{
  "1": {
    "class_type": "UnetLoaderGGUF",
    "inputs": {
      "unet_name": "qwen-image-edit-2511-Q4_K_M.gguf"
    }
  },
  "1a": {
    "class_type": "LoraLoaderModelOnly",
    "inputs": {
      "model": [
        "1",
        0
      ],
      "lora_name": "Qwen-Image-Edit-2511-Lightning-4steps-V1.0-bf16.safetensors",
      "strength_model": 1.0
    }
  },
  "1b": {
    "class_type": "ModelSamplingAuraFlow",
    "inputs": {
      "model": [
        "1a",
        0
      ],
      "shift": 3.0
    }
  },
  "1c": {
    "class_type": "CFGNorm",
    "inputs": {
      "model": [
        "1b",
        0
      ],
      "strength": 1.0
    }
  },
  "2": {
    "class_type": "CLIPLoader",
    "inputs": {
      "clip_name": "qwen_2.5_vl_7b_fp8_scaled.safetensors",
      "type": "qwen_image"
    }
  },
  "3": {
    "class_type": "VAELoader",
    "inputs": {
      "vae_name": "qwen_image_vae.safetensors"
    }
  },
  "4": {
    "class_type": "LoadImage",
    "inputs": {
      "image": "face_sheet (2).png"
    }
  },
  "7": {
    "class_type": "TextEncodeQwenImageEditPlus",
    "inputs": {
      "clip": [
        "2",
        0
      ],
      "vae": [
        "3",
        0
      ],
      "prompt": "Keep the face and identity from the reference image exactly unchanged. The subject is a Korean woman in her early twenties with a quiet composed presence and mysterious ethereal aura; approximately 173cm tall with a trained athletic build, shoulders visibly wider than hips, narrow waist and projected muscular glutes. Generate a new scene with the same subject: A tall slender Korean adult woman with Western fashion model proportions, small head, long limbs, long athletic legs, wide hips, narrow waist, correct human anatomy and natural adult build, framed from the waist up, upper torso and head in view. standing barefoot on wet sand at a dark moonlit beach, gentle waves rolling in just behind her feet, the silver moon reflected as a long streak across the black water. She wears a sheer black floor-length slip dress clinging damp to her body, thin diamond choker at the neck. Her hair is long black hair wet-tousled by the sea breeze. Her makeup is dewy wet-skin finish with smoky matte charcoal eye and bare lips. wading ankle-deep at the water's edge, both hands lifting the hem of her dress, gaze down at the black surface. cool blue moonlight creating a soft rim along her hair and shoulders, dark sand and black water absorbing most of the frame, a single warm distant shore light flaring in the background. Style: Herb Ritts 'Moonlight Bathing' editorial, high-contrast monochromatic moonlight, cinematic. Shot on Leica M11 with 35mm Summicron, Ilford Delta 3200 black and white. Composition: rule of thirds composition. Posture: body turned slightly three-quarter toward camera, weight shifted naturally, relaxed shoulders. Facial expression: gentle closed-mouth smile with warm eye crinkle, relaxed gaze. Cinematic widescreen 16:9 landscape orientation. Preserve the facial identity and body proportions from the reference exactly; generate entirely new clothing, pose, background, and lighting around her.",
      "image1": [
        "4",
        0
      ]
    }
  },
  "7b": {
    "class_type": "FluxKontextMultiReferenceLatentMethod",
    "inputs": {
      "conditioning": [
        "7",
        0
      ],
      "reference_latents_method": "index_timestep_zero"
    }
  },
  "8": {
    "class_type": "ConditioningZeroOut",
    "inputs": {
      "conditioning": [
        "7",
        0
      ]
    }
  },
  "9": {
    "class_type": "EmptyQwenImageLayeredLatentImage",
    "inputs": {
      "width": 1344,
      "height": 768,
      "layers": 1,
      "batch_size": 1
    }
  },
  "10": {
    "class_type": "KSampler",
    "inputs": {
      "model": [
        "1c",
        0
      ],
      "positive": [
        "7b",
        0
      ],
      "negative": [
        "8",
        0
      ],
      "latent_image": [
        "9",
        0
      ],
      "seed": 2864887128,
      "steps": 4,
      "cfg": 1.0,
      "sampler_name": "euler",
      "scheduler": "beta",
      "denoise": 1.0
    }
  },
  "11": {
    "class_type": "VAEDecode",
    "inputs": {
      "samples": [
        "10",
        0
      ],
      "vae": [
        "3",
        0
      ]
    }
  },
  "12": {
    "class_type": "ImageFromBatch",
    "inputs": {
      "image": [
        "11",
        0
      ],
      "batch_index": 0,
      "length": 1
    }
  },
  "13": {
    "class_type": "SaveImage",
    "inputs": {
      "images": [
        "12",
        0
      ],
      "filename_prefix": "qwen-edit-lightning-4step-mac"
    }
  }
}