config:
  name: METAL_TECHNICAL_POSTER
  process:
  - datasets:
    - cache_latents_to_disk: true
      caption_dropout_rate: 0.1
      caption_ext: txt
      color_aug: true
      flip_aug: false
      folder_path: /root/lorahub/METAL_TECHNICAL_POSTER/dataset
      resolution:
      - 512
      - 768
      - 1024
      shuffle_tokens: true
      token_dropout_rate: 0.05
    device: cuda:0
    model:
      is_flux: true
      name_or_path: black-forest-labs/FLUX.1-dev
      quantize: true
      text_encoder_bits: 8
    network:
      clip_skip: 2
      linear: 256
      linear_alpha: 128
      text_encoder: true
      transformer_only: true
      type: lora
    performance_log_every: 500
    sample:
      height: 1280
      neg: ''
      prompts:
      - skull with mushrooms, technical diagram, white linework on black background,
        red accent text, [trigger]
      - death metal logo, technical illustration style, anatomical drawing, [trigger]
      - botanical specimen diagram, occult symbols, white line art, [trigger]
      - scientific illustration with warning text, detailed line art, [trigger]
      sample_every: 500
      sample_steps: 25
      sampler: flowmatch
      seed: 42
      walk_seed: true
      width: 720
    save:
      dtype: float16
      max_step_saves_to_keep: 3
      save_every: 500
      save_format: diffusers
    train:
      batch_size: 4
      dtype: bf16
      ema_config:
        ema_decay: 0.995
        use_ema: true
      gradient_accumulation_steps: 2
      gradient_checkpointing: true
      linear_timesteps: true
      loss_type: huber
      lr: 0.0002
      noise_scheduler: flowmatch
      optimizer: adamw8bit
      reg_weight: 0.7
      steps: 3000
      target_noise_multiplier: 0.7
      train_text_encoder: false
      train_unet: true
      warmup_steps: 100
    training_folder: /root/lorahub
    trigger_word: technical metal poster
    type: sd_trainer
job: extension