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.job_config.json

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+{
+  "job": "extension",
+  "config": {
+    "name": "my_first_lora_v8",
+    "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": "xantaraz1",
+        "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/antaramag",
+            "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,
+              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": false,
+          "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": "\"xantaraz1 , 一張真實隨興的iPhone快照——一張未經任何專業造型或濾鏡處理的全身照，直接從相機膠卷中取出。午後的陽光斜射進樓梯間的窗戶，營造出金色的氛圍。畫面中只有兩個人：一個剛高中畢業的可愛18歲印度女孩，和一個年紀相仿的印度男孩。女孩跪在空蕩蕩的學校樓梯間光禿禿的水泥台階上，男孩站在她右側；她的頭正好位於男孩的胯部，臉貼著他的陰莖。  女孩：一頭長長的波浪捲髮，白皙的皮膚，大大的眼睛，以及柔嫩年輕的容顏。她完全素顏——皮膚看起來無比真實，毛孔細小，瑕疵清晰可見。她的頭髮略顯凌亂，幾縷被汗水浸濕的髮絲貼在泛紅的臉上。她那件藏藍色拉鍊外套——飾有白色拼接和紅白條紋——拉鍊完全敞開，露出她小巧自然的A罩杯胸部。她那條配套的藏藍色運動校褲被隨意地丟在一旁。她的下半身赤裸，露出陰部；她陰唇上方覆蓋著一片濃密的、未經修剪的長陰毛。她的陰唇呈現柔和的粉褐色，大小和形狀都很正常；她生殖器的解剖細節非常逼真。她腳上穿著白色運動鞋和白色棉襪。她低著頭，嘴裡含著男孩勃起的陰莖，正在進行濕潤逼真的口交；她的嘴唇完全包裹住陰莖的中段，舌頭的動作清晰可見，唾液順著陰莖滴落。同時，她將一隻手伸到兩腿之間，輕��撫摸自己濃密的陰毛。  男孩：他穿著一件與女孩相配的藏藍色拉鍊外套——外套上也飾有白色拼接和紅白條紋——拉鍊完全敞開，露出上半身。他那條藏藍色的運動校褲被拉到大腿中部，露出勃起的陰莖。他用雙手輕輕托住女孩的頭——每隻手的五根手指都完好無損——他的手臂和腿部看起來也很正常。女孩羞澀地抬頭直視著男孩；她的表情既羞澀又充滿渴望，與她天真無邪的學生面孔和大膽的性行為形成了鮮明的對比。  背景：空蕩蕩的學校水泥樓梯間的一角，金屬扶手，幾縷陽光透過縫隙灑下，空氣中瀰漫著細小的灰塵——營造出一種安靜、私密而又隱蔽的氛圍。細緻的皮膚紋理，小巧而自然的乳房；具有未經編輯的 iPhone 照片的真實質感和自然色彩。\""
+            },
+            {
+              "prompt": "\"xantaraz1 , A sensual, medium-close-up portrait of a stunning, slender young woman posed kneeling on a textured, light-colored bedspread. She is completely nude, with a natural body shape and subtle, natural pubic hair. Her body is arched in a dramatic, expressive posture, with one arm raised behind her head, tossing her voluminous, dark brown hair upward and backward, creating motion blur and dynamic lines. Her eyes are closed or looking down with a captivating, slightly open-mouthed expression conveying deep emotion or ecstasy. The lighting is soft, warm, and golden, suggesting late afternoon sunlight streaming in from the side, creating gentle highlights on her skin and deep shadows that sculpt her figure. The background is softly blurred (shallow depth of field), featuring warm beige and muted brown tones with a subtle geometric, possibly wood-paneled or tiled pattern angled diagonally behind her, adding visual texture. The overall mood is intimate, evocative, and painterly, captured with the aesthetic of fine art photography, high detail, and realistic texture. Cinematic lighting, professional photography, Canon EOS R5., ultra detailed, intricate details, cinematic, photorealistic, masterpiece\""
+            },
+            {
+              "prompt": "\"xantaraz1 , A Sexy 18y Indian woman with perfect body pressed against a rain-streaked window, getting taken from behind, her breasts against the cold glass, She is standing pose and wearing a high knee length black boot, city lights reflecting on her wet skin, intense and cinematic\""
+            },
+            {
+              "prompt": "\"xantaraz1 , anal sex, bridge position, squatting cowgirl position, 1girl, penis, nipples, medium breasts, 1boy, pussy, black thighhighs, black ponytail hair, navel, clothed male nude female, lace-trimmed legwear, closed eyes, spread legs, bottomless, girl on top, male pubic hair, long hair, erection, arm support, lace trim, smile, tattoo on thigh, grin\""
+            },
+            {
+              "prompt": "\"xantaraz1 , 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 — 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"
+  }
+}