job: custom_job
config:
  name: flux_train_replicate
  process:
  - type: custom_sd_trainer
    training_folder: output
    device: cuda:0
    trigger_word: m00nl4nd1ng
    network:
      type: lora
      linear: 16
      linear_alpha: 16
    save:
      dtype: float16
      save_every: 200
      max_step_saves_to_keep: 1
    datasets:
    - folder_path: input_images
      caption_ext: txt
      caption_dropout_rate: 0.2
      shuffle_tokens: false
      cache_latents_to_disk: false
      cache_latents: true
      resolution:
      - 512
      - 768
      - 1024
    train:
      batch_size: 1
      steps: 3000
      gradient_accumulation_steps: 1
      train_unet: true
      train_text_encoder: false
      content_or_style: balanced
      gradient_checkpointing: true
      noise_scheduler: flowmatch
      optimizer: adamw8bit
      lr: 0.0004
      ema_config:
        use_ema: true
        ema_decay: 0.99
      dtype: bf16
    model:
      name_or_path: FLUX.1-dev
      is_flux: true
      quantize: true
    sample:
      sampler: flowmatch
      sample_every: 200
      width: 1024
      height: 1024
      prompts:
      - A hamster in the style of m00nl4nd1ng
      - A steampunk-inspired hot air balloon floating over a cyberpunk cityscape at
        sunset, in the style of m00nl4nd1ng
      - A Victorian-era robot having a tea party with stuffed animals in a sunlit
        garden, in the style of m00nl4nd1ng
      - An astronaut skateboarding on the rings of Saturn, with the planet's surface
        visible below, in the style of m00nl4nd1ng
      - A jazz band of mythical creatures performing on a floating cloud stage, in
        the style of m00nl4nd1ng
      - A time-traveling DeLorean car emerging from a swirling portal in the middle
        of a medieval village, in the style of m00nl4nd1ng
      - A futuristic underwater city inside a giant glass dome, with submarines as
        public transportation, in the style of m00nl4nd1ng
      - A steampunk-style Rube Goldberg machine that makes breakfast, filling an entire
        Victorian kitchen, in the style of m00nl4nd1ng
      - A group of friendly aliens having a picnic on the moon, Earth visible in the
        background, in the style of m00nl4nd1ng
      - A gigantic clockwork heart powering a mechanical forest, with gears and springs
        as leaves and branches, in the style of m00nl4nd1ng
      neg: ''
      seed: 42
      walk_seed: true
      guidance_scale: 3.5
      sample_steps: 28
meta:
  name: flux_train_replicate
  version: '1.0'