config:
  name: Detailed_Manga_Style
  process:
  - datasets:
    - cache_latents_to_disk: true
      caption_dropout_rate: 0.2
      caption_ext: txt
      folder_path: /root/lorahub/flux-dev/Detailed_Manga_Style/dataset
      resolution:
      - 1024
      - 1280
      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: 64
      linear_alpha: 64
      transformer_only: true
      type: lora
    performance_log_every: 500
    sample:
      guidance_scale: 3.5
      height: 1280
      neg: ''
      prompts:
      - 'Dark X.M4ng4.S7y13. Alien closeup portrait, wrinkles, right side text: "Omae
        Wa Mou Shindeiru", black background. Incredibly detailed and quite realistic
        black-and-white manga-style illustration with detailed and clear shadings
        and gradients of gray, white and black.'
      - X.M4ng4.S7y13. In the scene, a male and female character stand in a narrow
        endless corridor filled with windows to a large aquarium. The male, with tousled
        hair and wearing a casual short-sleeved shirt, leans slightly towards the
        female, who has her hair tied back in a ponytail and wears a long skirt paired
        with a backpack. The corridor is well-defined by its tiled flooring and industrial
        pipes overhead, leading to distant windows that frame nature-themed illustrations.
        Incredibly detailed and quite realistic black-and-white manga-style illustration
        with detailed and clear shadings and gradients of gray, white and black
      - X.M4ng4.S7y13. In the center of the image stands a traditional japanese torii
        gate, framing a serene path that leads to a shrine. The path is paved with
        stones, guiding the viewer toward a structured building with a gracefully
        sloping roof. Surrounding the shrine are trees, their foliage subtly suggested,
        enhancing the tranquil atmosphere. To the left and right, additional buildings
        with simple designs flank the scene, creating a harmonious balance. The setting
        evokes a sense of peace and cultural significance, inviting contemplation
        of its historical and spiritual essence. Incredibly detailed and quite realistic
        black-and-white manga-style illustration with detailed and clear shadings
        and gradients of gray, white and black.
      - Dark X.M4ng4.S7y13. A hooded figure draped in a flowing, tattered cloak stands.
        The face of the figure is obscured by shadows, adding an air of mystery. Arms
        is extended outward, displaying a menacing hands adorned with spikes and eyes.
        The atmosphere is charged, with wisps of ethereal light emanating from the
        figure. In the background, faint outlines of ominous shapes suggest a dark
        environment, enhancing the figure's imposing presence. From the figure's index
        fingers emanate glowing wisps of magic that resemble smoke. Incredibly detailed
        and quite realistic black-and-white manga-style illustration with detailed
        and clear shadings and gradients of gray, white and black.
      - Dark X.M4ng4.S7y13. Donald Trump portrait. Incredibly detailed and quite realistic
        black-and-white manga-style illustration with detailed and clear shadings
        and gradients of gray, white and black.
      - X.M4ng4.S7y13. Donald Trump portrait. Realistic.
      sample_every: 500
      sample_steps: 25
      sampler: flowmatch
      seed: 420
      walk_seed: true
      width: 1280
    save:
      dtype: float16
      max_step_saves_to_keep: 1
      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: 0.0003
      noise_scheduler: flowmatch
      optimizer: adamw8bit
      reg_weight: 1
      steps: 2000
      target_noise_multiplier: 1
      train_text_encoder: false
      train_unet: true
    training_folder: /root/lorahub/flux-dev
    trigger_word: X.M4ng4.S7y13
    type: loradex_trainer
job: extension
meta:
  description: ''