{
 "5069": {
  "inputs": {
   "loop_count": 0,
   "filename_prefix": "outpaint_comparison",
   "format": "video/h264-mp4",
   "pingpong": false,
   "save_output": true,
   "images": [
    "5151:5125",
    0
   ],
   "frame_rate": [
    "5151:5137",
    5
   ],
   "audio": [
    "5060",
    2
   ],
   "crf": 13,
   "pix_fmt": "yuv420p",
   "save_metadata": true,
   "trim_to_audio": false
  },
  "class_type": "VHS_VideoCombine",
  "_meta": {
   "title": "video_compare"
  }
 },
 "5060": {
  "inputs": {
   "video": "56c2cd201a533bb82204d0397fa1a06edc1bc1dce1f27676960600adc32ec85f.mp4",
   "force_rate": 0,
   "custom_width": 0,
   "custom_height": 0,
   "frame_load_cap": 0,
   "skip_first_frames": 0,
   "select_every_nth": 1,
   "format": "AnimateDiff"
  },
  "class_type": "VHS_LoadVideo",
  "_meta": {
   "title": "Load Video (Upload) \ud83c\udfa5\ud83c\udd65\ud83c\udd57\ud83c\udd62"
  }
 },
 "5151:5097": {
  "inputs": {
   "value": 1080
  },
  "class_type": "PrimitiveInt",
  "_meta": {
   "title": "target_resolution_w"
  }
 },
 "5151:5098": {
  "inputs": {
   "value": 1920
  },
  "class_type": "PrimitiveInt",
  "_meta": {
   "title": "target_resolution_h"
  }
 },
 "5151:5110": {
  "inputs": {
   "positive": [
    "5151:5138",
    0
   ],
   "negative": [
    "5151:5131",
    0
   ],
   "frame_rate": [
    "5151:5137",
    5
   ]
  },
  "class_type": "LTXVConditioning",
  "_meta": {
   "title": "LTXVConditioning"
  }
 },
 "5151:5111": {
  "inputs": {
   "video_latent": [
    "5151:5142",
    2
   ],
   "audio_latent": [
    "5151:5121",
    0
   ]
  },
  "class_type": "LTXVConcatAVLatent",
  "_meta": {
   "title": "Concat AV Latent"
  }
 },
 "5151:5112": {
  "inputs": {
   "batch_size": 1,
   "width": [
    "5151:5097",
    0
   ],
   "height": [
    "5151:5098",
    0
   ],
   "length": [
    "5151:5126",
    2
   ]
  },
  "class_type": "EmptyLTXVLatentVideo",
  "_meta": {
   "title": "Empty LTXV Latent Video"
  }
 },
 "5151:5113": {
  "inputs": {
   "positive": [
    "5151:5142",
    0
   ],
   "negative": [
    "5151:5142",
    1
   ],
   "latent": [
    "5151:5114",
    0
   ]
  },
  "class_type": "LTXVCropGuides",
  "_meta": {
   "title": "LTXVCropGuides"
  }
 },
 "5151:5114": {
  "inputs": {
   "av_latent": [
    "5151:5122",
    0
   ]
  },
  "class_type": "LTXVSeparateAVLatent",
  "_meta": {
   "title": "Separate AV Latent"
  }
 },
 "5151:5115": {
  "inputs": {
   "a": [
    "5151:5137",
    5
   ]
  },
  "class_type": "CM_FloatToInt",
  "_meta": {
   "title": "FloatToInt"
  }
 },
 "5151:5116": {
  "inputs": {
   "cfg": 1,
   "model": [
    "5151:5146",
    0
   ],
   "positive": [
    "5151:5142",
    0
   ],
   "negative": [
    "5151:5142",
    1
   ]
  },
  "class_type": "CFGGuider",
  "_meta": {
   "title": "CFG Guider"
  }
 },
 "5151:5117": {
  "inputs": {
   "noise_seed": 42
  },
  "class_type": "RandomNoise",
  "_meta": {
   "title": "RandomNoise"
  }
 },
 "5151:5118": {
  "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"
  }
 },
 "5151:5119": {
  "inputs": {
   "sampler_name": "euler_ancestral"
  },
  "class_type": "KSamplerSelect",
  "_meta": {
