config:
  name: flux_dev_masterpiece_sandart_v1
  process:
  - datasets:
    - cache_latents_to_disk: true
      caption_dropout_rate: 0.2
      caption_ext: txt
      folder_path: /root/lorahub/flux_dev_masterpiece_sandart_v1/dataset
      resolution:
      - 512
      - 768
      - 1024
      shuffle_tokens: false
      token_dropout_rate: 0.01
    device: cuda:0
    model:
      is_flux: true
      name_or_path: black-forest-labs/FLUX.1-dev
      quantize: true
      text_encoder_bits: 8
    network:
      linear: 42
      linear_alpha: 42
      transformer_only: true
      type: lora
    performance_log_every: 500
    sample:
      height: 1024
      neg: ''
      prompts:
      - intricate sand art masterpiece, high contrast, detailed patterns in fine sand,
        [trigger_word]
      - majestic sand mandala with high detail, rich contrast, fine grains and texture,
        [trigger_word]
      - sand painting of an animal, high quality, detailed textures and shadows, [trigger_word]
      - abstract sand art design, flowing patterns, high contrast, 3D texture, [trigger_word]
      - sculptural sand masterpiece, fine details, sharp contrast between highlights
        and shadows, [trigger_word]
      - geometric sand art, perfectly symmetrical, intricate patterns, high contrast,
        [trigger_word]
      sample_every: 500
      sample_steps: 25
      sampler: flowmatch
      seed: 42
      walk_seed: true
      width: 1024
    save:
      dtype: float16
      max_step_saves_to_keep: 3
      save_every: 500
      save_format: diffusers
    train:
      batch_size: 1
      dtype: bf16
      ema_config:
        ema_decay: 0.99
        use_ema: true
      gradient_accumulation_steps: 1
      gradient_checkpointing: true
      linear_timesteps: true
      loss_type: mse
      lr: 0.0002
      noise_scheduler: flowmatch
      optimizer: adamw8bit
      reg_weight: 1.0
      steps: 3000
      target_noise_multiplier: 1.0
      train_text_encoder: false
      train_unet: true
    training_folder: /root/lorahub
    trigger_word: sandscape_reality
    type: sd_trainer
job: extension
meta:
  description: This LoRa model is tailored to create intricate, high-contrast sand
    art with a focus on fine details and texture quality. Designed for generating
    masterpiece-level sand art with high definition, the model captures the nuances
    of sand grains, shadows, and the tactile effect of sand textures. Ideal for high-quality
    visuals, symmetrical patterns, and detailed sand compositions that evoke the look
    of finely crafted sand mandalas or sculptures.