{
 "152": {
  "inputs": {
   "batch_index": 0,
   "image": [
    "144",
    0
   ],
   "length": [
    "168",
    0
   ]
  },
  "class_type": "ImageFromBatch",
  "_meta": {
   "title": "Get Image from Batch"
  }
 },
 "164": {
  "inputs": {
   "resize_type": "scale dimensions",
   "scale_method": "lanczos",
   "input": [
    "152",
    0
   ],
   "resize_type.crop": "center",
   "resize_type.width": [
    "166",
    0
   ],
   "resize_type.height": [
    "167",
    0
   ]
  },
  "class_type": "ResizeImageMaskNode",
  "_meta": {
   "title": "Resize Image/Mask"
  }
 },
 "166": {
  "inputs": {
   "value": 1280
  },
  "class_type": "PrimitiveInt",
  "_meta": {
   "title": "Width"
  }
 },
 "167": {
  "inputs": {
   "value": 720
  },
  "class_type": "PrimitiveInt",
  "_meta": {
   "title": "height"
  }
 },
 "175": {
  "inputs": {
   "filename_prefix": "video/LTX_2.0",
   "format": "auto",
   "video": [
    "143:106",
    0
   ],
   "format.codec": "auto"
  },
  "class_type": "SaveVideo",
  "_meta": {
   "title": "Save Video"
  }
 },
 "168": {
  "inputs": {
   "value": 121
  },
  "class_type": "PrimitiveInt",
  "_meta": {
   "title": "Frame Count"
  }
 },
 "165": {
  "inputs": {
   "resize_type": "scale dimensions",
   "scale_method": "lanczos",
   "input": [
    "160",
    0
   ],
   "resize_type.crop": "center",
   "resize_type.width": [
    "166",
    0
   ],
   "resize_type.height": [
    "167",
    0
   ]
  },
  "class_type": "ResizeImageMaskNode",
  "_meta": {
   "title": "Resize Image/Mask"
  }
 },
 "144": {
  "inputs": {
   "video": [
    "183",
    0
   ]
  },
  "class_type": "GetVideoComponents",
  "_meta": {
   "title": "Get Video Components"
  }
 },
 "183": {
  "inputs": {
   "file": "minimalist_sky_view_lounge.mp4"
  },
  "class_type": "LoadVideo",
  "_meta": {
   "title": "Load Video"
  }
 },
 "160": {
  "inputs": {
   "image": "minimalist_sky_view_lounge.png"
  },
  "class_type": "LoadImage",
  "_meta": {
   "title": "Load Image"
  }
 },
 "169": {
  "inputs": {
   "value": false
  },
  "class_type": "PrimitiveBoolean",
  "_meta": {
   "title": "Ignore First Frame?"
  }
 },
 "146": {
  "inputs": {
   "upscale_method": "lanczos",
   "scale_by": 0.5,
   "image": [
    "164",
    0
   ]
  },
  "class_type": "ImageScaleBy",
  "_meta": {
   "title": "Upscale Image By"
  }
 },
 "143:93": {
  "inputs": {
   "cfg": 3,
   "model": [
    "143:134",
    0
   ],
   "positive": [
    "143:132",
    0
   ],
   "negative": [
    "143:132",
    1
   ]
  },
  "class_type": "CFGGuider",
  "_meta": {
   "title": "CFG Guider"
  }
 },
 "143:94": {
  "inputs": {
   "sampler_name": "euler"
  },
  "class_type": "KSamplerSelect",
  "_meta": {
   "title": "KSamplerSelect"
  }
 },
 "143:99": {
  "inputs": {
   "sigmas": "0.909375, 0.725, 0.421875, 0.0"
  },
  "class_type": "ManualSigmas",
  "_meta": {
   "title": "ManualSigmas"
  }
 },
 "143:101": {
  "inputs": {
   "video_latent": [
    "143:151",
    0
   ],
   "audio_latent": [
    "143:122",
    1
   ]
  },
  "class_type": "LTXVConcatAVLatent",
  "_meta": {
   "title": "Concat AV Latent"
  }
 },
 "143:108": {
  "inputs": {
   "cfg": 1,
   "model": [
    "143:105",
    0
   ],
   "positive": [
    "143:104",
    0
   ],
   "negative": [
    "143:104",
    1
   ]
  },
  "class_type": "CFGGuider",
  "_meta": {
   "title": "CFG Guider"
  }
 },
 "143:111": {
  "inputs": {
   "batch_size": 1,
