{
  "prompt": {
    "1": {
      "class_type": "UNETLoader",
      "inputs": {
        "unet_name": "flux-2-klein-4b-fp8.safetensors",
        "weight_dtype": "default"
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    },
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        "clip_name": "qwen_3_4b.safetensors",
        "type": "flux2",
        "device": "default"
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    "3": {
      "class_type": "VAELoader",
      "inputs": {
        "vae_name": "flux2-vae.safetensors"
      }
    },
    "4": {
      "class_type": "CLIPTextEncode",
      "inputs": {
        "text": "Photorealistic virtual wardrobe try-on. Edit ONLY the clothing and requested fashion accessories of the woman in the reference photo. Preserve the same recognizable face, facial expression, black hair, age, body proportions, hand placement, pose, clear transparent umbrella, rainy neon city street, elevated train, original camera viewpoint and lighting. The clothes must fit naturally, and she must keep holding the umbrella in exactly the same position. Preserve the full original scene. No text, no logos, no watermark. Outfit: A bright mustard yellow premium waterproof technical shell jacket with a raised collar, contrasting charcoal utility pockets and sealed seam details, dark olive hiking trousers and an understated crossbody utility strap. Contemporary outdoor gorpcore style, practical layered clothing, no logos.",
        "clip": [
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        ]
      }
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      "class_type": "ConditioningZeroOut",
      "inputs": {
        "conditioning": [
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        ]
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    },
    "6": {
      "class_type": "EmptyFlux2LatentImage",
      "inputs": {
        "width": 1008,
        "height": 576,
        "batch_size": 1
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    },
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      "class_type": "RandomNoise",
      "inputs": {
        "noise_seed": 20263009
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    },
    "8": {
      "class_type": "KSamplerSelect",
      "inputs": {
        "sampler_name": "euler"
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    },
    "9": {
      "class_type": "Flux2Scheduler",
      "inputs": {
        "steps": 4,
        "width": 1008,
        "height": 576
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    },
    "10": {
      "class_type": "CFGGuider",
      "inputs": {
        "model": [
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        ],
        "positive": [
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        ],
        "negative": [
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        "cfg": 1.0
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    },
    "11": {
      "class_type": "SamplerCustomAdvanced",
      "inputs": {
        "noise": [
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        ],
        "guider": [
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        ],
        "sampler": [
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        "sigmas": [
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        ],
        "latent_image": [
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      }
    },
    "12": {
      "class_type": "VAEDecode",
      "inputs": {
        "samples": [
          "11",
          0
        ],
        "vae": [
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        ]
      }
    },
    "13": {
      "class_type": "SaveImage",
      "inputs": {
        "images": [
          "12",
          0
        ],
        "filename_prefix": "spark_demos/outfits_10/10_outdoor"
      }
    },
    "20": {
      "class_type": "LoadImage",
      "inputs": {
        "image": "ref_01.png"
      }
    },
    "21": {
      "class_type": "VAEEncode",
      "inputs": {
        "pixels": [
          "20",
          0
        ],
        "vae": [
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        ]
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    },
    "22": {
      "class_type": "ReferenceLatent",
      "inputs": {
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        ],
        "latent": [
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        ]
      }
    },
    "23": {
      "class_type": "ReferenceLatent",
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        "latent": [
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    }
  }
}