config.json

{
    "--resume_from_checkpoint": "latest",
    "--data_backend_config": "config/multidatabackend_0501.json",
    "--aspect_bucket_rounding": 2,
    "--seed": 42,
    "--minimum_image_size": 0,
    "--output_dir": "output/lofi0401",
    "--lora_type": "standard",
    "--max_grad_norm": 1.0,
    "--lora_rank": 16,
    "--lora_alpha": 16,
    "base_model_precision": "int8-quanto",
    "text_encoder_1_precision": "no_change",
    "text_encoder_2_precision": "no_change",
    "--max_train_steps": 10000,
    "--num_train_epochs": 0,
    "--checkpointing_steps": 500,
    "--checkpoints_total_limit": 8,
    "--hub_model_id": "maver1chh/lofi0401",
    "--push_to_hub": "true",
    "--push_checkpoints_to_hub": "true",
    "--tracker_project_name": "lora-flux-lofi",
    "--tracker_run_name": "jazzy0401",
    "--report_to": "wandb",
    "--model_type": "lora",
    "--pretrained_model_name_or_path": "black-forest-labs/FLUX.1-dev",
    "--model_family": "flux",
    "--train_batch_size": 1,
    "--gradient_checkpointing": "true",
    "--caption_dropout_probability": 0.1,
    "--resolution_type": "pixel_area",
    "--resolution": 1024,
    "--validation_seed": 42,
    "--validation_steps": 500,
    "--validation_resolution": "1920x1080",
    "--validation_guidance": 3.0,
    "--validation_guidance_rescale": "0.0",
    "--validation_num_inference_steps": "20",
    "--validation_prompt": "A peaceful Japanese-inspired scene unfolds, showcasing a cozy retreat nestled in the heart of nature. Towering mountains rise in the distance, framing a serene environment filled with vibrant plants and lush greenery. A calm pond reflects the bright sunlight, its surface adorned with delicate ripples and blooming lotus flowers. Nearby, a rose garden adds a touch of romance, its soft petals contrasting beautifully with the earthy tones of the surroundings. The setting exudes tranquility, inviting you to pause, breathe, and connect with the harmony of nature. It's a perfect haven where the natural beauty of Japan's landscapes meets cozy serenity.",
    "--mixed_precision": "bf16",
    "--optimizer": "adamw_bf16",
    "--learning_rate": "4e-4",
    "--lr_scheduler": "polynomial",
    "--lr_warmup_steps": 1000,
    "--validation_torch_compile": "false",
    "--disable_benchmark": "false"
}