job: extension
config:
  name: chrissy_lora_flux_1_dev_v1.0
  process:
  - type: sd_trainer
    training_folder: output
    performance_log_every: 1000
    device: cuda:0
    trigger_word: chrissy
    network:
      type: lora
      linear: 32
      linear_alpha: 32
    save:
      dtype: float16
      save_every: 200
      max_step_saves_to_keep: 4
      push_to_hub: true
    hf_repo_id: steveant/chrissy-lora
    hf_private: true
    datasets:
    - folder_path: ..\images\chrissy-lora
      caption_ext: txt
      caption_dropout_rate: 0.05
      shuffle_tokens: true
      cache_latents_to_disk: true
      resolution:
      - 512
      - 768
      - 1024
    train:
      batch_size: 1
      steps: 3000
      gradient_accumulation_steps: 1
      train_unet: true
      train_text_encoder: false
      content_or_style: balanced
      gradient_checkpointing: true
      noise_scheduler: flowmatch
      optimizer: adamw8bit
      lr: 0.0001
      skip_first_sample: false
      linear_timesteps: true
      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: true
    sample:
      sampler: flowmatch
      sample_every: 200
      width: 1024
      height: 1024
      prompts:
      - '[trigger], a woman, close-up portrait, tears of joy, soft natural light,
        high dynamic range, vivid colors, lifelike skin texture, razor-sharp focus
        on eyes'
      - '[trigger], a woman, extreme close-up of eyes, intense determination, studio
        lighting, rich details, enhanced contrast, hyper-realistic eyelashes, reflections
        in pupils'
      - '[trigger], a woman, profile view, contemplative expression, golden hour lighting,
        clear shadows and highlights, fine hair detail, subtle color gradients in
        sky'
      - '[trigger], a woman, laughing heartily, dimples visible, candid shot, realistic
        texture, enhanced micro-expressions, depth of field effect, vibrant background
        bokeh'
      - '[trigger], a woman, close-up of hands, delicately crafting origami, soft
        focus background, intense color saturation, ultra-fine paper texture, dramatic
        lighting on fingertips'
      - '[trigger], a woman, silhouette at sunset, yoga pose on a cliff, serene mood,
        enhanced contrast, vivid sky gradients, intricate cloud formations, sharp
        edge definition'
      - '[trigger], a woman, caught in the rain, makeup running, vulnerable expression,
        extremely intricate detail, high-speed capture of individual raindrops, reflective
        wet surfaces'
      - '[trigger], a woman, close-up of freckled face, sun-kissed glow, beach setting,
        vivid sky, hyper-detailed skin texture, sun flare effect, fine sand particles
        visible'
      - '[trigger], a woman, intense workout, sweat droplets, determination, gym setting,
        high contrast lighting, ultra-sharp focus on beads of sweat, detailed muscle
        definition'
      - '[trigger], a woman, messy bun, glasses, focused on coding, tech startup environment,
        rich color palette, reflections in glasses, intricate code details on screen'
      - '[trigger], a woman, close-up of lips, bright red lipstick, blowing a kiss,
        studio lighting, ultra-sharp focus, detailed lip texture, visible gloss reflections'
      - '[trigger], a woman, teary-eyed, comforting a child, warm embrace, soft natural
        light, realistic skin texture, intricate fabric details, subtle color nuances
        in tears'
      - '[trigger], a woman, ecstatic expression, receiving an award, stage lighting,
        dramatic shadows, high dynamic range, sparkle effect on award, detailed crowd
        background'
      - '[trigger], a woman, pensive mood, looking out of a rainy window, muted colors,
        high dynamic range, intricate raindrop patterns, reflections in glass, subtle
        fog effect'
      - '[trigger], a woman, close-up of hands covered in paint, artist at work, colorful
        palette, vivid pigments, textured canvas, visible brush strokes, paint splatters
        in mid-air'
      - '[trigger], a woman, mid-action shot, playing violin, concert hall, dramatic
        lighting, intricate details on instrument, motion blur on bow, fine wood grain
        visible'
      - '[trigger], a woman, underwater portrait, flowing hair, bubbles, vivid turquoise
        water, high contrast, light rays penetrating surface, detailed aquatic particulates'
      - '[trigger], a woman, close-up of eye with reflection, city lights, nighttime
        setting, enhanced detail, intricate iris patterns, reflective tearduct, neon
        light effects'
      - '[trigger], a woman, windswept hair, standing on mountaintop, panoramic view,
        rich landscape details, atmospheric perspective, ultra-fine hair strands,
        detailed rock textures'
      - '[trigger], a woman, macro shot of eye, heterochromia, studio lighting, ultra-high
        resolution, visible capillaries, complex color variations in iris, eyelash
        micro-detail'
      neg: ''
      seed: 42
      walk_seed: true
      guidance_scale: 4
      sample_steps: 20
meta:
  name: chrissy_lora_flux_1_dev_v1.0
  version: '1.1'