{
  "unet": {
    "inputs": {
      "unet_name": "Wan2_1-I2V-14B-480p_fp8_e4m3fn_scaled_KJ.safetensors",
      "weight_dtype": "default"
    },
    "class_type": "UNETLoader",
    "_meta": { "title": "Load Diffusion Model" }
  },
  "clip": {
    "inputs": {
      "clip_name": "umt5_xxl_fp8_e4m3fn_scaled.safetensors",
      "type": "wan",
      "device": "default"
    },
    "class_type": "CLIPLoader",
    "_meta": { "title": "Load CLIP" }
  },
  "vae": {
    "inputs": {
      "vae_name": "Wan2_1_VAE_bf16.safetensors"
    },
    "class_type": "VAELoader",
    "_meta": { "title": "Load VAE" }
  },
  "lora": {
    "inputs": {
      "lora_name": "lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors",
      "strength_model": 1,
      "model": ["unet", 0]
    },
    "class_type": "LoraLoaderModelOnly",
    "_meta": { "title": "LightX2V Distill LoRA" }
  },
  "patch": {
    "inputs": {
      "name": "wan2.1_infiniteTalk_multi_fp16.safetensors"
    },
    "class_type": "ModelPatchLoader",
    "_meta": { "title": "InfiniTalk Model Patch" }
  },
  "audio_enc": {
    "inputs": {
      "audio_encoder_name": "wav2vec2-chinese-base_fp16.safetensors"
    },
    "class_type": "AudioEncoderLoader",
    "_meta": { "title": "Wav2Vec Audio Encoder" }
  },
  "prompt": {
    "inputs": {
      "text": "A person speaking naturally to camera, medium close-up, soft lighting, shallow depth of field",
      "clip": ["clip", 0]
    },
    "class_type": "CLIPTextEncode",
    "_meta": { "title": "Prompt" }
  },
  "neg": {
    "inputs": {
      "conditioning": ["prompt", 0]
    },
    "class_type": "ConditioningZeroOut",
    "_meta": { "title": "Negative (Zero)" }
  },
  "image": {
    "inputs": {
      "image": "your_face_image.png"
    },
    "class_type": "LoadImage",
    "_meta": { "title": "Reference Face Image" }
  },
  "audio": {
    "inputs": {
      "audio": "your_voiceover.mp3"
    },
    "class_type": "LoadAudio",
    "_meta": { "title": "Voiceover Audio" }
  },
  "audio_emb": {
    "inputs": {
      "audio_encoder": ["audio_enc", 0],
      "audio": ["audio", 0]
    },
    "class_type": "AudioEncoderEncode",
    "_meta": { "title": "Encode Audio" }
  },
  "autoscale": {
    "inputs": {
      "model": ["lora", 0],
      "model_patch": ["patch", 0],
      "positive": ["prompt", 0],
      "negative": ["neg", 0],
      "vae": ["vae", 0],
      "audio_encoder_output_1": ["audio_emb", 0],
      "start_image": ["image", 0],
      "width": 832,
      "height": 480,
      "frame_window": 81,
      "motion_frame_count": 9,
      "max_segments": 0,
      "steps": 4,
      "cfg": 1.0,
      "sampler_name": "euler",
      "scheduler": "normal",
      "seed": 42,
      "audio_scale": 1.0
    },
    "class_type": "InfiniTalkAutoScale",
    "_meta": { "title": "InfiniTalk AutoScale" }
  },
  "video": {
    "inputs": {
      "fps": 25,
      "images": ["autoscale", 0],
      "audio": ["audio", 0]
    },
    "class_type": "CreateVideo",
    "_meta": { "title": "Create Video" }
  },
  "save": {
    "inputs": {
      "filename_prefix": "video/infinitalk_autoscale",
      "format": "auto",
      "codec": "auto",
      "video": ["video", 0]
    },
    "class_type": "SaveVideo",
    "_meta": { "title": "Save Video" }
  }
}