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job: extension
config:
  name: my_first_lora_v6
  process:
  - type: diffusion_trainer
    training_folder: /teamspace/studios/this_studio/ai-toolkit/output
    sqlite_db_path: /teamspace/studios/this_studio/ai-toolkit/aitk_db.db
    device: cuda
    trigger_word: xtishaz1
    performance_log_every: 10
    network:
      type: lora
      linear: 32
      linear_alpha: 32
      conv: 16
      conv_alpha: 16
      lokr_full_rank: true
      lokr_factor: -1
      network_kwargs:
        ignore_if_contains: []
    save:
      dtype: bf16
      save_every: 500
      max_step_saves_to_keep: 8
      save_format: diffusers
      push_to_hub: false
    datasets:
    - folder_path: /teamspace/studios/this_studio/ai-toolkit/datasets/tisha
      mask_path: null
      mask_min_value: 0.1
      default_caption: Indian 18y nude girl
      caption_ext: txt
      caption_dropout_rate: 0.05
      cache_latents_to_disk: false
      is_reg: false
      network_weight: 1
      resolution:
      - 1024
      controls: []
      shrink_video_to_frames: true
      num_frames: 1
      do_i2v: true
      flip_x: false
      flip_y: false
    train:
      batch_size: 1
      bypass_guidance_embedding: false
      steps: 3000
      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: true
      cache_text_embeddings: false
      lr: 0.0001
      ema_config:
        use_ema: false
        ema_decay: 0.99
      skip_first_sample: false
      force_first_sample: false
      disable_sampling: true
      dtype: bf16
      diff_output_preservation: false
      diff_output_preservation_multiplier: 1
      diff_output_preservation_class: person
      switch_boundary_every: 1
      loss_type: mse
      do_differential_guidance: true
      differential_guidance_scale: 3
    model:
      name_or_path: Tongyi-MAI/Z-Image-Turbo
      quantize: true
      qtype: qfloat8
      quantize_te: true
      qtype_te: qfloat8
      arch: zimage:turbo
      low_vram: true
      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: "xtishaz1, A young nude woman with a soft oval face shape, smooth\
          \ light-to-medium warm skin tone, and clear glowing complexion, large expressive\
          \ almond-shaped dark brown eyes, well-defined natural eyebrows, a small\
          \ straight nose, and full pink lips with a gentle smile, long straight silky\
          \ black hair styled with volume at the crown (slight puffed front) flowing\
          \ past the shoulders, with a youthful, fresh, and naturally elegant appearance\
          \ and balanced facial symmetry, is captured in a moment of intense intimacy\
          \ as she leans forward with her eyes closed in pleasure, her tongue delicately\
          \ exploring the base of a man\u2019s erect penis, her head tilted back slightly,\
          \ her left hand gently cradling the back of her head while her right arm\
          \ rests along his torso, the man\u2019s tattooed forearm adorned with a\
          \ black dagger design rests possessively on her head, his body partially\
          \ visible with defined musculature and natural body hair, the scene bathed\
          \ in warm, golden-orange ambient lighting that casts soft shadows and highlights\
          \ the contours of their skin, the background blurred into a smooth gradient\
          \ of rich amber tones with subtle bokeh lights, creating a shallow depth\
          \ of field that draws focus entirely to the couple\u2019s connection, the\
          \ camera positioned at a close, slightly low angle to emphasize the intimacy\
          \ and raw emotion of the moment, the woman\u2019s delicate gold hoop earring\
          \ and thin gold chain necklace catching the light, adding a touch of elegance\
          \ to the sensual scene, the overall composition exudes a sense of passion,\
          \ trust, and natural beauty, rendered in ultra-high detail with a realistic,\
          \ NSFW, adult, Z-Image Turbo optimized aesthetic."
      - prompt: xtishaz1, A young nude woman with a soft oval face shape, smooth light-to-medium
          warm skin tone, and clear glowing complexion, large expressive almond-shaped
          dark brown eyes, well-defined natural eyebrows, a small straight nose, and
          full pink lips with a gentle smile, long straight silky black hair styled
          with volume at the crown (slight puffed front) flowing past the shoulders,
          with a youthful, fresh, and naturally elegant appearance and balanced facial
          symmetry, is captured in a moment of intense intimacy, kneeling on a plush
          white quilted bed, her body arched gracefully as she leans forward, one
          hand resting possessively on her hip while the other is gently placed on
          her thigh, her skin glistening with natural moisture under the soft, diffused
          natural light filtering through sheer white curtains and a wooden-framed
          window in the background, the warm beige walls and a wicker basket subtly
          visible in the corner adding to the serene, private atmosphere, the camera
          angle is low and intimate, emphasizing the curves of her body and the sensual
          tension of the moment, the depth of field is shallow, blurring the background
          slightly to draw focus to her form and the subtle interplay of light and
          shadow across her skin, creating a highly detailed, realistic, NSFW, adult,
          Z-Image Turbo optimized scene that exudes passion, elegance, and natural
          beauty.
