{
  "101": {
    "inputs": {
      "model_name": "ltx-2.3-spatial-upscaler-x2-1.0.safetensors"
    },
    "class_type": "LatentUpscaleModelLoader",
    "_meta": {
      "title": "Load Latent Upscale Model"
    }
  },
  "146": {
    "inputs": {
      "clip_name1": "gemma_3_12B_it_fp4_mixed.safetensors",
      "clip_name2": "ltx-2.3_text_projection_bf16.safetensors",
      "type": "ltxv",
      "device": "default"
    },
    "class_type": "DualCLIPLoader",
    "_meta": {
      "title": "DualCLIPLoader"
    }
  },
  "149": {
    "inputs": {
      "image": "IMG-20210721-WA0008.jpg"
    },
    "class_type": "LoadImage",
    "_meta": {
      "title": "Load Image1"
    }
  },
  "174": {
    "inputs": {
      "vae_name": "LTX23_video_vae_bf16.safetensors",
      "device": "main_device",
      "weight_dtype": "bf16"
    },
    "class_type": "VAELoaderKJ",
    "_meta": {
      "title": "VAELoader Video"
    }
  },
  "175": {
    "inputs": {
      "vae_name": "LTX23_audio_vae_bf16.safetensors",
      "device": "main_device",
      "weight_dtype": "bf16"
    },
    "class_type": "VAELoaderKJ",
    "_meta": {
      "title": "VAELoader Audio"
    }
  },
  "188": {
    "inputs": {
      "frame_rate": [
        "5446",
        0
      ],
      "loop_count": 0,
      "filename_prefix": "LTX2.3/Video",
      "format": "video/h264-mp4",
      "pix_fmt": "yuv420p",
      "crf": 8,
      "save_metadata": false,
      "trim_to_audio": false,
      "pingpong": false,
      "save_output": true,
      "images": [
        "217",
        0
      ],
      "audio": [
        "218",
        0
      ]
    },
    "class_type": "VHS_VideoCombine",
    "_meta": {
      "title": "Video Combine 🎥🅥🅗🅢"
    }
  },
  "196": {
    "inputs": {
      "Xi": 6,
      "Xf": 6,
      "isfloatX": 0
    },
    "class_type": "mxSlider",
    "_meta": {
      "title": "Clip Length ( in seconds )"
    }
  },
  "211": {
    "inputs": {
      "PowerLoraLoaderHeaderWidget": {
        "type": "PowerLoraLoaderHeaderWidget"
      },
      "lora_1": {
        "on": true,
        "lora": "ltx-2.3-22b-distilled-lora-dynamic_fro09_avg_rank_105_bf16.safetensors",
        "strength": 0.6
      },
      "lora_2": {
        "on": false,
        "lora": "ltx-2.3-22b-distilled-lora-384.safetensors",
        "strength": 1
      },
      "lora_3": {
        "on": false,
        "lora": "ltx-2-19b-lora-camera-control-dolly-left.safetensors",
        "strength": 1
      },
      "lora_4": {
        "on": false,
        "lora": "ltx-2-19b-lora-camera-control-dolly-right.safetensors",
        "strength": 1
      },
      "lora_5": {
        "on": false,
        "lora": "ltx-2-19b-lora-camera-control-dolly-in.safetensors",
        "strength": 1
      },
      "lora_6": {
        "on": false,
        "lora": "ltx-2-19b-lora-camera-control-dolly-out.safetensors",
        "strength": 1
      },
      "lora_7": {
        "on": false,
        "lora": "ltx-2-19b-lora-camera-control-jib-up.safetensors",
        "strength": 1
      },
      "lora_8": {
        "on": false,
        "lora": "ltx-2-19b-lora-camera-control-jib-down.safetensors",
        "strength": 0.6
      },
      "➕ Add Lora": "",
      "model": [
        "366",
        0
      ],
      "clip": [
        "146",
        0
      ]
    },
    "class_type": "Power Lora Loader (rgthree)",
    "_meta": {
      "title": "Power Lora Loader (rgthree)"
    }
  },
  "217": {
    "inputs": {
      "any_06": [
