job: custom_job
config:
  name: flux_train_replicate
  process:
  - type: custom_sd_trainer
    training_folder: output
    device: cuda:0
    trigger_word: TOK
    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: 0.05
      shuffle_tokens: false
      cache_latents_to_disk: false
      cache_latents: 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: 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: 100
      width: 1024
      height: 1024
      prompts:
      - This is a digital anime-style drawing of March 7th, a young woman with light
        pink hair styled in twin pigtails, adorned with pink bows. She has large,
        expressive purple eyes and is winking with a playful smile. March 7th wears
        a brown and white outfit with a red capelet, featuring a blue gemstone on
        her chest. Her outfit highlights her large breasts. The background is white
        with sparkles and small pastel-colored flowers, enhancing the whimsical and
        cute aesthetic. The image is vibrant with soft, pastel colors.
      - "This digital anime-style drawing features March 7th, a cute girl with pink\
        \ hair, large blue eyes, and a blushing expression. She wears a tight, grey\
        \ turtleneck sweater that accentuates her ample breasts and a loose, lavender\
        \ jacket. A bottle of wine and a glass are visible in the background. March\
        \ 7th\u2019s skin is fair, and she has a small, purple flower accessory on\
        \ her jacket. The background is minimalistic, focusing attention on her."
      - This is a digital anime-style illustration featuring March 7th, a young woman
        with short, pink hair and large, expressive purple eyes. She is seated on
        a rock, surrounded by a serene, cherry blossom-filled landscape with soft
        blue skies. March 7th wears a white bikini with blue ribbon accents and a
        sheer, pink, floral-patterned robe draped over her shoulders. Her skin is
        fair, and she has a petite, curvy figure with medium-sized breasts. The scene
        exudes a tranquil, dreamy atmosphere with gentle water ripples in the background.
      neg: ''
      seed: 42
      walk_seed: true
      guidance_scale: 3.5
      sample_steps: 28
meta:
  name: flux_train_replicate
  version: '1.0'