{ "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 — 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 — 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 — 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’s 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 — all rendered with photorealistic precision to emphasize her flawless, voluptuous form. This is a portrait of raw, unfiltered beauty — 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 — from the delicate arch of her collarbone to the subtle definition of her hips — 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": "[name]", "version": "1.0" } }