config:
  name: sleeveface_v1_linear_16
  process:
  - datasets:
    - cache_latents_to_disk: true
      caption_dropout_rate: 0.01
      caption_ext: txt
      folder_path: /root/lorahub/sleeveface_v1_linear_16/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: 16
      linear_alpha: 16
      transformer_only: true
      type: lora
    performance_log_every: 500
    sample:
      guidance_scale: 3.5
      height: 1024
      neg: ''
      prompts:
      - sleeveface, album showing a color image of wounded centaur, mythical creature,
        is held up perfectly aligned with a real horse at a stable, creating the illusion
        of the centaur at a real stable
      - sleeveface, album 'ruins of athens' by snake showing a color image of the
        ruins of athens, is held up perfectly aligned with real buildings in a bustling
        city, creating the illusion of the ruins being a part of teh modern city
      - sleeveface, album 'silver vampire sword' by vampires showing a close up image
        of a vampire holding a dagger, is held up perfectly aligned with body of a
        person in a home, creating the illusion that the vampire head and the body
        are the same person
      - sleeveface, album 'The Wanderer' by Johnny Cash showing a black and white
        image of Cash with a stern expression, holding a guitar over his shoulder,
        is held up perfectly aligned with a person in a plaid shirt standing in a
        field, creating the illusion of Cash walking through the countryside
      - sleeveface, album 'Surfs Up' by The Beach Boys showing a color image of a
        young man with long blond hair and a floral lei around his neck, is held up
        perfectly aligned with a person in a Hawaiian shirt standing on a sandy beach,
        creating the illusion of the Beach Boys vibe in a tropical setting
      - sleeveface, album 'Neon Lights' by Kraftwerk showing a futuristic black and
        white image of a man with slicked-back hair wearing dark glasses, is held
        up perfectly aligned with a person dressed in a minimalist black outfit standing
        under bright city lights, merging the cyberpunk aesthetic with the urban setting.
      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: sleeveface
    type: sd_trainer
job: extension
meta:
  description: an303042