      - prompt: xtishaz1, A young nude woman with a soft oval face shape, smooth light-to-medium
          warm skin tone, and clear glowing complexion, large expressive almond-shaped
          dark brown eyes, well-defined natural eyebrows, a small straight nose, and
          full pink lips with a gentle smile, long straight silky black hair styled
          with volume at the crown (slight puffed front) flowing past the shoulders,
          with a youthful, fresh, and naturally elegant appearance and balanced facial
          symmetry, stands confidently in a softly lit bedroom, her body poised in
          a natural, relaxed stance with arms slightly away from her sides, her gaze
          direct and serene, the scene bathed in warm, diffused natural light filtering
          through sheer white curtains behind her, casting gentle shadows and highlighting
          the smooth contours of her form, the background features a neatly made bed
          with crisp white linens, a potted plant in a woven basket to the left, and
          a minimalist wooden nightstand with a small green plant on the right, the
          camera angle is straight-on at eye level, capturing the full length of her
          body with a shallow depth of field that softly blurs the background elements,
          emphasizing her presence and the intimate, tranquil atmosphere of the space,
          the overall composition exudes a sense of calm sensuality and natural beauty,
          rendered in ultra-high detail with realistic textures and lighting, perfectly
          optimized for Z-Image Turbo.
      - prompt: xtishaz1, A young nude woman with a soft oval face shape, smooth light-to-medium
          warm skin tone, and clear glowing complexion, large expressive almond-shaped
          dark brown eyes, well-defined natural eyebrows, a small straight nose, and
          full pink lips with a gentle smile, long straight silky black hair styled
          with volume at the crown (slight puffed front) flowing past the shoulders,
          with a youthful, fresh, and naturally elegant appearance and balanced facial
          symmetry, reclines provocatively atop a plush, deep purple satin couch,
          her legs spread wide in a bold, sensual pose that accentuates her curves
          and natural beauty, her tongue playfully extended in a teasing expression,
          the rich, velvety texture of the couch contrasting with the smooth, glistening
          skin of her body, the ambient lighting casting soft, warm highlights across
          her form, the background revealing a cozy, intimate room with a purple wall,
          a bookshelf filled with books and decorative items, and a vintage-style
          lamp casting a gentle glow, the depth of field keeps the focus sharply on
          her figure while softly blurring the background elements, creating a luxurious,
          NSFW, adult, Z-Image Turbo optimized scene that exudes confidence, allure,
          and raw sensuality.
      - prompt: xtishaz1, A young nude woman with a soft oval face shape, smooth light-to-medium
          warm skin tone, and clear glowing complexion, large expressive almond-shaped
          dark brown eyes, well-defined natural eyebrows, a small straight nose, and
          full pink lips with a gentle smile, long straight silky black hair styled
          with volume at the crown (slight puffed front) flowing past the shoulders,
          with a youthful, fresh, and naturally elegant appearance and balanced facial
          symmetry, kneels gracefully on gray tiled bathroom floor in a poised, slightly
          arched position, her body glistening with subtle sheen under soft, diffused
          ambient lighting that highlights the natural curves and contours of her
          torso, hips, and thighs, her left hand resting gently on her inner thigh
          while her right hand lightly touches her knee, her gaze directed confidently
          toward the viewer with an air of serene sensuality, behind her, a pristine
          white ceramic toilet stands against a backdrop of muted gray wall tiles
          with clean, minimalist grout lines, the scene framed by a slightly elevated
          camera angle that captures the full length of her form from mid-thighs upward,
          creating a sense of depth and intimacy, the shallow depth of field softly
          blurs the background elements while keeping her figure sharply in focus,
          evoking a quiet, private moment of vulnerability and elegance within a modern,
          sterile bathroom environment, the overall composition exudes a natural,
          unposed beauty with a touch of NSFW allure, rendered in ultra-high detail
          with realistic textures and lighting, optimized for Z-Image Turbo.
      neg: ''
      seed: 42
      walk_seed: true
      guidance_scale: 1
      sample_steps: 8
      num_frames: 1
      fps: 1
    logging:
      log_every: 1
      use_ui_logger: true
meta:
  name: my_first_lora_v6
  version: '1.0'