{
  "5": {
    "class_type": "LoadImage",
    "inputs": {
      "image": "vton_result.png"
    }
  },
  "10": {
    "class_type": "VAELoader",
    "inputs": {
      "vae_name": "wan_2.1_vae.safetensors"
    }
  },
  "20": {
    "class_type": "UNETLoader",
    "inputs": {
      "unet_name": "wan2.2_i2v_high_noise_14B_fp8_scaled.safetensors",
      "weight_dtype": "default"
    }
  },
  "21": {
    "class_type": "UNETLoader",
    "inputs": {
      "unet_name": "wan2.2_i2v_low_noise_14B_fp8_scaled.safetensors",
      "weight_dtype": "default"
    }
  },
  "22": {
    "class_type": "ModelSamplingSD3",
    "inputs": {
      "model": ["20", 0],
      "shift": 8.0
    }
  },
  "23": {
    "class_type": "ModelSamplingSD3",
    "inputs": {
      "model": ["21", 0],
      "shift": 8.0
    }
  },
  "30": {
    "class_type": "CLIPLoader",
    "inputs": {
      "clip_name": "umt5_xxl_fp8_e4m3fn_scaled.safetensors",
      "type": "wan"
    }
  },
  "40": {
    "class_type": "CLIPTextEncode",
    "inputs": {
      "text": "A model wearing a red knitted cardigan and red-white plaid skirt, standing naturally, slight gentle turn, soft natural lighting, high quality, 4K, fashion showcase",
      "clip": ["30", 0]
    }
  },
  "41": {
    "class_type": "CLIPTextEncode",
    "inputs": {
      "text": "blurry, low quality, distorted face, deformed, bad anatomy, flickering, muddy, frame warping",
      "clip": ["30", 0]
    }
  },
  "50": {
    "class_type": "WanImageToVideo",
    "inputs": {
      "positive": ["40", 0],
      "negative": ["41", 0],
      "vae": ["10", 0],
      "width": 480,
      "height": 832,
      "length": 121,
      "batch_size": 1,
      "start_image": ["5", 0]
    }
  },
  "70": {
    "class_type": "KSamplerAdvanced",
    "inputs": {
      "model": ["22", 0],
      "add_noise": "enable",
      "noise_seed": 42,
      "steps": 20,
      "cfg": 3.5,
      "sampler_name": "euler",
      "scheduler": "simple",
      "positive": ["50", 0],
      "negative": ["50", 1],
      "latent_image": ["50", 2],
      "start_at_step": 0,
      "end_at_step": 10,
      "return_with_leftover_noise": "enable"
    }
  },
  "80": {
    "class_type": "KSamplerAdvanced",
    "inputs": {
      "model": ["23", 0],
      "add_noise": "disable",
      "noise_seed": 0,
      "steps": 20,
      "cfg": 3.5,
      "sampler_name": "euler",
      "scheduler": "simple",
      "positive": ["50", 0],
      "negative": ["50", 1],
      "latent_image": ["70", 0],
      "start_at_step": 10,
      "end_at_step": 10000,
      "return_with_leftover_noise": "disable"
    }
  },
  "90": {
    "class_type": "VAEDecode",
    "inputs": {
      "vae": ["10", 0],
      "samples": ["80", 0]
    }
  },
  "100": {
    "class_type": "SaveWEBM",
    "inputs": {
      "images": ["90", 0],
      "filename_prefix": "vton_native_i2v",
      "codec": "vp9",
      "fps": 25.0,
      "crf": 32.0
    }
  }
}