job: extension
config:
  name: nocco_apple_v6
  process:
  - type: sd_trainer
    training_folder: ./output/flux_lora_nocco
    device: cuda:0
    trigger_word: XN0APBCX
    network:
      type: lora
      linear: 16
      linear_alpha: 16
    save:
      dtype: float16
      save_every: 250
      max_step_saves_to_keep: 4
      push_to_hub: true
    datasets:
    - folder_path: ./nocco_me
      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: 2500
      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-dev
      is_flux: true
      quantize: true
    sample:
      sampler: flowmatch
      sample_every: 250
      width: 1024
      height: 1024
      prompts:
      - a green aluminum can of 'NOCCO BCAA+ Apple' energy drink on a rock in a foggy
        forest
      - a green aluminum can of 'NOCCO BCAA+ Apple' energy drink can in a hand of
        a person
      - a green aluminum can of 'NOCCO BCAA+ Apple' can on a sandy beach at sunset,
        surrounded by seashells and gentle ocean waves
      - Taylor swift holding a green aluminum can NOCCO BCAA+ Apple energy drink can
      - '''NOCCO BCAA+ Apple'' can, green aluminum can dropping into crystal-clear
        water, apple taste, commercial-style, the water should create dramatic splashes
        and bubbles,  surrounding the can in all directions,  capturing the moment
        of impact, high-resolution,  colorful,  (from above:1.2),  photo by Gregory
        Colbert'
      neg: ''
      seed: 42
      walk_seed: true
      guidance_scale: 4
      sample_steps: 20
meta:
  name: nocco_apple_v6
  version: '1.0'