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config.yaml

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+job: extension
+config:
+  name: my_first_lora_v3
+  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: xdipszit1
+    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: 250
+      max_step_saves_to_keep: 4
+      save_format: diffusers
+      push_to_hub: false
+    datasets:
+    - folder_path: /teamspace/studios/this_studio/ai-toolkit/datasets/dips
+      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:
+      - 512
+      - 1024
+      - 768
+      controls: []
+      shrink_video_to_frames: true
+      num_frames: 1
+      flip_x: false
+      flip_y: false
+      num_repeats: 1
+    train:
+      batch_size: 1
+      bypass_guidance_embedding: false
+      steps: 4000
+      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: false
+      force_first_sample: false
+      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
+    logging:
+      log_every: 1
+      use_ui_logger: true
+    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_v2.safetensors
+    sample:
+      sampler: flowmatch
+      sample_every: 250
+      width: 1024
+      height: 1024
+      samples:
+      - prompt: "\"A stunning Indian woman with lustrous black hair cascading over\
+          \ her shoulders kneels gracefully on a sleek gray tiled bathroom floor,\
+          \ her full nude form captured in perfect, sensual detail. Her body is sculpted\
+          \ with flawless, taut curves \u2014 her breasts are perfectly round and\
+          \ full, with deep brownish areolas and erect nipples drawing the eye, while\
+          \ her toned abdomen and hips flow seamlessly into a lush, curvaceous ass\
+          \ that glistens with natural sheen. Her legs are bent at the knees, one\
+          \ foot tucked beneath her, the other resting lightly on the floor, creating\
+          \ a poised, almost reverent posture as she gazes directly into the camera\
+          \ with an intense, knowing expression. Her skin is smooth and radiant, catching\
+          \ the soft, diffused light that highlights every contour, from the delicate\
+          \ arch of her collarbone to the subtle definition of her glutes.  The composition\
+          \ is intimate and uncluttered, with the background reduced to a minimalist\
+          \ gray tile wall and a pristine white toilet just behind her, grounding\
+          \ the scene in a modern, clean bathroom setting. The monochromatic backdrop\
+          \ ensures all attention remains on her flawless anatomy \u2014 the subtle\
+          \ curve of her spine, the gentle slope of her shoulders, the fullness of\
+          \ her thighs, and the delicate arch of her back as she leans slightly forward.\
+          \ Her long, dark hair frames her face like a natural halo, contrasting beautifully\
+          \ with her warm, sun-kissed skin tone, while her eyes hold a quiet, magnetic\
+          \ allure that invites the viewer into her world. The lighting is soft yet\
+          \ precise, casting gentle shadows that accentuate her curves without overpowering\
+          \ her natural beauty.  This portrait is a celebration of raw, unfiltered\
+          \ sensuality \u2014 her pose is both vulnerable and commanding, her nudity\
+          \ not merely exposed but intentional, a testament to her confidence and\
+          \ grace. The simplicity of the environment amplifies the power of her form,\
+          \ making her appear both ethereal and grounded, like a goddess emerging\
+          \ from the mundane. Every detail \u2014 from the slight tension in her shoulders\
+          \ to the relaxed curve of her hips \u2014 speaks of a woman who owns her\
+          \ body, her presence, and her moment. The image is a masterful blend of\
+          \ eroticism and elegance, capturing not just her physical beauty but the\
+          \ quiet strength and allure that radiates from within.\""
+      - prompt: "\"A stunning Indian woman with lustrous black hair tied in a high,\
+          \ messy bun, her body glistening with natural oils and sweat, is captured\
+          \ in a moment of intense, sensual intimacy. Her full, perfectly rounded\
+          \ breasts with deep brownish-tinted areolas and erect nipples press against\
+          \ her back as she arches her spine, her hips thrusting forward in a powerful,\
+          \ rhythmic motion. Her thighs are spread wide, revealing the glistening,\
+          \ wet folds of her vagina and pussy as she rides the thick, dark brown shaft\
+          \ of her partner\u2019s erect penis, her fingers gripping his shoulders\
+          \ for balance. Her face is turned over her shoulder, eyes locked with the\
+          \ viewer, lips parted in a breathy moan, her expression a mix of ecstasy\
+          \ and dominance.  The scene is set against a minimalist, warm-toned beige\
+          \ background that accentuates her flawless, sun-kissed skin and the rich,\
+          \ earthy tones of her dark hair and the deep brown of her partner\u2019\
+          s skin. The environment is simple yet intimate \u2014 a wooden floor, a\
+          \ few potted plants with trailing vines, and a large blue exercise ball\
+          \ in the background \u2014 all serving to frame the raw, unfiltered passion\
+          \ of the moment. Her body is sculpted with perfect, athletic curves, her\
+          \ ass cheeks taut and rounded, her legs strong and toned, and her entire\
+          \ form radiates a powerful, sensual energy that is both commanding and inviting.\
+          \  The lighting is soft and natural, casting gentle shadows that highlight\
+          \ the contours of her body and the texture of her skin, while the camera\
+          \ angle, positioned low and close, captures the full, unfiltered drama of\
+          \ the encounter. Her partner\u2019s muscular legs and arms are visible beneath\
+          \ her, his body a solid, grounding presence as she moves with fluid, controlled\
+          \ power. The image is a celebration of raw, unapologetic desire \u2014 a\
+          \ portrait of a woman in complete command of her body and her pleasure,\
+          \ her every movement a testament to her strength, beauty, and erotic power.\""
+      - prompt: A first-person view of a Indian 21y woman sucking a man's penis. She's
+          kneeling in front of him, drooling over his cock and take the penis in her
+          mouth. Dramatic lighting and great detail. Her face has innocent expressions.
