job: extension
config:
  name: FLUXDev_POGNY_v1.01
  process:
  - type: sd_trainer
    training_folder: output
    device: cuda:0
    trigger_word: POGNY is a white bear Heart shaped hair on the chest
    network:
      type: lora
      linear: 16
      linear_alpha: 16
    save:
      dtype: float16
      save_every: 250
      max_step_saves_to_keep: 6
    datasets:
    - folder_path: /home/acorn/FLUX_LoRA_Training/ai-toolkit/assets/POGNY_training_data
      caption_ext: txt
      caption_dropout_rate: 0.05
      shuffle_tokens: false
      cache_latents_to_disk: true
      resolution:
      - 512
      - 768
      - 1024
    train:
      batch_size: 4
      steps: 4000
      gradient_accumulation_steps: 12
      train_unet: true
      train_text_encoder: false
      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: 512
      height: 512
      prompts:
      - '''POGNY is a white bear Heart shaped hair on the chest'' wearing a suit and
        tie, delivering an inspiring speech to a large, attentive audience.'
      - '''POGNY is a white bear Heart shaped hair on the chest'' at a cozy coffee
        shop, sitting at a table, reading a newspaper with a steaming cup of coffee.'
      - '''POGNY is a white bear Heart shaped hair on the chest'' in the kitchen,
        wearing an apron and skillfully chopping vegetables as part of a meal preparation.'
      - '''POGNY is a white bear Heart shaped hair on the chest'' playing a guitar
        on stage, performing energetically at a live concert, surrounded by excited
        fans.'
      - '''POGNY is a white bear Heart shaped hair on the chest'' simple background,
        front_view, at the bus stop, '
      neg: ''
      seed: 42
      walk_seed: true
      guidance_scale: 6.0
      sample_steps: 20
meta:
  name: FLUXDev_POGNY_v1.01
  version: '1.0'