job: extension
config:
  name: Technically_Color_Z_Image_v1_renderartist
  process:
  - type: diffusion_trainer
    training_folder: /mnt/Linux/Code/ai-toolkit/output
    sqlite_db_path: /mnt/Linux/Code/ai-toolkit/aitk_db.db
    device: cuda
    trigger_word: null
    performance_log_every: 10
    network:
      type: lora
      linear: 48
      linear_alpha: 48
      conv: 16
      conv_alpha: 16
      lokr_full_rank: true
      lokr_factor: -1
      network_kwargs:
        ignore_if_contains: []
    save:
      dtype: bf16
      save_every: 250
      max_step_saves_to_keep: 12
      save_format: diffusers
      push_to_hub: false
    datasets:
    - folder_path: /mnt/Linux/Code/ai-toolkit/datasets/t3chnic4lly
      control_path: null
      mask_path: null
      mask_min_value: 0.1
      default_caption: ''
      caption_ext: txt
      caption_dropout_rate: 0.05
      cache_latents_to_disk: false
      is_reg: false
      network_weight: 1
      resolution:
      - 1024
      - 1280
      - 768
      - 512
      controls: []
      shrink_video_to_frames: true
      num_frames: 1
      do_i2v: true
      flip_x: false
      flip_y: false
    train:
      batch_size: 2
      bypass_guidance_embedding: false
      steps: 2500
      gradient_accumulation: 1
      train_unet: true
      train_text_encoder: false
      gradient_checkpointing: true
      noise_scheduler: flowmatch
      optimizer: adamw8bit
      timestep_type: weighted
      content_or_style: balanced
      optimizer_params:
        weight_decay: 0.0001
      unload_text_encoder: false
      cache_text_embeddings: false
      lr: 0.0001
      ema_config:
        use_ema: false
        ema_decay: 0.99
      skip_first_sample: true
      disable_sampling: false
      dtype: bf16
      diff_output_preservation: false
      diff_output_preservation_multiplier: 1
      diff_output_preservation_class: person
      switch_boundary_every: 1
      loss_type: mse
    model:
      name_or_path: Tongyi-MAI/Z-Image-Turbo
      quantize: false
      qtype: qfloat8
      quantize_te: false
      qtype_te: qfloat8
      arch: zimage:turbo
      low_vram: false
      model_kwargs: {}
      layer_offloading: false
      layer_offloading_text_encoder_percent: 1
      layer_offloading_transformer_percent: 1
      assistant_lora_path: ostris/zimage_turbo_training_adapter/zimage_turbo_training_adapter_v1.safetensors
    sample:
      sampler: flowmatch
      sample_every: 250
      width: 1024
      height: 1024
      samples:
      - prompt: t3chnic4lly old, white woman, played by actress dressed in a cream-colored,
          intricately patterned lace blouse with a brown bow tie at the collar. She
          has short, curly gray hair and is smiling warmly. The background shows a
          dimly lit, ornate staircase with dark red carpeting, suggesting a luxurious
          Victorian-style interior. The lighting is soft, highlighting her joyful
          expression and adding warmth to the scene.
      - prompt: t3chnic4lly The photo is a photograph featuring a woman with a fair
          complexion and short, wavy blonde hair styled in soft curls. She is wearing
          a luxurious, off-the-shoulder golden gown that shimmers under the light,
          giving it a metallic texture. The dress is fitted at the waist with a full
          skirt that flares slightly. She accessorizes with a delicate necklace featuring
          small, colorful gemstones.  The woman is standing in a profile pose, looking
          downwards with a contemplative expression. Her right hand rests gently on
          the stone railing of a balcony or terrace, while her left arm hangs naturally
          by her side. The stone railing is part of a larger stone structure, suggesting
          a historic or medieval setting.  In the background, there is a picturesque
          view of a quaint village nestled in the rolling hills. The village is composed
          of small, rustic houses with red-tiled roofs, surrounded by lush greenery
          and trees. The sky is clear, with a hint of blue, indicating a sunny day.
          The overall atmosphere is serene and timeless, capturing a moment of quiet
          reflection in a beautiful, old-world setting.
        width: 1920
        height: 1088
      - prompt: t3chnic4lly classic cinema film still, a close-up portrait of Santa
          Claus's face, his kind, crinkled eyes sparkling with mirth and wisdom. His
          magnificent white beard and mustache are neatly groomed, framing a gentle
          smile, and the rich texture of his red velvet hat, with its distinct, slightly
          pointed shape and single white pom-pom, is visible, pulled slightly over
          his brow. His spectacles are round and wire-rimmed, resting low on his nose.
          The lighting emphasizes the warmth and depth of his character, conveying
          a sense of 1950s magic and profound goodwill, depicted with a soft, diffused
          focus and rich, inviting tones.
        width: 1920
        height: 1088
      - prompt: 't3chnic4lly photo vampire woman with big updo, red eyees, long fingernails,
          she''s pointing at a potion that glows purple in a vial, the vial has smoke
          rising, her eyes are wide. Maniacal expression she''s leaning close over
          it. '
      - prompt: t3chnic4lly a man is holding a briefcase in a noir style colorzied
          still, he looks serious with a hat and overcoat. He's standing outside of
          an officwe building
      - prompt: t3chnic4lly vibrant 1960s close-up of her head portrait face of a
          woman outside in a garden, a stone wall flanks her Clouds, dreamy scene.
          She's wearing a blue dress 3/4 turn upper body. Curly red hair, gold earrings,
          polkadot dress, behind her is a sheep
      - prompt: 't3chnic4lly a young man with brown hair and a striped cotton sweater
          with blue and yellow stripes is sitting next to a playful husky dog with
          lots of fur, the dog is happy sitting near the man. The two are sitting
          near a pond, the pond is surrounded by flower bushes and tall trees, the
          dappled light creating a peaceful ambiance to the photograph. 1960s cinematic
          still. '
      neg: ''
      seed: 42
      walk_seed: true
      guidance_scale: 1
      sample_steps: 8
      num_frames: 1
      fps: 1
meta:
  name: Technically_Color_Z_Image_v1_renderartist
  version: '1.0'