config:
  name: last
  process:
  - datasets:
    - cache_latents_to_disk: false
      caption_dropout_rate: 0.05
      caption_ext: txt
      controls: []
      default_caption: ''
      flip_x: false
      flip_y: false
      folder_path: /dataset/images/785290aa-f063-4879-86ea-a14362f08a6c/img
      is_reg: false
      mask_min_value: 0.1
      mask_path: null
      network_weight: 1
      num_frames: 1
      num_repeats: 1
      resolution:
      - 512
      - 768
      - 1024
      shrink_video_to_frames: true
    device: cuda
    logging:
      log_every: 1
      use_ui_logger: true
    model:
      arch: krea2
      compile: false
      layer_offloading: false
      layer_offloading_text_encoder_percent: 1
      layer_offloading_transformer_percent: 1
      low_vram: false
      model_kwargs:
        text_encoder_path: /cache/hf_cache/Qwen--Qwen3-VL-4B-Instruct
        vae_path: /cache/hf_cache/Qwen--Qwen-Image
      name_or_path: /cache/models/krea--Krea-2-Raw
      qtype: qfloat8
      qtype_te: qfloat8
      quantize: false
      quantize_te: false
    network:
      linear: 40
      linear_alpha: 40
      lokr_factor: -1
      lokr_full_rank: true
      network_kwargs:
        ignore_if_contains: []
      type: lora
    performance_log_every: 10
    save:
      dtype: bf16
      max_step_saves_to_keep: 12
      push_to_hub: false
      save_every: 250
      save_format: diffusers
    sqlite_db_path: ./aitk_db.db
    train:
      batch_size: 1
      bypass_guidance_embedding: false
      cache_text_embeddings: false
      content_or_style: content
      diff_output_preservation: false
      diff_output_preservation_class: person
      diff_output_preservation_multiplier: 1
      differential_guidance_scale: 2
      disable_sampling: true
      do_differential_guidance: true
      dtype: bf16
      ema_config:
        ema_decay: 0.99
        use_ema: false
      force_first_sample: false
      gradient_accumulation: 1
      gradient_checkpointing: true
      loss_type: mse
      lr: 0.0001
      noise_scheduler: flowmatch
      optimizer: adamw8bit
      optimizer_params:
        weight_decay: 0.0001
      skip_first_sample: true
      steps: 2000
      switch_boundary_every: 1
      timestep_type: linear
      train_text_encoder: false
      train_unet: true
      unload_text_encoder: false
    training_folder: /app/checkpoints/785290aa-f063-4879-86ea-a14362f08a6c/test-krea2
    trigger_word: a 3dicon
    type: diffusion_trainer
job: extension
meta:
  name: krea2_lora
  version: '1.0'