job: custom_job
config:
  name: flux_train_replicate
  process:
  - type: custom_sd_trainer
    training_folder: output
    device: cuda:0
    trigger_word: Fnac
    network:
      type: lora
      linear: 16
      linear_alpha: 16
    save:
      dtype: float16
      save_every: 100
      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
      - 1440
    train:
      batch_size: 1
      steps: 1000
      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:
      - A high-resolution daytime photograph of a Fnac store located on a bustling
        urban street. The storefront features the iconic yellow Fnac logo prominently
        displayed on a modern glass facade. Shoppers are casually walking by, and
        the reflections of nearby buildings are visible on the large windows. A few
        promotional posters are visible inside, advertising the latest tech and books.
        The atmosphere is lively, with a slightly overcast sky providing soft, even
        lighting.
      - A nighttime photo of a Fnac store in a European city. The bright, illuminated
        yellow Fnac sign contrasts against the dark sky. The store windows glow warmly,
        showcasing displays of books, electronics, and entertainment products. The
        street outside is wet as if it has recently rained, reflecting the store's
        lights. A couple of pedestrians holding shopping bags are visible walking
        past, giving a cozy and inviting atmosphere.
      - A wide-angle photograph of a sleek Fnac storefront inside a bustling modern
        shopping mall. The store has a clean, contemporary design with bright, inviting
        lighting. The iconic yellow Fnac logo is displayed above the entrance. Shoppers
        are entering and exiting the store, some holding branded bags. Visible through
        the glass are shelves of books, rows of electronic gadgets, and a display
        for the latest tech releases. The polished floors of the mall reflect the
        store's lights.
      - A vintage-style photograph of a Fnac store nestled in a historic European
        city street. The building has an old-world charm with ornate architectural
        details, but the bold yellow Fnac sign adds a modern touch. The store windows
        are decorated with colorful displays of books, music, and electronics. Outside,
        cobblestone streets and a few bicycles leaned against the building add to
        the scene's character. The lighting is warm and golden, suggesting a late
        afternoon ambiance.
      - ''
      - ''
      - ''
      - ''
      - ''
      - ''
      - ''
      - ''
      neg: ''
      seed: 42
      walk_seed: true
      guidance_scale: 3.5
      sample_steps: 28
meta:
  name: flux_train_replicate
  version: '1.0'