job: custom_job
config:
  name: flux_train_replicate
  process:
  - type: custom_sd_trainer
    training_folder: output
    device: cuda:0
    trigger_word: Printemps
    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 lively daytime street view of the iconic Printemps Store front in Paris,
        France, featuring its grand architecture with a classical French style. The
        facade is adorned with intricate details such as golden embellishments, large
        arched windows, and elegant columns. Pedestrians walk along the bustling sidewalk,
        with some admiring the storefront's luxurious displays. Vibrant flowers and
        greenery are arranged near the entrance, complementing the chic design. The
        sky is clear and blue, adding brightness and contrast to the refined architecture.
      - A twilight scene showcasing the majestic Printemps Store front illuminated
        by golden lights, emphasizing its ornate details and classic Haussmannian
        architecture. The building's large glass windows display high-end fashion
        items, while the iconic dome on the roof reflects the soft hues of the sunset.
        A vintage street lamp and Parisian cobblestone street enhance the ambiance,
        with a few well-dressed individuals strolling by. The overall atmosphere is
        elegant and timeless, highlighting the luxury of the store.
      - A festive holiday evening at the Printemps Store front, with dazzling Christmas
        lights and decorations adorning the facade. The display windows feature enchanting
        seasonal designs, drawing attention from a crowd of shoppers wrapped in cozy
        winter clothing. Snow gently falls, covering the cobblestone street in a soft
        white layer. The grand architecture of the building stands out against the
        dark winter sky, glowing warmly from decorative lights and a large holiday
        wreath above the entrance.
      - A summer afternoon view of the Printemps Store front on a sunny day, showcasing
        its elegant facade with golden accents and large glass windows. The street
        is lively with tourists and shoppers carrying designer bags. Flower vendors
        set up colorful stalls nearby, adding to the vibrant energy of the scene.
        The store's famous rooftop dome is visible, glistening in the sunlight. Trees
        line the street, their green foliage providing a touch of nature to the luxurious
        urban setting.
      neg: ''
      seed: 42
      walk_seed: true
      guidance_scale: 3.5
      sample_steps: 28
meta:
  name: flux_train_replicate
  version: '1.0'