job: extension
config:
  name: andie_lora_flux_1_dev_v1.1
  process:
  - type: sd_trainer
    training_folder: output
    performance_log_every: 1000
    device: cuda:0
    trigger_word: andie
    network:
      type: lora
      linear: 32
      linear_alpha: 32
    save:
      dtype: float16
      save_every: 200
      max_step_saves_to_keep: 4
      push_to_hub: true
    hf_repo_id: steveant/andie-lora
    hf_private: true
    datasets:
    - folder_path: ..\images\andie-lora
      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: 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: 0.0001
      skip_first_sample: true
      linear_timesteps: true
      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: 200
      width: 1024
      height: 1024
      prompts:
      - '[trigger], a woman, close-up portrait, tears of joy, soft natural light'
      - '[trigger], a woman, extreme close-up of eyes, intense determination, studio
        lighting'
      - '[trigger], a woman, profile view, contemplative expression, golden hour lighting'
      - '[trigger], a woman, laughing heartily, dimples visible, candid shot'
      - '[trigger], a woman, close-up of hands, delicately crafting origami, soft
        focus background'
      - '[trigger], a woman, silhouette at sunset, yoga pose on a cliff, serene mood'
      - '[trigger], a woman, caught in the rain, makeup running, vulnerable expression'
      - '[trigger], a woman, close-up of freckled face, sun-kissed glow, beach setting'
      - '[trigger], a woman, intense workout, sweat droplets, determination, gym setting'
      - '[trigger], a woman, messy bun, glasses, focused on coding, tech startup environment'
      - '[trigger], a woman, close-up of lips, bright red lipstick, blowing a kiss'
      - '[trigger], a woman, teary-eyed, comforting a child, warm embrace'
      - '[trigger], a woman, ecstatic expression, receiving an award, stage lighting'
      - '[trigger], a woman, pensive mood, looking out of a rainy window, muted colors'
      - '[trigger], a woman, close-up of hands covered in paint, artist at work, colorful
        palette'
      neg: ''
      seed: 42
      walk_seed: true
      guidance_scale: 4
      sample_steps: 20
meta:
  name: andie_lora_flux_1_dev_v1.1
  version: '1.1'