config:
  name: appelsiensam_instructionsmeme_v1
  process:
  - datasets:
    - cache_latents_to_disk: true
      caption_dropout_rate: 0.2
      caption_ext: txt
      folder_path: /root/lorahub/appelsiensam_instructionsmeme_v1/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:
      - '[trigger] Instructional diagram in black and white line art style, safety
        manual aesthetic. Title banner reads ''Instructions: Testing Baby''s Bottle''.
        Split screen layout. Left side labeled ''DO'': testing milk temperature with
        drops on wrist. Right side labeled ''DON''T'': drinking directly from baby''s
        bottle. Red warning triangle in corner. Minimalist line drawing style. White
        background.'
      - '[trigger] Instructional diagram in black and white line art style, safety
        manual aesthetic. Title banner reads ''Instructions: Drying Baby''. Split
        screen layout. Left side labeled ''YES'': gently drying baby with towel by
        hand. Right side labeled ''NO'': person attempting to use clothes dryer. Red
        warning triangle in corner. Minimalist line drawing style. White background.'
      - '[trigger] Instructional diagram in black and white line art style, safety
        manual aesthetic. Title banner reads ''Instructions: Introducing Baby to Pets''.
        Split screen layout. Left side labeled ''SAFE'': parent carefully holding
        baby while introducing to calm dog at safe distance. Right side labeled ''UNSAFE'':
        baby placed directly against fish tank with aquarium decorations. Red warning
        triangle in corner. Minimalist line drawing style. White background.'
      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: 0.0002
      noise_scheduler: flowmatch
      optimizer: adamw8bit
      reg_weight: 1.0
      steps: 3000
      target_noise_multiplier: 1.0
      train_text_encoder: false
      train_unet: true
    training_folder: /root/lorahub
    trigger_word: 1NSTRUCT10NM3M3
    type: sd_trainer
job: extension
meta:
  description: ''