| 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' |
|
|