   "frames_number": [
    "143:110",
    2
   ],
   "frame_rate": [
    "143:145",
    0
   ],
   "audio_vae": [
    "143:96",
    0
   ]
  },
  "class_type": "LTXVEmptyLatentAudio",
  "_meta": {
   "title": "Empty LTXV Latent Audio"
  }
 },
 "143:123": {
  "inputs": {
   "noise": [
    "143:126",
    0
   ],
   "guider": [
    "143:93",
    0
   ],
   "sampler": [
    "143:94",
    0
   ],
   "sigmas": [
    "143:95",
    0
   ],
   "latent_image": [
    "143:116",
    0
   ]
  },
  "class_type": "SamplerCustomAdvanced",
  "_meta": {
   "title": "SamplerCustomAdvanced"
  }
 },
 "143:114": {
  "inputs": {
   "positive": [
    "143:124",
    0
   ],
   "negative": [
    "143:119",
    0
   ],
   "frame_rate": [
    "143:148",
    0
   ]
  },
  "class_type": "LTXVConditioning",
  "_meta": {
   "title": "LTXVConditioning"
  }
 },
 "143:119": {
  "inputs": {
   "text": "blurry, low quality, still frame, frames, watermark, overlay, titles, has blurbox, has subtitles",
   "clip": [
    "143:97",
    0
   ]
  },
  "class_type": "CLIPTextEncode",
  "_meta": {
   "title": "CLIP Text Encode (Prompt)"
  }
 },
 "143:116": {
  "inputs": {
   "video_latent": [
    "143:132",
    2
   ],
   "audio_latent": [
    "143:111",
    0
   ]
  },
  "class_type": "LTXVConcatAVLatent",
  "_meta": {
   "title": "Concat AV Latent"
  }
 },
 "143:122": {
  "inputs": {
   "av_latent": [
    "143:123",
    0
   ]
  },
  "class_type": "LTXVSeparateAVLatent",
  "_meta": {
   "title": "Separate AV Latent"
  }
 },
 "143:124": {
  "inputs": {
   "text": "A wide shot reveals a whimsical outdoor scene with a decorative tree-like structure crafted from brown branches. Golden spherical ornaments and delicate white artificial flowers adorn the branches, catching bright daylight. A small grey and white squirrel stands on a round, light-colored wooden platform at the base, its bushy tail slightly raised. The squirrel dips its head down, nibbling at something on the platform. The camera slowly pushes in, focusing on the squirrel's gentle movements. Soft forest sounds fill the air\u2014rustling leaves, distant birdsong, and a gentle breeze. The golden ornaments shimmer in the sunlight as the squirrel continues to eat.",
   "clip": [
    "143:97",
    0
   ]
  },
  "class_type": "CLIPTextEncode",
  "_meta": {
   "title": "CLIP Text Encode (Prompt)"
  }
 },
 "143:98": {
  "inputs": {
   "sampler_name": "gradient_estimation"
  },
  "class_type": "KSamplerSelect",
  "_meta": {
   "title": "KSamplerSelect"
  }
 },
 "143:95": {
  "inputs": {
   "steps": 20,
   "max_shift": 2.05,
   "base_shift": 0.95,
   "stretch": true,
   "terminal": 0.1,
   "latent": [
    "143:116",
    0
   ]
  },
  "class_type": "LTXVScheduler",
  "_meta": {
   "title": "LTXVScheduler"
  }
 },
 "143:126": {
  "inputs": {
   "noise_seed": 0
  },
  "class_type": "RandomNoise",
  "_meta": {
   "title": "RandomNoise"
  }
 },
 "143:107": {
  "inputs": {
   "noise": [
    "143:143",
    0
   ],
   "guider": [
    "143:108",
    0
   ],
   "sampler": [
    "143:98",
    0
   ],
   "sigmas": [
    "143:99",
    0
   ],
   "latent_image": [
    "143:101",
    0
   ]
  },
  "class_type": "SamplerCustomAdvanced",
  "_meta": {
   "title": "SamplerCustomAdvanced"
  }
 },
 "143:143": {
  "inputs": {
   "noise_seed": 0
  },
  "class_type": "RandomNoise",
  "_meta": {
   "title": "RandomNoise"
  }
 },
 "143:139": {
