job: extension
config:
  name: dogiap_first_lora_training
  process:
  - type: sd_trainer
    training_folder: output
    device: cuda:0
    trigger_word: DoGiap
    network:
      type: lora
      linear: 16
      linear_alpha: 16
    save:
      dtype: float16
      save_every: 200
      max_step_saves_to_keep: 4
      push_to_hub: false
    datasets:
    - folder_path: /home/infimum/code/flux/training_lora/img_resouce
      caption_ext: txt
      caption_dropout_rate: 0.05
      shuffle_tokens: false
      cache_latents_to_disk: true
      resolution:
      - 512
    train:
      batch_size: 1
      steps: 2000
      gradient_accumulation_steps: 1
      train_unet: true
      train_text_encoder: false
      gradient_checkpointing: true
      noise_scheduler: flowmatch
      optimizer: adamw8bit
      lr: 0.0001
      ema_config:
        use_ema: true
        ema_decay: 0.99
      dtype: bf16
    model:
      name_or_path: black-forest-labs/FLUX.1-schnell
      assistant_lora_path: ostris/FLUX.1-schnell-training-adapter
      is_flux: true
      quantize: true
    sample:
      sampler: flowmatch
      sample_every: 250
      width: 512
      height: 512
      prompts:
      - '[{trigger_word}] holding a sign that says ''I LOVE Giap dep trai!'''
      - Describe a cozy modern living room featuring a minimalist design with neutral
        tones, a sleek sectional sofa, and a statement coffee table. The trigger word
        is {trigger_word}
      - Illustrate a modern living room with large windows allowing natural light,
        adorned with indoor plants, and a combination of textured fabrics. Include
        the trigger word {trigger_word}.
      - Conceptualize a living room that merges functionality and style, including
        built-in shelving, smart home technology, and contemporary art pieces, while
        emphasizing the trigger word {trigger_word}
      - Create a vibrant living room space with bold accent colors, a mix of vintage
        and modern furniture, and unique lighting fixtures. Use the trigger word {trigger_word}
        to enhance the description.
      - Visualize a modern living room that emphasizes sustainability, featuring recycled
        materials, eco-friendly decor, and energy-efficient appliances. Incorporate
        the trigger word {trigger_word} into the design.
      neg: ''
      seed: 42
      walk_seed: true
      guidance_scale: 3.5
      sample_steps: 20
meta:
  name: dogiap_first_lora_training
  version: '1.0'