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config.yaml

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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'