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+ ---
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+ {}
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+ ---
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+ Description:
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+
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+ ```
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+ {
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+ "pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev",
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+ "pretrained_controlnet_name_or_path": "InstantX/FLUX.1-dev-Controlnet-Canny",
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+ "pretrained_controlnet_safetensors_name": null,
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+ "revision": null,
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+ "variant": null,
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+ "dataset_dir": "AVS",
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+ "dataset_py_file": "dataset.py",
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+ "dataset_config_name": null,
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+ "cache_dir": null,
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+ "image_column": "image",
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+ "max_sequence_length": 512,
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+ "validation_prompt": null,
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+ "validation_conditioning_scale": 1.0,
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+ "num_validation_images": 2,
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+ "validation_epochs": 50,
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+ "validation_steps": 500,
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+ "output_dir": "resuls/avs/2",
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+ "seed": null,
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+ "resolution": 512,
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+ "num_layers": 2,
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+ "num_single_layers": 4,
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+ "control_mode": 0,
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+ "train_batch_size": 5,
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+ "num_train_epochs": 15,
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+ "max_train_steps": null,
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+ "logging_steps": 100,
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+ "gpu_logging_steps": 100,
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+ "checkpointing_steps": 1000,
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+ "checkpoints_total_limit": null,
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+ "resume_from_checkpoint": "latest",
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+ "gradient_accumulation_steps": 2,
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+ "gradient_checkpointing": false,
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+ "learning_rate": 2e-05,
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+ "guidance_scale": 4.0,
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+ "task": "sketch",
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+ "save_samples_first_n_steps": 2,
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+ "scale_lr": false,
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+ "lr_scheduler": "constant",
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+ "lr_warmup_steps": 500,
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+ "lr_num_cycles": 1,
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+ "lr_power": 1.0,
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+ "num_workers": 1,
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+ "weighting_scheme": "logit_normal",
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+ "logit_mean": 0.0,
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+ "logit_std": 1.0,
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+ "mode_scale": 1.29,
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+ "optimizer": "adamw",
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+ "use_8bit_adam": true,
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+ "adam_beta1": 0.9,
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+ "adam_beta2": 0.999,
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+ "adam_weight_decay": 0.0001,
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+ "adam_epsilon": 1e-08,
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+ "quantize": true,
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+ "max_grad_norm": 1.0,
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+ "logging_dir": "logs",
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+ "allow_tf32": false,
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+ "mixed_precision": "bf16",
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+ "validation_path": "validation_images_cc",
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+ "validation_resolution": 512,
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+ "validation_batch_size": 2,
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+ "local_rank": -1
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+ }
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+ ```