job: custom_job
config:
  name: flux_train_replicate
  process:
  - type: custom_sd_trainer
    training_folder: output
    device: cuda:0
    trigger_word: hsr_lora
    network:
      type: lora
      linear: 32
      linear_alpha: 32
    save:
      dtype: float16
      save_every: 200
      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
    train:
      batch_size: 4
      steps: 2000
      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:
      - This is a digital anime-style drawing featuring the character topaz. Topaz
        has a slender build, fair skin, and striking blue eyes. She has short, white
        hair with a bold red streak on the left side, and a small, silver hairpin
        on the right side. Her outfit is a mix of futuristic and fantasy elements,
        featuring a red and white military-inspired jacket with gold accents, black
        gloves, and a white, high-collared shirt underneath. The jacket is open at
        the chest, revealing a hint of cleavage. Topaz is posing with her right hand
        on her chin, and her left hand resting on her head, giving a confident and
        slightly playful expression. The background is plain white, emphasizing the
        character. There are color swatches on the left side of the image, indicating
        the character's color palette.
      - This is a digital anime-style drawing featuring Ruan Mei, a young woman with
        long, flowing black hair and striking green eyes. She has a fair skin tone
        and a petite, curvy figure with large breasts. Ruan Mei is dressed in an elaborate
        fantasy outfit, primarily teal and brown with intricate gold accents, featuring
        a high collar, puffed sleeves, and a flowing cape. Her attire includes a decorative
        white necklace and a small, pink flower on her right side. The background
        is plain white, keeping the focus on Ruan Mei's detailed and elegant appearance.
      - digital anime-style illustration draped in a (shawl),dressed in blue dress,short
        sleeves,shiny texture,watch,ring,standing upright,hand in hair,slight twist,close-up
        shot,eye-level angle,natural lighting,fashion photography,violet smirking
        honey brown  Watercolor art
      neg: ''
      seed: 42
      walk_seed: true
      guidance_scale: 3.5
      sample_steps: 28
meta:
  name: flux_train_replicate
  version: '1.0'