job: extension
config:
  name: flux.1_lora_flyway_Epic-Characters_v1
  process:
  - type: sd_trainer
    training_folder: output
    device: cuda:0
    network:
      type: lora
      linear: 16
      linear_alpha: 16
    save:
      dtype: float16
      save_every: 500
      max_step_saves_to_keep: 5
    datasets:
    - folder_path: /root/ai-toolkit/train-data/Epic-Characters
      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: 16000
      gradient_accumulation_steps: 1
      train_unet: true
      train_text_encoder: false
      gradient_checkpointing: true
      noise_scheduler: flowmatch
      optimizer: adamw8bit
      lr: 0.0001
      linear_timesteps: true
      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
      low_vram: true
    sample:
      sampler: flowmatch
      sample_every: 500
      width: 1024
      height: 1024
      prompts:
      - A man standing on a cliff with a great sword raised high, and many people
        are rushing up at the bottom of the hill.
      - A woman with the face of an alien, wearing an elaborate helmet.
      - A statue with a human-like face, hidden in a cliff wall.
      - On the flat ground floats a huge stone statue of a man, surrounded by a circle
        of men in red robes.
      - A warrior is talking to a monster, the monster is huge, the warrior looks
        tiny
      neg: ''
      seed: 42
      walk_seed: true
      guidance_scale: 4
      sample_steps: 20
meta:
  name: flux.1_lora_flyway_Epic-Characters_v1
  version: '1.0'