job: custom_job
config:
  name: flux_train_replicate
  process:
  - type: custom_sd_trainer
    training_folder: output
    device: cuda:0
    trigger_word: PRIAPUS
    network:
      type: lora
      linear: 16
      linear_alpha: 16
    save:
      dtype: float16
      save_every: 100
      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: 1
      steps: 1800
      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: 50
      width: 1024
      height: 1024
      prompts:
      - A photo of a cartoon muscular man PRIAPUS, shirtless with glowing tribal tattoos,
        leans casually against a stone wall, exuding quiet confidence. His intense
        gaze and relaxed posture are enhanced by the flickering light of a nearby
        flame, creating an air of mystery and allure.
      - A photo of a cartoon muscular man PRIAPUS, shirtless, with black tribal tattoos
        and a rugged beard, flexes one arm while holding a heavy chain in the other,
        radiating raw strength and determination. His focused expression and dynamic
        pose convey power and control.
      - A photo of a cartoon muscular man PRIAPUS, shirtless with intricate tribal
        tattoos, holds a glowing orb in one hand, his smirk hinting at playful confidence.
        His muscular physique and the mystical glow of the orb add an air of supernatural
        charisma.
      - A photo of a cartoon muscular man PRIAPUS, shirtless, with red tribal tattoos
        wrapping around his shoulders, reclines against a rock with a mischievous
        smirk, holding a flower delicately in his hand. His playful gesture contrasts
        with his rugged build, blending charm and strength.
      - A photo of a cartoon muscular man PRIAPUS, shirtless with silver tribal tattoos,
        strikes a heroic pose on a mountain peak, arms spread wide as if embracing
        the world. The dramatic lighting and his confident expression highlight his
        dominance and connection with the wild terrain.
      neg: ''
      seed: 42
      walk_seed: true
      guidance_scale: 3.5
      sample_steps: 28
meta:
  name: flux_train_replicate
  version: '1.0'