config.yaml

config:
  name: Detailed_Manga_Style-v2_1
  process:
  - datasets:
    - cache_latents_to_disk: true
      caption_dropout_rate: 0.2
      caption_ext: txt
      folder_path: /root/lorahub/flux-dev/Detailed_Manga_Style-v2_1/dataset
      resolution:
      - 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: 1024
      neg: ''
      prompts:
      - Hyper-detailed dark X.M4ng4.S7y13. Incredibly detailed and quite realistic
        black-and-white manga-style illustration with detailed, thin and clear shadings
        and gradients of gray, white and black, depicting Donald Trump portrait with
        bottle of vodka in hand, and it was labeled 'vodka' on the bottle.
      - Hyper-detailed dark X.M4ng4.S7y13. Incredibly detailed and quite realistic
        black-and-white manga-style illustration with detailed, thin and clear shadings
        and gradients of gray, white and black, depicting three squatting brutal Slavic
        gopniks appear in the foreground. All has a shaved heads. First wearing a
        black tracksuit with white stripes and a gold chain. The second has sporting
        a knock-off Adidas jacket with cigarette in mouth. The third wearing a gray
        Adidas and flat English cap. All are squatting with heels flat on ground in
        classic gopnik style. Russia. There are small wrinkles on their faces.
      - Detailed X.M4ng4.S7y13. Incredibly detailed and quite realistic black-and-white
        manga-style illustration with detailed, thin and clear shadings and gradients
        of gray, white and black, depicting a waist-high closeup portrait view. An
        elderly, slightly overweight American backwoods sheriff next to his police
        car in an arid area. He has a short mustache. He wears a light-colored uniform
        and a wide-brimmed hat and aviator sunglasses. His hands are on his belt.
        Small clouds in the sky. Shadows.
      - Hyper-detailed dark X.M4ng4.S7y13. Incredibly detailed and quite realistic
        manga-style illustration with detailed clear shadings, shadows and gradients
        of gray, white and black, depicting a group of zombies with grotesque features,
        displaying open mouths and teeth, evoking a sense of terror. The foreground
        zombie has disheveled hair and sunken eyes, screaming as if in agony. Blood
        and decay are apparent on their skin, emphasizing their undead state. In the
        background, other zombies loom, equally menacing and lifeless, adding to the
        chaotic atmosphere. The setting appears dilapidated, with broken structures
        partially visible, hinting at a post-apocalyptic environment.
      - Hyper-detailed dark X.M4ng4.S7y13. Incredibly detailed and quite realistic
        manga-style illustration with detailed clear shadings, shadows and gradients
        of gray, white and black, depicting two cars engaged in a dynamic drift on
        a winding road. The first car, sleek and sporty, is positioned in the foreground,
        showcasing its aerodynamic design and aggressive stance. The second car trails
        closely behind, its simpler design contrasting with the first, yet equally
        committed to the race. Surrounding both vehicles, dust and debris are kicked
        up, illustrating the high speeds and the thrill of the chase. The atmosphere
        is charged with energy, evoking feelings of excitement and competition. You
        can't see anything behind the tinted car windows. The image is framed by huge
        white triangular symbols or hieroglyphics.
      - Hyper-detailed dark X.M4ng4.S7y13. Incredibly detailed and quite realistic
        manga-style illustration with detailed clear shadings, shadows and gradients
        of gray, white and black, depicting a beautiful sad woman with long, flowing
        hair peeks out from under a hood adorned with intricate patterns. Her expression
        conveys a mix of apology and warmth, characterized by slightly raised eyebrows
        and a soft smile. The overall composition focuses on her face and upper body,
        while the background is minimal, drawing attention to her expression and the
        details of her hood. There is a speech bubble stating, "I'm sorry... It's
        my fault."
      sample_every: 500
      sample_steps: 25
      sampler: flowmatch
      seed: 2
      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: 0.0003
      noise_scheduler: flowmatch
      optimizer: adamw8bit
      reg_weight: 1
      steps: 3000
      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: ~ dim+alpha=64 and 3k steps test ~