   "title": "KSamplerSelect"
  }
 },
 "5151:5120": {
  "inputs": {
   "img_compression": 18,
   "image": [
    "5151:5136",
    0
   ]
  },
  "class_type": "LTXVPreprocess",
  "_meta": {
   "title": "LTXV Preprocess"
  }
 },
 "5151:5121": {
  "inputs": {
   "batch_size": 1,
   "frames_number": [
    "5060",
    1
   ],
   "frame_rate": [
    "5151:5115",
    0
   ],
   "audio_vae": [
    "5151:5132",
    0
   ]
  },
  "class_type": "LTXVEmptyLatentAudio",
  "_meta": {
   "title": "Empty LTXV Latent Audio"
  }
 },
 "5151:5122": {
  "inputs": {
   "noise": [
    "5151:5117",
    0
   ],
   "guider": [
    "5151:5116",
    0
   ],
   "sampler": [
    "5151:5119",
    0
   ],
   "sigmas": [
    "5151:5118",
    0
   ],
   "latent_image": [
    "5151:5111",
    0
   ]
  },
  "class_type": "SamplerCustomAdvanced",
  "_meta": {
   "title": "SamplerCustomAdvanced"
  }
 },
 "5151:5124": {
  "inputs": {
   "samples": [
    "5151:5114",
    1
   ],
   "audio_vae": [
    "5151:5132",
    0
   ]
  },
  "class_type": "LTXVAudioVAEDecode",
  "_meta": {
   "title": "LTXV Audio VAE Decode"
  }
 },
 "5151:5125": {
  "inputs": {
   "direction": "left",
   "match_image_size": true,
   "image1": [
    "5151:5143",
    0
   ],
   "image2": [
    "5151:5130",
    0
   ]
  },
  "class_type": "ImageConcanate",
  "_meta": {
   "title": "ImageConcanate"
  }
 },
 "5151:5126": {
  "inputs": {
   "image": [
    "5151:5130",
    0
   ]
  },
  "class_type": "GetImageSize",
  "_meta": {
   "title": "Get Image Size"
  }
 },
 "5151:5127": {
  "inputs": {
   "value": true
  },
  "class_type": "PrimitiveBoolean",
  "_meta": {
   "title": "bypass_i2v"
  }
 },
 "5151:5128": {
  "inputs": {
   "tile_size": 512,
   "overlap": 64,
   "temporal_size": 512,
   "temporal_overlap": 4
  },
  "class_type": "VAEDecodeTiled",
  "_meta": {
   "title": "VAE Decode (Tiled)"
  }
 },
 "5151:5129": {
  "inputs": {
   "resize_type": "scale by multiplier",
   "scale_method": "lanczos",
   "input": [
    "5151:5139",
    0
   ],
   "resize_type.multiplier": 0.5
  },
  "class_type": "ResizeImageMaskNode",
  "_meta": {
   "title": "Resize Image/Mask"
  }
 },
 "5151:5130": {
  "inputs": {
   "resize_type": "scale to multiple",
   "scale_method": "area",
   "input": [
    "5151:5129",
    0
   ],
   "resize_type.multiple": 32
  },
  "class_type": "ResizeImageMaskNode",
  "_meta": {
   "title": "Resize Image/Mask"
  }
 },
 "5151:5131": {
  "inputs": {
   "text": "pc game, console game, video game, ugly, 3d render, photo, still, static, slow",
   "clip": [
    "5151:5135",
    0
   ]
  },
  "class_type": "CLIPTextEncode",
  "_meta": {
   "title": "CLIP Text Encode (Negative Prompt)"
  }
 },
 "5151:5132": {
  "inputs": {
   "ckpt_name": "ltx-2.3-22b-dev-fp8.safetensors"
  },
  "class_type": "LTXVAudioVAELoader",
  "_meta": {
   "title": "Load LTXV Audio VAE"
  }
 },
 "5151:5133": {
  "inputs": {
   "ckpt_name": "ltx-2.3-22b-dev-fp8.safetensors"
  },
  "class_type": "CheckpointLoaderSimple",
  "_meta": {
   "title": "Load Checkpoint"
  }
 },
 "5151:5134": {
  "inputs": {
   "lora_name": "ltx-2.3-22b-distilled-lora-384.safetensors",
