config.yaml

job: extension
config:
  name: D-ART-Flux1
  process:
  - type: sd_trainer
    training_folder: /content/output
    device: cuda:0
    network:
      type: lora
      linear: 16
      linear_alpha: 16
    save:
      dtype: float16
      save_every: 250
      max_step_saves_to_keep: 10
    datasets:
    - folder_path: /content/dataset
      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: 4000
      gradient_accumulation_steps: 1
      train_unet: true
      train_text_encoder: false
      content_or_style: content
      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: true
    sample:
      sampler: flowmatch
      sample_every: 250
      width: 1024
      height: 1024
      prompts:
      - D-ART \(Artist\), @18dart5, @18dart3, @18dart2, @18dart1, illustration of
        a woman with blonde hair, wearing a white off-the-shoulder bodysuit,  She
        has a neutral expression and is looking directly at the camera. The background
        is a plain, light grey wall.  The image has a high-quality, professional feel.
      - D-ART \(Artist\), @18dart5, @18dart3, @18dart2, @18dart1, illustration of
        a woman with blonde hair, wearing a black lace bra, She has a small silver
        heart-shaped pendant necklace around her neck. She is looking directly at
        the camera with a neutral expression. The background is a plain, light-colored
        wall.  The image is high quality .
      - 'D-ART \(Artist\), @18dart5, @18dart3, @18dart2, @18dart1, illustration of
        a  woman with long blonds hair, wearing a white shirt with a plunging neckline,  She
        has a serious expression and is looking directly at the camera. The background
        is a plain, textured grey wall. The lighting is natural, highlighting her
        features. The image has a high-quality, professional feel. The woman is the
        main subject, positioned in the center of the frame. '
      - 'D-ART \(Artist\), @18dart5, @18dart3, @18dart2, @18dart1, illustration of
        a woman with blonde hair wearing a black turtleneck sweater and a gold necklace
        with a large pendant. She is sitting in the passenger seat of a car, smiling
        at the camera with her right hand resting on her ear. The background shows
        a clear blue sky and some greenery outside the car window.  The image is high
        quality and has a professional feel. '
      - D-ART \(Artist\), @18dart5, @18dart3, @18dart2, @18dart1, illustration of
        a woman with blonde hair, wearing a blue and black Starfleet uniform with
        a gold Star Fleet com-badge on the chest. She is standing in a well lit room.  The
        woman has a serious expression and is looking directly at the camera. The
        image has a high-quality, professional feel.
      - D-ART \(Artist\), @18dart5, @18dart3, @18dart2, @18dart1, illustration of
        a woman with blonde hair,wearing a blue t-shirt with white polka dots, standing
        in a snowy forest with tall pine trees in the background. She has a neutral
        expression and is looking directly at the camera.  The image is high quality
        and has a professional feel.
      neg: ''
      seed: 9000
      walk_seed: true
      guidance_scale: 4
      sample_steps: 20
meta:
  name: D-ART-Flux1
  version: '4.0'