config:
  name: flux_dev_courtroomsketch
  process:
  - datasets:
    - cache_latents_to_disk: true
      caption_dropout_rate: 0.2
      caption_ext: txt
      folder_path: /root/lorahub/flux_dev_courtroomsketch/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:
      - courtroom sketch, in the case of Ronald McDonald vs The United States [trigger]
      - the incident [trigger], Porous point pen, crayon, pastel, opaque white, and
        ink wash on illustration board.
      - quick, the baliff is distracted, make protest art in the courtroom! [trigger]
      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: courtroomsketch
    type: sd_trainer
job: extension
meta:
  description: 'data set comprised of 75 images and captions sourced from the Library
    of Congress ''Drawing Justice'' exhibition. Artists include: Marilyn Church (15),
    Howard Brodie (13), Aggie Kenny (9), Elizabeth Williams (7), David Rose (4), Bill
    Robles (4), Pat Lopez (4), Gary Myrick (3), Arnold Mesches (2), Jane Rosenberg
    (1), Joseph Papin (1), Freda Reiter (1) '