{
  "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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      "class_type": "CLIPLoader",
      "inputs": {
        "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 washed medium-blue denim jacket over a plain white cotton T-shirt, high-waisted blue jeans, a narrow brown leather belt, sleeves casually rolled. Relaxed classic American denim style, realistic heavy denim texture.",
        "clip": [
          "2",
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        ]
      }
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      "class_type": "ConditioningZeroOut",
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        "conditioning": [
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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": 20263006
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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_10/07_denim"
      }
    },
    "20": {
      "class_type": "LoadImage",
      "inputs": {
        "image": "ref_01.png"
      }
    },
    "21": {
      "class_type": "VAEEncode",
      "inputs": {
        "pixels": [
          "20",
          0
        ],
        "vae": [
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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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  }
}