  "inputs": {
   "samples": [
    "143:138",
    1
   ],
   "audio_vae": [
    "143:96",
    0
   ]
  },
  "class_type": "LTXVAudioVAEDecode",
  "_meta": {
   "title": "LTXV Audio VAE Decode"
  }
 },
 "143:106": {
  "inputs": {
   "bit_depth": "auto",
   "color_space": "sRGB",
   "codec": "none",
   "images": [
    "143:144",
    0
   ],
   "fps": [
    "143:148",
    0
   ],
   "audio": [
    "143:139",
    0
   ]
  },
  "class_type": "CreateVideo",
  "_meta": {
   "title": "Create Video"
  }
 },
 "143:134": {
  "inputs": {
   "lora_name": "ltx-2-19b-ic-lora-depth-control.safetensors",
   "strength_model": 1,
   "model": [
    "143:103",
    0
   ]
  },
  "class_type": "LoraLoaderModelOnly",
  "_meta": {
   "title": "Load LoRA"
  }
 },
 "143:138": {
  "inputs": {
   "av_latent": [
    "143:107",
    1
   ]
  },
  "class_type": "LTXVSeparateAVLatent",
  "_meta": {
   "title": "Separate AV Latent"
  }
 },
 "143:144": {
  "inputs": {
   "tile_size": 512,
   "overlap": 64,
   "temporal_size": 4096,
   "temporal_overlap": 8,
   "samples": [
    "143:138",
    0
   ],
   "vae": [
    "143:103",
    2
   ]
  },
  "class_type": "VAEDecodeTiled",
  "_meta": {
   "title": "VAE Decode (Tiled)"
  }
 },
 "143:113": {
  "inputs": {
   "samples": [
    "143:138",
    0
   ],
   "vae": [
    "143:103",
    2
   ]
  },
  "class_type": "VAEDecode",
  "_meta": {
   "title": "VAE Decode"
  }
 },
 "143:110": {
  "inputs": {
   "image": [
    "181:22",
    0
   ]
  },
  "class_type": "GetImageSize",
  "_meta": {
   "title": "Get Image Size"
  }
 },
 "143:145": {
  "inputs": {
   "value": 24
  },
  "class_type": "PrimitiveInt",
  "_meta": {
   "title": "Int"
  }
 },
 "143:148": {
  "inputs": {
   "value": 24
  },
  "class_type": "PrimitiveFloat",
  "_meta": {
   "title": "Float"
  }
 },
 "143:115": {
  "inputs": {
   "batch_size": 1,
   "width": [
    "143:110",
    0
   ],
   "height": [
    "143:110",
    1
   ],
   "length": [
    "143:110",
    2
   ]
  },
  "class_type": "EmptyLTXVLatentVideo",
  "_meta": {
   "title": "Empty LTXV Latent Video"
  }
 },
 "143:149": {
  "inputs": {
   "strength": 1,
   "vae": [
    "143:103",
    2
   ],
   "image": [
    "165",
    0
   ],
   "latent": [
    "143:115",
    0
   ],
   "bypass": [
    "169",
    0
   ]
  },
  "class_type": "LTXVImgToVideoInplace",
  "_meta": {
   "title": "LTXVImgToVideoInplace"
  }
 },
 "143:151": {
  "inputs": {
   "strength": 1,
   "vae": [
    "143:103",
    2
   ],
   "image": [
    "165",
    0
   ],
   "latent": [
    "143:112",
    0
   ],
   "bypass": [
    "169",
    0
   ]
  },
  "class_type": "LTXVImgToVideoInplace",
  "_meta": {
   "title": "LTXVImgToVideoInplace"
  }
 },
 "143:104": {
  "inputs": {
   "positive": [
    "143:132",
    0
   ],
   "negative": [
    "143:132",
    1
   ],
   "latent": [
    "143:122",
    0
   ]
  },
  "class_type": "LTXVCropGuides",
  "_meta": {
   "title": "LTXVCropGuides"
  }
 },
 "143:112": {
  "inputs": {
   "samples": [
    "143:104",
    2
   ],
   "upscale_model": [
    "143:100",
    0
   ],
   "vae": [
    "143:103",
    2
   ]
  },
  "class_type": "LTXVLatentUpsampler",
  "_meta": {
   "title": "spatial"
  }
 },
 "143:132": {
  "inputs": {
   "frame_idx": 0,
   "strength": 1,
   "positive": [
    "143:114",
    0
   ],
   "negative": [
    "143:114",
    1
   ],
   "vae": [
    "143:103",
    2
   ],
   "latent": [
    "143:149",