+          She is looking at the man's body while she is sucking the man's penis.
+      - prompt: "\"A stunning Indian woman with lustrous black hair styled in a thick,\
+          \ cascading braid down her back is captured from behind, seated provocatively\
+          \ on a dark gray couch. Her full, rounded buttocks are the focal point,\
+          \ glistening with natural skin tones and subtle freckles, as she wears only\
+          \ a tight pink tank top and matching pink socks. Her posture is relaxed\
+          \ yet inviting, with her arms resting casually on the couch cushions, emphasizing\
+          \ the curve of her spine and the smooth expanse of her back. The setting\
+          \ is minimalist, with a plain, soft beige background that draws all attention\
+          \ to her flawless, curvaceous form.  In an intimate, sensual moment, a pair\
+          \ of hands\u2014belonging to an unseen partner\u2014gracefully caresses\
+          \ her lower back and gently presses against her cheeks, while one finger\
+          \ delicately traces the crevice between her cheeks, teasingly exploring\
+          \ the hidden depths of her anatomy. Her nude form is rendered with hyper-realistic\
+          \ detail: her perfectly round, deep brownish-tinted breasts are subtly hinted\
+          \ at beneath the snug fabric of her top, her nipples are visible and erect,\
+          \ and her vaginal opening is exposed and glistening with natural moisture,\
+          \ framed by the lush folds of her pussy. Her ass is impossibly plump and\
+          \ firm, with every contour and dimple rendered in exquisite detail, inviting\
+          \ the viewer\u2019s gaze to linger on the sheer perfection of her curves.\
+          \  The scene is bathed in soft, natural light that enhances the smoothness\
+          \ of her skin and the rich, dark hue of her hair, creating a warm, sensual\
+          \ atmosphere. The portrait-style composition focuses entirely on her body,\
+          \ capturing the raw, unfiltered beauty of her form in a moment of quiet,\
+          \ erotic intimacy. The simple, uncluttered background and the tight framing\
+          \ amplify the emotional and physical connection between the woman and her\
+          \ partner, making this image a celebration of sensuality, confidence, and\
+          \ the unapologetic allure of the female form.\""
+      - prompt: "\"A full-body portrait of a stunning Indian woman with long, flowing\
+          \ black hair cascading down her back, standing nude and poised in a serene,\
+          \ softly lit bedroom. Her body is sculpted with perfect, natural curves\
+          \ \u2014 full, round breasts with dark brownish areolas and nipples, a smooth\
+          \ midriff leading to a gently curved waist, and a deeply toned, naturally\
+          \ darkened pubic area that accentuates her feminine form. Her legs are long\
+          \ and slender, ending in a firm, rounded ass that subtly tenses as she stands\
+          \ with her arms relaxed at her sides, fingers slightly curled, exuding quiet\
+          \ confidence and sensual grace. Her gaze is direct and unflinching, meeting\
+          \ the viewer\u2019s eyes with a calm, alluring intensity that draws you\
+          \ in.  The environment is minimalist and intimate, set against a soft, neutral\
+          \ beige background that enhances the natural tones of her skin and hair.\
+          \ Behind her, sheer white curtains filter in diffused daylight, casting\
+          \ gentle shadows across the room, while a simple bed with rumpled white\
+          \ linens and a potted green plant in the corner add subtle domestic warmth\
+          \ without distracting from the central focus. The lighting is soft and even,\
+          \ highlighting the smooth texture of her skin, the subtle contours of her\
+          \ anatomy, and the natural sheen of her hair \u2014 all rendered with photorealistic\
+          \ precision to emphasize her flawless, voluptuous form.  This is a portrait\
+          \ of raw, unfiltered beauty \u2014 a celebration of the female body in its\
+          \ most natural state. Her posture is relaxed yet commanding, her expression\
+          \ serene and self-assured, embodying both innocence and sensuality. The\
+          \ composition is vertically framed, drawing attention to her full, symmetrical\
+          \ silhouette, while the muted, monochromatic backdrop ensures every curve,\
+          \ every detail of her anatomy \u2014 from the delicate arch of her collarbone\
+          \ to the subtle definition of her hips \u2014 is rendered with exquisite\
+          \ clarity. She stands as a living sculpture, a vision of erotic elegance,\
+          \ inviting the viewer to appreciate the harmony of her form and the quiet\
+          \ power of her presence.\""
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 1
+      sample_steps: 8
+      num_frames: 1
+      fps: 1
+meta:
+  name: my_first_lora_v3
+  version: '1.0'