   "strength_model": 0.5,
   "model": [
    "5151:5133",
    0
   ]
  },
  "class_type": "LoraLoaderModelOnly",
  "_meta": {
   "title": "Load LoRA"
  }
 },
 "5151:5135": {
  "inputs": {
   "text_encoder": "gemma_3_12B_it.safetensors",
   "ckpt_name": "ltx-2.3-22b-dev-fp8.safetensors",
   "device": "default"
  },
  "class_type": "LTXAVTextEncoderLoader",
  "_meta": {
   "title": "Load LTXV Audio Text Encoder"
  }
 },
 "5151:5136": {
  "inputs": {
   "resize_type": "match size",
   "scale_method": "area",
   "input": [
    "5151:5145",
    0
   ],
   "resize_type.crop": "center",
   "resize_type.match": [
    "5151:5130",
    0
   ]
  },
  "class_type": "ResizeImageMaskNode",
  "_meta": {
   "title": "Resize Image/Mask"
  }
 },
 "5151:5137": {
  "inputs": {
   "video_info": [
    "5060",
    3
   ]
  },
  "class_type": "VHS_VideoInfo",
  "_meta": {
   "title": "Video Info \ud83c\udfa5\ud83c\udd65\ud83c\udd57\ud83c\udd62"
  }
 },
 "5151:5138": {
  "inputs": {
   "text": "",
   "clip": [
    "5151:5135",
    0
   ]
  },
  "class_type": "CLIPTextEncode",
  "_meta": {
   "title": "CLIP Text Encode (Positive Prompt)"
  }
 },
 "5151:5139": {
  "inputs": {
   "left": 0,
   "right": 0,
   "top": 0,
   "bottom": 0,
   "extra_padding": 0,
   "pad_mode": "color",
   "color": "0, 0, 0",
   "image": [
    "5060",
    0
   ],
   "target_width": [
    "5151:5149",
    1
   ],
   "target_height": [
    "5151:5150",
    1
   ]
  },
  "class_type": "ImagePadKJ",
  "_meta": {
   "title": "ImagePad KJ"
  }
 },
 "5151:5140": {
  "inputs": {
   "loop_count": 0,
   "filename_prefix": "AnimateDiff",
   "format": "video/h264-mp4",
   "pingpong": false,
   "save_output": false,
   "images": [
    "5151:5144",
    0
   ],
   "frame_rate": [
    "5151:5137",
    5
   ],
   "audio": [
    "5060",
    2
   ],
   "crf": 12,
   "pix_fmt": "yuv420p",
   "save_metadata": true,
   "trim_to_audio": false
  },
  "class_type": "VHS_VideoCombine",
  "_meta": {
   "title": "Video Combine \ud83c\udfa5\ud83c\udd65\ud83c\udd57\ud83c\udd62"
  }
 },
 "5151:5141": {
  "inputs": {
   "strength": 0.7,
   "vae": [
    "5151:5133",
    2
   ],
   "image": [
    "5151:5120",
    0
   ],
   "latent": [
    "5151:5112",
    0
   ],
   "bypass": [
    "5151:5127",
    0
   ]
  },
  "class_type": "LTXVImgToVideoConditionOnly",
  "_meta": {
   "title": "\ud83c\udd5b\ud83c\udd63\ud83c\udd67 LTXV Img To Video Condition Only"
  }
 },
 "5151:5142": {
  "inputs": {
   "frame_idx": 0,
   "strength": 1,
   "latent_downscale_factor": 1,
   "crop": "disabled",
   "use_tiled_encode": false,
   "tile_size": 256,
   "tile_overlap": 64,
   "use_streaming": false,
   "tile_frames": 97,
   "positive": [
    "5151:5110",
    0
   ],
   "negative": [
    "5151:5110",
    1
   ],
   "vae": [
    "5151:5133",
    2
   ],
   "latent": [
    "5151:5141",
    0
   ],
   "image": [
    "5151:5144",
    0
   ]
  },
  "class_type": "LTXAddVideoICLoRAGuide",
  "_meta": {
   "title": "\ud83c\udd5b\ud83c\udd63\ud83c\udd67 Add Video IC-LoRA Guide"
  }
 },
 "5151:5143": {
  "inputs": {
   "exposure": 0,
   "contrast": 1,
   "brightness": 0,
