job: extension
config:
  name: my_first_flux_lora_v1
  process:
  - type: sd_trainer
    training_folder: output
    device: cuda:0
    trigger_word: $rsty
    network:
      type: lora
      linear: 16
      linear_alpha: 16
    save:
      dtype: float16
      save_every: 250
      max_step_saves_to_keep: 4
      push_to_hub: false
    datasets:
    - folder_path: /home/ec2-user/ai-toolkit/dataset
      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: 2000
      gradient_accumulation_steps: 1
      train_unet: true
      train_text_encoder: false
      gradient_checkpointing: true
      noise_scheduler: flowmatch
      optimizer: adamw8bit
      lr: 0.0001
      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:
      - '[trigger] wearing a BBQ apron, flipping burgers at a backyard party, with
        smoke rising from the grill.'
      - '[trigger] holding a cup of coffee, sitting at a park bench, with autumn leaves
        falling around.'
      - '[trigger] dressed as a pirate, standing on a sandy beach, holding a treasure
        chest.'
      - '[trigger] riding a skateboard down a street, wearing sunglasses, with a dog
        chasing behind.'
      - '[trigger] playing the guitar on a small stage, with colorful lights shining
        in the background.'
      - '[trigger] building a sandcastle on the beach, wearing a sun hat, with waves
        in the background.'
      - '[trigger] sitting in a cozy library, reading a book, with a warm light glowing
        on their face.'
      - '[trigger] wearing a leather jacket, leaning against a motorcycle, with a
        desert landscape behind them.'
      - '[trigger] painting a picture on a canvas, standing in a garden full of blooming
        flowers.'
      - '[trigger] sitting in a diner booth, eating a burger and fries, with a jukebox
        in the background.'
      neg: ''
      seed: 42
      walk_seed: true
      guidance_scale: 4
      sample_steps: 20
meta:
  name: my_first_flux_lora_v1
  version: '1.0'