job: extension
config:
  name: jazzy-0911
  process:
  - type: sd_trainer
    training_folder: output
    device: cuda:0
    network:
      type: lora
      linear: 32
      linear_alpha: 32
    save:
      dtype: float16
      save_every: 500
      max_step_saves_to_keep: 10
      push_to_hub: true
    hf_repo_id: jazzy-updated
    hf_private: false
    datasets:
    - folder_path: /workspace/Jazzy-with-cap-0911
      caption_ext: txt
      caption_dropout_rate: 0.05
      shuffle_tokens: false
      cache_latents_to_disk: true
      resolution:
      - 512
      - 768
      - 1024
    train:
      batch_size: 1
      steps: 5000
      gradient_accumulation_steps: 1
      train_unet: true
      train_text_encoder: false
      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: black-forest-labs/FLUX.1-dev
      is_flux: true
      quantize: false
    sample:
      sampler: flowmatch
      sample_every: 250
      width: 1024
      height: 1024
      prompts:
      - 'This is a digital drawing with a warm, cozy, and slightly vintage aesthetic.
        The scene depicts a cozy living room setting with a light beige wall adorned
        with framed art and a small, black-and-white abstract print. In the foreground,
        a fluffy, cream-colored cat with a slightly darker face and ears sits attentively
        on a wooden shelf. To the left, a potted plant with small, colorful flowers
        and a lit candle in a brown vase provide a soft, inviting ambiance. The shelf
        holds a variety of items: a stack of colorful books, a vintage camera, and
        a green record player with a yellow record on it. The record player has a
        black needle and a small speaker. To the right of the cat, a green, retro-style
        radio is visible. The background features a small, round rug with a textured
        pattern, adding to the homely feel. The overall style is charming and nostalgic,
        with a focus on warm, earthy tones and a sense of comfort.'
      - This is a digital drawing in a warm, pastel color palette, featuring a close-up
        view of a vintage-style coffee machine. The coffee machine is cream-colored
        with a golden trim and has a classic, retro design. It includes a large, circular
        dial on the right side, which is blue with a red pointer, indicating settings
        or temperature control. The coffee machine's steam wand is positioned in the
        center, with a dark green handle and a white steam nozzle. The steam wand
        is currently in use, evidenced by a small amount of coffee being extracted
        into a white ceramic cup placed directly below. The coffee machine's drip
        tray is visible beneath the cup, with a rectangular opening for the coffee
        to collect. The background is soft and muted, with warm tones that blend into
        the image, giving it a cozy and inviting atmosphere. The overall style of
        the drawing is reminiscent of mid-century modern design, with smooth, clean
        lines and a focus on warm, comforting colors.
      neg: ''
      seed: 42
      walk_seed: true
      guidance_scale: 4
      sample_steps: 20
meta:
  name: human_training
  version: '1.0'