job: extension
config:
  name: outline-minimalistic-logo
  process:
  - type: sd_trainer
    training_folder: /root/autodl-tmp/output
    device: cuda:0
    trigger_word: outline-minimalistic-logo
    network:
      type: lora
      linear: 16
      linear_alpha: 1
    save:
      dtype: bf16
      save_every: 400
      max_step_saves_to_keep: 5
    datasets:
    - folder_path: /root/dataset/outline
      caption_ext: txt
      caption_dropout_rate: 0.05
      shuffle_tokens: true
      keep_tokens: 2
      cache_latents_to_disk: true
      resolution:
      - 512
      - 768
      - 1024
      flip_aug: true
    train:
      batch_size: 1
      steps: 2000
      gradient_accumulation_steps: 1
      train_unet: true
      train_text_encoder: false
      content_or_style: balanced
      gradient_checkpointing: true
      noise_scheduler: flowmatch
      optimizer: adamw8bit
      lr: 0.0004
      lr_scheduler: constant
      linear_timesteps: true
      ema_config:
        use_ema: true
        ema_decay: 0.99
      dtype: bf16
    model:
      name_or_path: /root/autodl-tmp/FLUX.1-schnell
      assistant_lora_path: /root/autodl-tmp/FLUX.1-schnell-training-adapter/pytorch_lora_weights.safetensors
      is_flux: true
      quantize: true
    sample:
      sampler: flowmatch
      sample_every: 400
      width: 1024
      height: 1024
      prompts:
      - outline-minimalistic-logo, a lion head
      neg: ''
      seed: 33366
      walk_seed: true
      guidance_scale: 4
      sample_steps: 4
meta:
  name: '[PAseer]'
  version: '1.0'