   "saturation": 1,
   "gamma": 0.5,
   "lift_r": 0,
   "lift_g": 0,
   "lift_b": 0,
   "gain_r": 1,
   "gain_g": 1,
   "gain_b": 1,
   "luma_space": "Rec.709 / sRGB",
   "clamp_output": false,
   "image": [
    "5151:5154",
    0
   ]
  },
  "class_type": "Float32ColorCorrect",
  "_meta": {
   "title": "\u25ce Radiance Float32 Color Correct"
  }
 },
 "5151:5144": {
  "inputs": {
   "exposure": 0,
   "contrast": 1,
   "brightness": 0,
   "saturation": 1,
   "gamma": 2,
   "lift_r": 0,
   "lift_g": 0,
   "lift_b": 0,
   "gain_r": 1,
   "gain_g": 1,
   "gain_b": 1,
   "luma_space": "Rec.709 / sRGB",
   "clamp_output": false,
   "image": [
    "5151:5156",
    0
   ]
  },
  "class_type": "Float32ColorCorrect",
  "_meta": {
   "title": "\u25ce Radiance Float32 Color Correct"
  }
 },
 "5151:5145": {
  "inputs": {
   "image": "642ef66b933861a25a7a8ad3b46f3a7005c783d53c3971392a84595ae4dd4b04.png"
  },
  "class_type": "LoadImage",
  "_meta": {
   "title": "Load Image"
  }
 },
 "5151:5146": {
  "inputs": {
   "lora_name": "ltx-2.3-22b-ic-lora-refocus.safetensors",
   "strength_model": 1,
   "model": [
    "5151:5134",
    0
   ]
  },
  "class_type": "LoraLoaderModelOnly",
  "_meta": {
   "title": "Load LoRA"
  }
 },
 "5151:5148": {
  "inputs": {
   "expression": "a / b",
   "values.a": [
    "5151:5097",
    0
   ],
   "values.b": [
    "5151:5098",
    0
   ]
  },
  "class_type": "ComfyMathExpression",
  "_meta": {
   "title": "ratio"
  }
 },
 "5151:5149": {
  "inputs": {
   "expression": "max(a, b * c)",
   "values.a": [
    "5151:5137",
    3
   ],
   "values.b": [
    "5151:5137",
    4
   ],
   "values.c": [
    "5151:5148",
    0
   ]
  },
  "class_type": "ComfyMathExpression",
  "_meta": {
   "title": "target_w"
  }
 },
 "5151:5150": {
  "inputs": {
   "expression": "max(b, a / c)",
   "values.a": [
    "5151:5137",
    3
   ],
   "values.b": [
    "5151:5137",
    4
   ],
   "values.c": [
    "5151:5148",
    0
   ]
  },
  "class_type": "ComfyMathExpression",
  "_meta": {
   "title": "target_h"
  }
 },
 "5151:5154": {
  "inputs": {
   "samples": [
    "5151:5113",
    2
   ],
   "vae": [
    "5151:5133",
    2
   ]
  },
  "class_type": "VAEDecode",
  "_meta": {
   "title": "VAE Decode"
  }
 },
 "5151:5156": {
  "inputs": {
   "upscale_method": "lanczos",
   "keep_proportion": "crop",
   "pad_color": "0, 0, 0",
   "crop_position": "center",
   "divisible_by": 2,
   "device": "cpu",
   "image": [
    "5060",
    0
   ],
   "width": [
    "5151:5097",
    0
   ],
   "height": [
    "5151:5098",
    0
   ]
  },
  "class_type": "ImageResizeKJv2",
  "_meta": {
   "title": "Resize Image v2"
  }
 },
 "5152": {
  "inputs": {
   "loop_count": 0,
   "filename_prefix": "outpaint_output",
   "format": "video/h264-mp4",
   "pingpong": false,
   "save_output": true,
   "images": [
    "5151:5143",
    0
   ],
   "frame_rate": [
    "5151:5137",
    5
   ],
   "audio": [
    "5060",
    2
   ],
   "crf": 13,
   "pix_fmt": "yuv420p",
   "save_metadata": true,
   "trim_to_audio": false
  },
  "class_type": "VHS_VideoCombine",
  "_meta": {
   "title": "video_output"
  }
 }
}