config:
  name: How2Draw-V3
  process:
  - datasets:
    - cache_latents_to_disk: true
      caption_dropout_rate: 0.2
      caption_ext: txt
      folder_path: /root/lorahub/How2Draw-V3/dataset
      resolution:
      - 512
      - 768
      - 1024
      shuffle_tokens: false
      token_dropout_rate: 0.01
    device: cuda:0
    model:
      is_flux: true
      name_or_path: black-forest-labs/FLUX.1-dev
      quantize: true
      text_encoder_bits: 8
    network:
      linear: 42
      linear_alpha: 42
      transformer_only: true
      type: lora
    performance_log_every: 500
    sample:
      height: 1024
      neg: ''
      prompts:
      - Step-by-step Instructions on how to draw a centaur, mythical creature [trigger]
      - Step-by-step Instructions on how to draw a ruins of athens, snake [trigger]
      - Step-by-step Instructions on how to draw a silver vampire sword [trigger]
      - Step-by-step Instructions on how to draw a [trigger] a woman riding a dragon
      - Step-by-step Instructions on how to draw a [trigger] an epic battle between
        men and beasts
      - Step-by-step Instructions on how to draw a [trigger] chaotic cinemtic scene
        with objects floating in space
      sample_every: 500
      sample_steps: 25
      sampler: flowmatch
      seed: 42
      walk_seed: true
      width: 1024
    save:
      dtype: float16
      max_step_saves_to_keep: 3
      save_every: 500
      save_format: diffusers
    train:
      batch_size: 1
      dtype: bf16
      ema_config:
        ema_decay: 0.99
        use_ema: true
      gradient_accumulation_steps: 1
      gradient_checkpointing: true
      linear_timesteps: true
      loss_type: mse
      lr: 1.0
      noise_scheduler: flowmatch
      optimizer: prodigy
      reg_weight: 1.0
      steps: 3000
      target_noise_multiplier: 1.0
      train_text_encoder: false
      train_unet: true
    training_folder: /root/lorahub
    trigger_word: How2Draw
    type: sd_trainer
job: extension
meta:
  description: <3 you