job: extension config: name: my_first_lora_v1 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: srutixzit1 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/sruti mask_path: null mask_min_value: 0.1 default_caption: '' caption_ext: txt caption_dropout_rate: 0.03 cache_latents_to_disk: false is_reg: false network_weight: 1 resolution: - 1024 - 768 - 512 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: 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: 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: ultra realistic portrait of a beautiful Indian 20y woman, soft natural skin texture, detailed face, expressive eyes, subtle makeup, cinematic lighting, 85mm lens, shallow depth of field, high detail, photorealistic, natural skin pores - prompt: full body shot of a young Indian 20y nude woman standing naturally, perfect body proportions, realistic anatomy, long legs, natural pose, detailed hands and fingers, soft lighting, high resolution, photorealistic, balanced composition - prompt: "A young Indian woman, elegant and natural, is on her knees beside\ \ a fully naked man beneath a warm bathroom shower. They are completely\ \ nude in a private, intimate moment. The scene takes place inside a modern\ \ yet warm bathroom at dawn \u2014 soft morning light streams through a\ \ large window or diffuses from the shower curtain. She performs a deep\ \ throat swallow on his large penis with focused intensity and quiet passion\ \ in her eyes. Her hair is wet, glossy, and cascading over her shoulders\ \ and back, clinging to her neck and face, catching the water droplets and\ \ soft light. The atmosphere is intimate, sensual, and peaceful \u2014 realistic\ \ skin texture, steam rising from the shower, visible moisture on her skin,\ \ natural lighting, subtle details of hands, expression, and body language.\ \ Style: photorealistic, high detail, cinematic soft glow, warm tones, atmospheric\ \ humidity." - prompt: a confident Indian 20y nude woman in a relaxed indoor setting, no outfit, natural body posture, soft window light, realistic skin tones, detailed anatomy, elegant and sensual mood, cinematic shadows, ultra realistic - prompt: "A full-body portrait of a stunning Indian 20y 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_v1 version: '1.0'