    0
   ],
   "image": [
    "181:22",
    0
   ]
  },
  "class_type": "LTXVAddGuide",
  "_meta": {
   "title": "LTXVAddGuide"
  }
 },
 "143:96": {
  "inputs": {
   "ckpt_name": "ltx-2-19b-dev-fp8.safetensors"
  },
  "class_type": "LTXVAudioVAELoader",
  "_meta": {
   "title": "Load LTXV Audio VAE"
  }
 },
 "143:97": {
  "inputs": {
   "text_encoder": "gemma_3_12B_it_fp4_mixed.safetensors",
   "ckpt_name": "ltx-2-19b-dev-fp8.safetensors",
   "device": "default"
  },
  "class_type": "LTXAVTextEncoderLoader",
  "_meta": {
   "title": "Load LTXV Audio Text Encoder"
  }
 },
 "143:103": {
  "inputs": {
   "ckpt_name": "ltx-2-19b-dev-fp8.safetensors"
  },
  "class_type": "CheckpointLoaderSimple",
  "_meta": {
   "title": "Load Checkpoint"
  }
 },
 "143:105": {
  "inputs": {
   "lora_name": "ltx-2-19b-distilled-lora-384.safetensors",
   "strength_model": 1,
   "model": [
    "143:134",
    0
   ]
  },
  "class_type": "LoraLoaderModelOnly",
  "_meta": {
   "title": "Load LoRA"
  }
 },
 "143:100": {
  "inputs": {
   "model_name": "ltx-2-spatial-upscaler-x2-1.0.safetensors"
  },
  "class_type": "LatentUpscaleModelLoader",
  "_meta": {
   "title": "Load Latent Upscale Model"
  }
 },
 "181:8": {
  "inputs": {
   "samples": [
    "181:16",
    0
   ],
   "vae": [
    "181:14",
    0
   ]
  },
  "class_type": "VAEDecode",
  "_meta": {
   "title": "VAE Decode"
  }
 },
 "181:10": {
  "inputs": {
   "unet_name": "lotus-depth-d-v1-1.safetensors",
   "weight_dtype": "default"
  },
  "class_type": "UNETLoader",
  "_meta": {
   "title": "Load Diffusion Model"
  }
 },
 "181:14": {
  "inputs": {
   "vae_name": "vae-ft-mse-840000-ema-pruned.safetensors"
  },
  "class_type": "VAELoader",
  "_meta": {
   "title": "Load VAE"
  }
 },
 "181:16": {
  "inputs": {
   "noise": [
    "181:18",
    0
   ],
   "guider": [
    "181:19",
    0
   ],
   "sampler": [
    "181:21",
    0
   ],
   "sigmas": [
    "181:28",
    0
   ],
   "latent_image": [
    "181:23",
    0
   ]
  },
  "class_type": "SamplerCustomAdvanced",
  "_meta": {
   "title": "SamplerCustomAdvanced"
  }
 },
 "181:18": {
  "inputs": {},
  "class_type": "DisableNoise",
  "_meta": {
   "title": "DisableNoise"
  }
 },
 "181:19": {
  "inputs": {
   "model": [
    "181:10",
    0
   ],
   "conditioning": [
    "181:68",
    0
   ]
  },
  "class_type": "BasicGuider",
  "_meta": {
   "title": "Basic Guider"
  }
 },
 "181:20": {
  "inputs": {
   "scheduler": "normal",
   "steps": 1,
   "denoise": 1,
   "model": [
    "181:10",
    0
   ]
  },
  "class_type": "BasicScheduler",
  "_meta": {
   "title": "BasicScheduler"
  }
 },
 "181:21": {
  "inputs": {
   "sampler_name": "euler"
  },
  "class_type": "KSamplerSelect",
  "_meta": {
   "title": "KSamplerSelect"
  }
 },
 "181:22": {
  "inputs": {
   "image": [
    "181:8",
    0
   ]
  },
  "class_type": "ImageInvert",
  "_meta": {
   "title": "Invert Image Colors"
  }
 },
 "181:23": {
  "inputs": {
   "pixels": [
    "146",
    0
   ],
   "vae": [
    "181:14",
    0
   ]
  },
  "class_type": "VAEEncode",
  "_meta": {
   "title": "VAE Encode"
  }
 },
 "181:28": {
  "inputs": {
   "sigma": 999.0000000000002,
   "sigmas": [
    "181:20",
    0
   ]
  },
  "class_type": "SetFirstSigma",
  "_meta": {
   "title": "SetFirstSigma"
  }
 },
 "181:68": {
  "inputs": {},
  "class_type": "LotusConditioning",
  "_meta": {
   "title": "LotusConditioning"
  }
 }
}