        "5364:5356",
        0
      ]
    },
    "class_type": "Any Switch (rgthree)",
    "_meta": {
      "title": "Any Switch image"
    }
  },
  "218": {
    "inputs": {
      "any_06": [
        "5444",
        2
      ]
    },
    "class_type": "Any Switch (rgthree)",
    "_meta": {
      "title": "Any Switch audio"
    }
  },
  "366": {
    "inputs": {
      "unet_name": "ltx-2-3-22b-dev-Q4_K_M.gguf"
    },
    "class_type": "UnetLoaderGGUF",
    "_meta": {
      "title": "Unet Loader (GGUF) for Low V-Ram 8G-12G"
    }
  },
  "591": {
    "inputs": {
      "vae_name": "taeltx2_3.safetensors"
    },
    "class_type": "VAELoader",
    "_meta": {
      "title": "Load VAE"
    }
  },
  "700": {
    "inputs": {
      "chunks": 4,
      "dim_threshold": 4096,
      "model": [
        "211",
        0
      ]
    },
    "class_type": "LTXVChunkFeedForward",
    "_meta": {
      "title": "LTXV Chunk FeedForward"
    }
  },
  "5376": {
    "inputs": {
      "lora_name": "ltx-2.3-22b-ic-lora-union-control-ref0.5.safetensors",
      "strength_model": 1,
      "model": [
        "211",
        0
      ]
    },
    "class_type": "LTXICLoRALoaderModelOnly",
    "_meta": {
      "title": "🅛🅣🅧 IC-LoRA Loader Model Only"
    }
  },
  "5382": {
    "inputs": {
      "value": 1280
    },
    "class_type": "INTConstant",
    "_meta": {
      "title": "Height"
    }
  },
  "5383": {
    "inputs": {
      "value": 720
    },
    "class_type": "INTConstant",
    "_meta": {
      "title": "Width"
    }
  },
  "5387": {
    "inputs": {
      "expression": "a*b+1",
      "a": [
        "196",
        0
      ],
      "b": [
        "5445",
        0
      ]
    },
    "class_type": "MathExpression|pysssss",
    "_meta": {
      "title": "Math Expression 1🐍"
    }
  },
  "5392": {
    "inputs": {
      "chunks": 4,
      "dim_threshold": 4096,
      "model": [
        "5376",
        0
      ]
    },
    "class_type": "LTXVChunkFeedForward",
    "_meta": {
      "title": "LTXV Chunk FeedForward"
    }
  },
  "5400": {
    "inputs": {
      "audio": "beauty_pagent_dialogue.mp3",
      "start_time": 0,
      "duration": [
        "5442",
        0
      ]
    },
    "class_type": "VHS_LoadAudioUpload",
    "_meta": {
      "title": "Load Audio (Upload)🎥🅥🅗🅢"
    }
  },
  "5401": {
    "inputs": {
      "audioUI": "",
      "audio": [
        "5400",
        0
      ]
    },
    "class_type": "PreviewAudio",
    "_meta": {
      "title": "Preview Audio"
    }
  },
  "5429": {
    "inputs": {
      "resize_type": "scale dimensions",
      "resize_type.width": [
        "5383",
        0
      ],
      "resize_type.height": [
        "5382",
        0
      ],
      "resize_type.crop": "center",
      "scale_method": "lanczos",
      "input": [
        "149",
        0
      ]
    },
    "class_type": "ResizeImageMaskNode",
    "_meta": {
      "title": "Resize Image/Mask"
    }
  },
  "5434": {
    "inputs": {
      "resize_type": "scale dimensions",
      "resize_type.width": [
        "5383",
        0
      ],
      "resize_type.height": [
        "5382",
        0
      ],
      "resize_type.crop": "center",
      "scale_method": "lanczos",
      "input": [
        "5437",
        0
      ]
    },
    "class_type": "ResizeImageMaskNode",
    "_meta": {
      "title": "Resize Image/Mask"
    }
  },
  "5437": {
    "inputs": {
      "image": "5.FLF2.png"
    },
    "class_type": "LoadImage",
