{
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    "inputs": {
      "image": "body.jpg"
    }
  },
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    "class_type": "LoraLoaderModelOnly",
    "inputs": {
      "lora_name": "flux2/klein/bfs_head_v1_flux-klein_9b_step3500_rank128.safetensors",
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      "strength_model": 1.0
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  },
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    "class_type": "LoraLoaderModelOnly",
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      "strength_model": 0.6
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    "class_type": "CLIPTextEncode",
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  },
  "13": {
    "class_type": "CLIPTextEncode",
    "inputs": {
      "clip": [
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      ],
      "text": "bad quality, noise, blurry, worst quality, low resolution, blur, distortion, unnatural blending, cartoon, illustration, painting"
    }
  },
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    "class_type": "VAELoader",
    "inputs": {
      "vae_name": "flux2-vae.safetensors"
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  },
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    "class_type": "VAEEncode",
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      "pixels": [
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    "class_type": "VAEEncode",
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  },
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    "class_type": "ReferenceLatent",
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      "latent": [
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    "class_type": "ReferenceLatent",
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    "class_type": "ReferenceLatent",
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  },
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    "class_type": "LoadImage",
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      "image": "face.jpg"
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  },
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    "class_type": "ReferenceLatent",
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      ],
      "latent": [
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  },
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    "class_type": "CFGGuider",
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  },
  "22": {
    "class_type": "KSamplerSelect",
    "inputs": {
      "sampler_name": "euler"
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  },
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    "class_type": "Flux2Scheduler",
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      ],
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      "width": [
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  },
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    "class_type": "RandomNoise",
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      "noise_seed": 42
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  },
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    "class_type": "SamplerCustomAdvanced",
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    "class_type": "VAEDecode",
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  },
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    "class_type": "SaveImage",
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      "filename_prefix": "faceswapnew-klein-base",
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  },
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    "class_type": "RMBG",
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      "invert_output": false,
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  },
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    "class_type": "ImageResizeKJv2",
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      "crop_position": "center",
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      "divisible_by": 2,
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      "image": [
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      ],
      "keep_proportion": "resize",
      "pad_color": "0, 0, 0",
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      "width": 512
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  },
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    "class_type": "AILab_QwenVL",
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    "class_type": "StringConcatenate",
    "inputs": {
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      "string_b": [
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      ]
    }
  },
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    "class_type": "ResizeImageMaskNode",
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      ],
      "resize_type": "scale total pixels",
      "resize_type.megapixels": 1.0,
      "scale_method": "lanczos"
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  },
  "5": {
    "class_type": "ResizeImageMaskNode",
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      "input": [
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      ],
      "resize_type": "scale total pixels",
      "resize_type.megapixels": 1.0,
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  },
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    "class_type": "GetImageSize",
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      "image": [
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  },
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    "class_type": "EmptyFlux2LatentImage",
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      "width": [
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  },
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    "class_type": "CLIPLoader",
    "inputs": {
      "clip_name": "qwen_3_8b.safetensors",
      "device": "default",
      "type": "flux2"
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  },
  "9": {
    "class_type": "UNETLoader",
    "inputs": {
      "unet_name": "flux-2-klein-base-9b.safetensors",
      "weight_dtype": "default"
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  }
}