config.yaml

job: extension
config:
  name: strwrz
  process:
  - type: sd_trainer
    training_folder: output
    device: cuda:0
    network:
      type: lora
      linear: 16
      linear_alpha: 16
    save:
      dtype: float16
      save_every: 2000
      max_step_saves_to_keep: 4
      push_to_hub: true
      hf_private: true
    datasets:
    - folder_path: datasets/6355e75f-9f7d-4379-851f-349f1fc4cdf6
      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: 8000
      gradient_accumulation_steps: 1
      train_unet: true
      train_text_encoder: false
      gradient_checkpointing: true
      noise_scheduler: flowmatch
      optimizer: adamw8bit
      lr: 0.0002
      ema_config:
        use_ema: true
        ema_decay: 0.99
      dtype: bf16
      skip_first_sample: true
      disable_sampling: false
    model:
      name_or_path: black-forest-labs/FLUX.1-dev
      is_flux: true
      quantize: true
      low_vram: false
    sample:
      sampler: flowmatch
      sample_every: 1000
      width: 1024
      height: 1024
      prompts:
      - In a futuristic urban landscape, a stunning building emerges. This striking
        edifice features sleek, flowing lines that mimic the curves of nature, with
        its exterior composed of shimmering materials that catch the sunlight, reflecting
        a spectrum of colors that shift throughout the day. The windows are oversized
        and seamlessly integrated, offering panoramic views of the bustling city below
        and inviting natural light to bathe the interior in a warm glow. Surrounding
        the structure, a meticulously landscaped park showcases vibrant greenery,
        with meticulously arranged plant beds boasting colorful flowers and native
        shrubs that add a splash of life to the setting. The sound of water gently
        bubbling from modern fountains creates a serene atmosphere, inviting passersby
        to linger. As pedestrians wander along the adjacent pathways made of smooth,
        polished stones, they admire the elegant design that blends art and functionality.
        Inside, the open-plan layout amplifies the feeling of space, with high ceilings
        adorned with artistic light fixtures that resemble organic forms. The air
        is faintly scented with fresh flora from the indoor gardens, and the soft
        hum of conversation mingles with the gentle whir of technology seamlessly
        integrated into the environment. It's a harmonious blend of nature and innovation,
        embodying a visionary future where architecture coexists beautifully with
        its surroundings. In the architecture style of STRWRZ.
      - In front of a huge mansion, a striking young woman stands with poise, captivating
        in her beauty. Her long, flowing hair cascades in gentle waves, shimmering
        with hues of deep chestnut and sun-kissed highlights. She wears a delicate,
        fitted blouse adorned with intricate lace details that hug her graceful figure,
        while a pastel skirt flares slightly at the waist, exuding a sense of femininity
        and charm. Her expressive hazel eyes are framed by long, dark lashes and sparkle
        with a hint of mischief, drawing the viewer into her enchanting gaze. A subtle
        smile dances on her lips, hinting at warmth and charisma, as she reaches out
        slightly, her fingers gently brushing against her cheek, accentuating her
        flawless complexion. In the architecture style of STRWRZ.
      - In a luxurious, elegantly designed cat room adorned with plush, oversized
        furniture, two playful Maine Coon cats intertwine joyfully. The room is flooded
        with soft, natural light streaming through expansive windows draped with delicate
        sheer curtains, casting gentle patterns on the polished hardwood floor. One
        cat, with a stunning tabby coat and striking green eyes, pounces energetically
        on a whimsical feather toy, its long, tufted ears perked up in keen anticipation.
        The other, a majestic cream-colored Maine Coon, lounges on a plush velvet
        cushion, its bushy tail swishing curiously as it watches its companion's spirited
        antics. Surrounding them, the room is tastefully decorated with colorful cat
        trees that reach toward the ceiling, accented with dangling strings and sisal-covered
        scratching posts. The air feels warm and inviting, with a faint scent of catnip
        lingering playfully. As they frolic, their soft, melodious purring fills the
        space, mingling with the subtle rustle of a nearby tuneful wind chime that
        clinks gently in the breeze. In one corner, a cozy nook with a sunlit window
        invites quiet moments, yet today, the joy of their playful chase transforms
        the sophisticated space into a lively playground filled with love and laughter.
        In the architecture style of STRWRZ.
      neg: ''
      seed: 42
      walk_seed: true
      guidance_scale: 3.5
      sample_steps: 28
    trigger_word: In the architecture style of STRWRZ
meta:
  name: strwrz
  version: '1.0'