler_num_cycles = 1
+learning_rate = 0.00045
+text_encoder_lr = 4.5e-5
+
+[saving_args.args]
+output_dir = "D:/ai/stable-diffusion-webui-reForge/models/Lora/sdxl"
+save_precision = "bf16"
+save_model_as = "safetensors"
+save_every_n_steps = 10
+save_toml = true
+save_toml_location = "D:/ai/training/sdxl/toml"
+output_name = "illu_v0_1_speed_lines_v2_v1_1"
+
+[noise_args.args]
+multires_noise_iterations = 6
+multires_noise_discount = 0.1
+
+[logging_args.args]
+logging_dir = "D:\\ai\\training\\sdxl\\logging"
+log_prefix = "sdxl_"
+log_tracker_name = "sdxl_rx2"
+log_with = "wandb"
+
+[edm_loss_args.args]
+edm2_loss_weighting = false
+
+[extra_args.args]
+validation_split = "0.2"
+validation_seed = "1337"
+validation_every_n_step = "10"
+validation_timesteps = "[50, 200, 400, 600, 800, 950]"
+pin_memory = "True"
+log_config = "True"
+laplace_timestep_sampling_mu = "1.0"
+laplace_timestep_sampling_b = "3.0"
+
+[bucket_args.dataset_args]
+enable_bucket = true
+min_bucket_reso = 512
+max_bucket_reso = 1536
+bucket_reso_steps = 64
+
+[network_args.args.network_args]
+conv_dim = 10
+conv_alpha = 20.0
+algo = "locon"
+preset = "full"
+dora_wd = true
+use_scalar = "True"
+ggpo_conv = "True"
+ggpo_sigma = "0.04"
+ggpo_beta = "0.02"
+
+[optimizer_args.args.lr_scheduler_args]
+gamma = 0.9
+min_lr = 1e-14
+d = 0.9
+
+[optimizer_args.args.optimizer_args]
+betas = "0.95,0.997"
+orthograd = "True"