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swapagrawal14_flux_dev_swap_draws_it

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Diffusers
template:sd-lora
flux
lora
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swapagrawal14_flux_dev_swap_draws_it
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config:
  name: flux_dev_swap_draws_it
  process:
  - datasets:
    - cache_latents_to_disk: true
      caption_dropout_rate: 0.2
      caption_ext: txt
      folder_path: /root/lorahub/flux_dev_swap_draws_it/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:
      - a woman taking selfie in front of mirror, illusion drawn on canvas  [trigger]
      - peacock pilot pen stencil like art drawn on canvas [trigger]
      - two couples are in love in k-pop minimalistic silhouette style, colorful but
        zero face details [trigger]
      - a haunted scribble scene inspired by characteristics of a teddy doll plus
        basement or prison scene painted on canvas [trigger]
      - highly artistic with fine double detailing outlines a rose is drawn with thin
        pilot pen on canvas [trigger]
      - highly realistic hand drawn eyes drawn on page that turned slightly yellowish
        due to old and it's sticked on a fresh white canvas [trigger]
      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: swap_draws_it , sketch on canvas
    type: sd_trainer
job: extension
meta:
  description: This LoRa model is optimized for generating hand-drawn, sketchbook-style
    art, capturing the unique elements of pencil texture, bold lines, and selective
    color accents as seen in custom sketches. It emphasizes fine details, shading,
    and a realistic yet stylized approach that mirrors traditional drawing techniques.
    It is trained with my own handmade drawings