job: extension
config:
  name: flux_lora_balloon_v1
  process:
  - type: sd_trainer
    training_folder: output/balloon
    device: cuda:0
    network:
      type: lora
      linear: 16
      linear_alpha: 16
    save:
      dtype: float16
      save_every: 250
      max_step_saves_to_keep: 4
    datasets:
    - folder_path: /root/autodl-tmp/ai-toolkit/train-data/balloon-art
      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: 4000
      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: /root/autodl-tmp/FLUX.1-dev
      is_flux: true
      quantize: true
    sample:
      sampler: flowmatch
      sample_every: 250
      width: 1024
      height: 1024
      prompts:
      - a balloon art of a beetle
      - a caterpillar made up of multiple layers of green and white balloons. 
      - a balloon art of a small figurine of a deer standing on top of a pile of green
        spheres
      - An elephant woven from balloons
      - a balloon art of a monkey made of balloons. the monkey is standing on all
        fours with its body facing towards the left side of the image
      - woman playing the balloon guitar, on stage, singing a song, laser lights,
        punk rocker
      - hipster man with a beard, building a balloon chair, in a wood shop
      - photo of a balloon man, white background, medium shot, balloon clothing,
        studio lighting
      - a balloon man holding a sign that says, 'this is a sign'
      - a bulldog, in a post apocalyptic world, with a shotgun, in a leather jacket,
        in a desert, with a balloon style motorcycle
      neg: ''
      seed: 42
      walk_seed: true
      guidance_scale: 4
      sample_steps: 20
meta:
  name: flux_lora_balloon_v1
  version: '1.0'