    "_meta": {
      "title": "Load Image2"
    }
  },
  "5442": {
    "inputs": {
      "a": [
        "196",
        0
      ]
    },
    "class_type": "CM_IntToFloat",
    "_meta": {
      "title": "IntToFloat"
    }
  },
  "5444": {
    "inputs": {
      "video": "Sway Dance Lesson 31s.mp4",
      "force_rate": [
        "5446",
        0
      ],
      "custom_width": 0,
      "custom_height": 0,
      "frame_load_cap": [
        "5387",
        0
      ],
      "skip_first_frames": 266,
      "select_every_nth": 1,
      "format": "AnimateDiff"
    },
    "class_type": "VHS_LoadVideo",
    "_meta": {
      "title": "Load Video (Upload) 🎥🅥🅗🅢"
    }
  },
  "5445": {
    "inputs": {
      "value": 25
    },
    "class_type": "INTConstant",
    "_meta": {
      "title": "FPS"
    }
  },
  "5446": {
    "inputs": {
      "a": [
        "5445",
        0
      ]
    },
    "class_type": "CM_IntToFloat",
    "_meta": {
      "title": "IntToFloat"
    }
  },
  "5458": {
    "inputs": {
      "resize_type": "scale dimensions",
      "resize_type.width": [
        "5383",
        0
      ],
      "resize_type.height": [
        "5382",
        0
      ],
      "resize_type.crop": "center",
      "scale_method": "lanczos",
      "input": [
        "5444",
        0
      ]
    },
    "class_type": "ResizeImageMaskNode",
    "_meta": {
      "title": "Resize Image/Mask"
    }
  },
  "5536": {
    "inputs": {
      "text": "A man talking, his face saying with lip sync: \"Welcome to LTX 2.3 tutorial\"",
      "clip": [
        "146",
        0
      ]
    },
    "class_type": "CLIPTextEncode",
    "_meta": {
      "title": "CLIP Text Encode (Prompt) positive"
    }
  },
  "5537": {
    "inputs": {
      "text": "blurry, low quality, still frame, frames, watermark, overlay, titles, has blurbox, has subtitles",
      "clip": [
        "146",
        0
      ]
    },
    "class_type": "CLIPTextEncode",
    "_meta": {
      "title": "CLIP Text Encode (Prompt) negative"
    }
  },
  "5560": {
    "inputs": {
      "unet_name": "ltx-2.3-22b-dev_transformer_only_fp8_scaled.safetensors",
      "weight_dtype": "default"
    },
    "class_type": "UNETLoader",
    "_meta": {
      "title": "Diffusion Model Loader for V-ram 16G up"
    }
  },
  "5364:5341": {
    "inputs": {
      "resize_type": "scale to multiple",
      "resize_type.multiple": [
        "5364:5361",
        0
      ],
      "scale_method": "lanczos",
      "input": [
        "5364:5344",
        0
      ]
    },
    "class_type": "ResizeImageMaskNode",
    "_meta": {
      "title": "Resize Image/Mask"
    }
  },
  "5364:5342": {
    "inputs": {
      "width": [
        "5383",
        0
      ],
      "height": [
        "5382",
        0
      ],
      "upscale_method": "lanczos",
      "keep_proportion": "crop",
      "pad_color": "0, 0, 0",
      "crop_position": "center",
      "divisible_by": 2,
      "device": "cpu",
      "image": [
        "5458",
        0
      ]
    },
    "class_type": "ImageResizeKJv2",
    "_meta": {
      "title": "Resize Image v2"
    }
  },
  "5364:5343": {
    "inputs": {
      "ckpt_name": "depth_anything_v2_vitl.pth",
      "resolution": 1024,
      "image": [
        "5364:5342",
        0
      ]
    },
    "class_type": "DepthAnythingV2Preprocessor",
    "_meta": {
      "title": "Depth Anything V2 - Relative"
    }
  },
  "5364:5344": {
    "inputs": {
      "detect_hand": "enable",
