job: extension
config:
  name: nocco_apple_v3
  process:
  - type: sd_trainer
    training_folder: output/flux_lora_nocco
    performance_log_every: 200
    device: cuda:0
    trigger_word: N0bcap
    network:
      type: lora
      linear: 32
      linear_alpha: 32
    save:
      dtype: float16
      save_every: 200
      max_step_saves_to_keep: 4
      push_to_hub: false
    datasets:
    - folder_path: ./nocco_me
      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: 1000
      gradient_accumulation_steps: 1
      train_unet: true
      train_text_encoder: false
      gradient_checkpointing: true
      noise_scheduler: flowmatch
      optimizer: adamw8bit
      lr: 0.0001
      skip_first_sample: true
      ema_config:
        use_ema: true
        ema_decay: 0.99
      dtype: bf16
    model:
      name_or_path: black-forest-labs/FLUX.1-schnell
      assistant_lora_path: ostris/FLUX.1-schnell-training-adapter
      is_flux: true
      quantize: true
    sample:
      sampler: flowmatch
      sample_every: 200
      width: 1024
      height: 1024
      prompts:
      - '[trigger] can on a sandy beach at sunset, surrounded by seashells and gentle
        ocean waves'
      - '[trigger] floating in space with distant stars and planets in the background,
        illuminated by a soft cosmic glow'
      - '[trigger] can in a bustling urban street at night, reflecting the colorful
        neon signs of a busy cityscape'
      - '[trigger] on a picnic blanket in a lush green park, with people relaxing
        and trees swaying in the breeze'
      - '[trigger] can half-buried in snow on a mountaintop, with a stunning view
        of the surrounding icy peaks and bright blue sky'
      - '[trigger] on a desert dune, surrounded by endless sand and a hot, golden
        sunset casting long shadows'
      - '[trigger] sitting on a wooden table in a cozy, candlelit cabin, with a fireplace
        crackling nearby'
      - '[trigger] by a riverbank in a rainforest, with tropical plants and a waterfall
        cascading nearby.'
      - '[trigger] can in a futuristic cityscape, placed on a sleek hovercraft deck,
        with towering skyscrapers and flying vehicles in the background'
      - '[trigger] at a music festival, surrounded by vibrant lights, dancing people,
        and confetti filling the air'
      neg: ''
      seed: 42
      walk_seed: true
      guidance_scale: 1
      sample_steps: 4
meta:
  name: nocco_apple_v3
  version: '1.0'