job: extension
config:
  name: flux_1_dev_wikiart_impressionism_2000_step_style
  process:
  - type: sd_trainer
    training_folder: /content/output
    performance_log_every: 500
    device: cuda:0
    trigger_word: dolpImp
    network:
      type: lora
      linear: 16
      linear_alpha: 16
    save:
      dtype: float16
      save_every: 500
      max_step_saves_to_keep: 10
    datasets:
    - folder_path: /content/dataset
      caption_ext: txt
      caption_dropout_rate: 0.05
      shuffle_tokens: true
      cache_latents_to_disk: true
      resolution:
      - 512
      - 768
      - 1024
    train:
      batch_size: 1
      steps: 2000
      gradient_accumulation_steps: 1
      train_unet: true
      train_text_encoder: false
      content_or_style: style
      gradient_checkpointing: true
      noise_scheduler: flowmatch
      optimizer: adamw8bit
      lr: 0.0001
      ema_config:
        use_ema: true
        ema_decay: 0.99
      dtype: bf16
    model:
      name_or_path: black-forest-labs/FLUX.1-dev
      is_flux: true
      quantize: true
    sample:
      sampler: flowmatch
      sample_every: 250
      width: 1024
      height: 1024
      prompts:
      - '[trigger] An impressionist painting depicts a wide, sandy beach under a cloudy
        sky, with figures scattered along the shore, rendered with loose, visible
        brushstrokes in muted tones of blue, brown, and white, creating a tranquil
        and airy atmosphere'
      - "[trigger] An impressionist portrait captures the delicate expression of a\
        \ woman bathed in soft, natural light. The artist employs bold, yet subtle\
        \ brushstrokes to emphasize the subject\u2019s serene features and gentle\
        \ contours, all set against a background of softly blended pastel tones that\
        \ evoke introspection and grace."
      - '[trigger] An impressionist painting depicts a stone bridge arching over a
        ravine, with a church tower on the left and a hillside in the background,
        rendered in warm earth tones and blues with visible, textured brushstrokes,
        creating a hazy and tranquil atmosphere'
      - '[trigger] An impressionist painting of a still life featuring a bouquet of
        red and yellow roses wrapped in white paper, an ornate vase holding dried
        grasses and a decorative fan, and a stack of old books, all arranged on a
        table against a warm, orange-toned background with a framed picture hanging
        above, rendered with visible brushstrokes and soft, diffused lighting to create
        a cozy and intimate atmosphere.'
      neg: ''
      seed: 1337
      walk_seed: false
      guidance_scale: 4
      sample_steps: 20
meta:
  name: flux_1_dev_wikiart_impressionism_2000_step_style
  version: '1.0'