{
  "16": {"class_type": "UNETLoader", "inputs": {
    "unet_name": "flux2.0/flux-2-klein-9b-fp8.safetensors",
    "weight_dtype": "fp8_e4m3fn_fast"}},
  "3": {"class_type": "VAELoader", "inputs": {
    "vae_name": "flux2-vae.safetensors"}},
  "61": {"class_type": "CLIPLoader", "inputs": {
    "clip_name": "qwen_3_8b_fp8mixed.safetensors",
    "type": "flux2",
    "device": "default"}},

  "26": {"class_type": "LoadImage", "inputs": {
    "image": "placeholder.png"}},

  "60": {"class_type": "JjkText", "inputs": {
    "text": "填充遮罩区域的头发，皮肤加一点磨皮"}},
  "22": {"class_type": "CLIPTextEncode", "inputs": {
    "clip": ["61", 0],
    "text": ["60", 0]}},

  "31": {"class_type": "easy imageSize", "inputs": {
    "image": ["26", 0]}},

  "33": {"class_type": "Mask Fill Holes", "inputs": {
    "masks": ["26", 1]}},
  "36": {"class_type": "Convert Masks to Images", "inputs": {
    "masks": ["33", 0]}},
  "39": {"class_type": "ImageScale", "inputs": {
    "image": ["36", 0],
    "upscale_method": "nearest-exact",
    "width": ["31", 0],
    "height": ["31", 1],
    "crop": "disabled"}},
  "37": {"class_type": "Image To Mask", "inputs": {
    "image": ["39", 0],
    "method": "intensity"}},

  "32": {"class_type": "LayerUtility: ImageScaleByAspectRatio V2", "inputs": {
    "image": ["26", 0],
    "mask": ["37", 0],
    "aspect_ratio": "custom",
    "proportional_width": ["31", 0],
    "proportional_height": ["31", 1],
    "fit": "letterbox",
    "method": "lanczos",
    "round_to_multiple": "8",
    "scale_to_side": "None",
    "scale_to_length": 1024,
    "background_color": "#000000"}},

  "44": {"class_type": "ImageAndMaskPreview", "inputs": {
    "image": ["32", 0],
    "mask": ["32", 1],
    "mask_opacity": 1,
    "mask_color": "FFFF00",
    "pass_through": true}},

  "14": {"class_type": "GetImageSize+", "inputs": {
    "image": ["44", 0]}},

  "13": {"class_type": "VAEEncode", "inputs": {
    "pixels": ["44", 0],
    "vae": ["3", 0]}},

  "2": {"class_type": "ModelSamplingFlux", "inputs": {
    "model": ["16", 0],
    "max_shift": 1.15,
    "base_shift": 0.5,
    "width": ["14", 0],
    "height": ["14", 1]}},
  "19": {"class_type": "FluxGuidance", "inputs": {
    "conditioning": ["22", 0],
    "guidance": 1}},
  "5": {"class_type": "ReferenceLatent", "inputs": {
    "conditioning": ["19", 0],
    "latent": ["13", 0]}},

  "7": {"class_type": "EmptySD3LatentImage", "inputs": {
    "width": ["14", 0],
    "height": ["14", 1],
    "batch_size": 1}},

  "1": {"class_type": "BasicScheduler", "inputs": {
    "model": ["2", 0],
    "scheduler": "simple",
    "steps": 4,
    "denoise": 1}},
  "20": {"class_type": "BasicGuider", "inputs": {
    "model": ["2", 0],
    "conditioning": ["5", 0]}},

  "6": {"class_type": "RandomNoise", "inputs": {
    "noise_seed": 0}},
  "8": {"class_type": "KSamplerSelect", "inputs": {
    "sampler_name": "euler"}},
  "9": {"class_type": "SamplerCustomAdvanced", "inputs": {
    "noise": ["6", 0],
    "guider": ["20", 0],
    "sampler": ["8", 0],
    "sigmas": ["1", 0],
    "latent_image": ["7", 0]}},

  "10": {"class_type": "VAEDecode", "inputs": {
    "samples": ["9", 0],
    "vae": ["3", 0]}},

  "62": {"class_type": "ColorMatch", "inputs": {
    "image_ref": ["26", 0],
    "image_target": ["10", 0],
    "method": "mkl",
    "strength": 1,
    "multithread": true}},

  "17": {"class_type": "SaveImage", "inputs": {
    "images": ["62", 0],
    "filename_prefix": "hair_inpaint"}}
}