      "detect_body": "enable",
      "detect_face": "enable",
      "resolution": 1024,
      "bbox_detector": "yolox_l.onnx",
      "pose_estimator": "dw-ll_ucoco_384_bs5.torchscript.pt",
      "scale_stick_for_xinsr_cn": "enable",
      "image": [
        "5364:5342",
        0
      ]
    },
    "class_type": "DWPreprocessor",
    "_meta": {
      "title": "DWPose Estimator"
    }
  },
  "5364:5345": {
    "inputs": {
      "image": [
        "5364:5341",
        0
      ]
    },
    "class_type": "GetImageSize",
    "_meta": {
      "title": "Get Image Size"
    }
  },
  "5364:5346": {
    "inputs": {
      "frame_rate": [
        "5364:5526",
        0
      ],
      "positive": [
        "5536",
        0
      ],
      "negative": [
        "5537",
        0
      ]
    },
    "class_type": "LTXVConditioning",
    "_meta": {
      "title": "LTXVConditioning"
    }
  },
  "5364:5347": {
    "inputs": {
      "frames_number": [
        "5364:5359",
        0
      ],
      "frame_rate": [
        "5364:5528",
        0
      ],
      "batch_size": 1,
      "audio_vae": [
        "175",
        0
      ]
    },
    "class_type": "LTXVEmptyLatentAudio",
    "_meta": {
      "title": "LTXV Empty Latent Audio"
    }
  },
  "5364:5349": {
    "inputs": {
      "width": [
        "5364:5345",
        0
      ],
      "height": [
        "5364:5345",
        1
      ],
      "length": [
        "5364:5345",
        2
      ],
      "batch_size": 1
    },
    "class_type": "EmptyLTXVLatentVideo",
    "_meta": {
      "title": "EmptyLTXVLatentVideo"
    }
  },
  "5364:5351": {
    "inputs": {
      "video_latent": [
        "5364:5350",
        2
      ],
      "audio_latent": [
        "5364:5347",
        0
      ]
    },
    "class_type": "LTXVConcatAVLatent",
    "_meta": {
      "title": "LTXVConcatAVLatent"
    }
  },
  "5364:5352": {
    "inputs": {
      "sigmas": "1.0, 0.99375, 0.9875, 0.98125, 0.975, 0.909375, 0.725, 0.421875, 0.0"
    },
    "class_type": "ManualSigmas",
    "_meta": {
      "title": "ManualSigmas"
    }
  },
  "5364:5355": {
    "inputs": {
      "av_latent": [
        "5364:5354",
        0
      ]
    },
    "class_type": "LTXVSeparateAVLatent",
    "_meta": {
      "title": "LTXVSeparateAVLatent"
    }
  },
  "5364:5357": {
    "inputs": {
      "low_threshold": 92,
      "high_threshold": 200,
      "resolution": 1024,
      "image": [
        "5364:5342",
        0
      ]
    },
    "class_type": "CannyEdgePreprocessor",
    "_meta": {
      "title": "Canny Edge"
    }
  },
  "5364:5358": {
    "inputs": {
      "positive": [
        "5364:5350",
        0
      ],
      "negative": [
        "5364:5350",
        1
      ],
      "latent": [
        "5364:5355",
        0
      ]
    },
    "class_type": "LTXVCropGuides",
    "_meta": {
      "title": "LTXVCropGuides"
    }
  },
  "5364:5361": {
    "inputs": {
      "expression": "a*32",
      "a": [
        "5376",
        1
      ]
    },
    "class_type": "MathExpression|pysssss",
    "_meta": {
      "title": "Math Expression 🐍"
    }
  },
  "5364:5348": {
    "inputs": {
      "strength": 1,
      "bypass": false,
      "vae": [
        "174",
        0
      ],
      "image": [
        "5364:5340",
        0
      ],
      "latent": [
        "5364:5349",
        0
      ]
    },
    "class_type": "LTXVImgToVideoConditionOnly",
    "_meta": {
      "title": "🅛🅣🅧 LTXV Img To Video Condition Only"
    }
  },
  "5364:5076": {
    "inputs": {
      "width": [
        "5383",
        0
      ],
      "height": [
        "5382",
        0
      ],
      "upscale_method": "lanczos",
      "keep_proportion": "crop",
      "pad_color": "0, 0, 0",
      "crop_position": "center",
      "divisible_by": 2,
      "device": "cpu",
      "image": [
        "5429",
        0
      ]
    },
    "class_type": "ImageResizeKJv2",
    "_meta": {
      "title": "Resize Image v2"
    }
  },
  "5364:5359": {
    "inputs": {
      "expression": "a*b+1",
      "a": [
        "196",
        0
      ],
      "b": [
        "5364:5526",
        0
      ]
    },
    "class_type": "MathExpression|pysssss",
    "_meta": {
      "title": "Math Expression 1🐍"
    }
  },
  "5364:5528": {
    "inputs": {
      "a": [
        "5364:5526",
        0
      ]
    },
    "class_type": "CM_FloatToInt",
    "_meta": {
      "title": "FloatToInt"
    }
  },
  "5364:5526": {
    "inputs": {
      "value": [
        "5446",
        0
      ]
    },
    "class_type": "PrimitiveFloat",
    "_meta": {
      "title": "fps"
    }
  },
  "5364:5545": {
    "inputs": {
      "noise_seed": 804897166154101
    },
    "class_type": "RandomNoise",
    "_meta": {
      "title": "RandomNoise"
    }
  },
  "5364:5353": {
    "inputs": {
      "sampler_name": "euler_ancestral"
    },
    "class_type": "KSamplerSelect",
    "_meta": {
      "title": "KSamplerSelect"
    }
  },
  "5364:5354": {
    "inputs": {
      "noise": [
        "5364:5545",
        0
      ],
      "guider": [
        "5364:5337",
        0
      ],
      "sampler": [
        "5364:5353",
        0
      ],
      "sigmas": [
        "5364:5352",
        0
      ],
      "latent_image": [
        "5364:5351",
        0
      ]
    },
    "class_type": "SamplerCustomAdvanced",
    "_meta": {
      "title": "SamplerCustomAdvanced"
    }
  },
  "5364:5356": {
    "inputs": {
      "tile_size": 512,
      "overlap": 64,
      "temporal_size": 512,
      "temporal_overlap": 4,
      "samples": [
        "5364:5358",
        2
      ],
      "vae": [
        "174",
        0
      ]
    },
    "class_type": "VAEDecodeTiled",
    "_meta": {
      "title": "VAE Decode (Tiled)"
    }
  },
  "5364:5337": {
    "inputs": {
      "cfg": 1,
      "model": [
        "5392",
        0
      ],
      "positive": [
        "5364:5350",
        0
      ],
      "negative": [
        "5364:5350",
        1
      ]
    },
    "class_type": "CFGGuider",
    "_meta": {
      "title": "CFGGuider"
    }
  },
  "5364:5350": {
    "inputs": {
      "frame_idx": 0,
      "strength": 0.75,
      "latent_downscale_factor": [
        "5376",
        1
      ],
      "crop": "disabled",
      "use_tiled_encode": false,
      "tile_size": 256,
      "tile_overlap": 64,
      "positive": [
        "5364:5346",
        0
      ],
      "negative": [
        "5364:5346",
        1
      ],
      "vae": [
        "174",
        0
      ],
      "latent": [
        "5364:5348",
        0
      ],
      "image": [
        "5364:5341",
        0
      ]
    },
    "class_type": "LTXAddVideoICLoRAGuide",
    "_meta": {
      "title": "🅛🅣🅧 Add Video IC-LoRA Guide"
    }
  },
  "5364:5340": {
    "inputs": {
      "img_compression": 18,
      "image": [
        "5364:5076",
        0
      ]
    },
    "class_type": "LTXVPreprocess",
    "_meta": {
      "title": "LTXVPreprocess"
    }
  }
}