{
  "last_node_id": 70,
  "last_link_id": 165,
  "nodes": [
    {
      "id": 20,
      "type": "CLIPLoader",
      "pos": {
        "0": -26,
        "1": 400
      },
      "size": {
        "0": 451.30548095703125,
        "1": 82
      },
      "flags": {},
      "order": 0,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "CLIP",
          "type": "CLIP",
          "links": [
            54,
            56
          ],
          "slot_index": 0,
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "CLIPLoader"
      },
      "widgets_values": [
        "t5\\google_t5-v1_1-xxl_encoderonly-fp8_e4m3fn.safetensors",
        "sd3"
      ]
    },
    {
      "id": 31,
      "type": "CogVideoTextEncode",
      "pos": {
        "0": 497,
        "1": 520
      },
      "size": {
        "0": 463.01251220703125,
        "1": 124
      },
      "flags": {},
      "order": 5,
      "mode": 0,
      "inputs": [
        {
          "name": "clip",
          "type": "CLIP",
          "link": 56
        }
      ],
      "outputs": [
        {
          "name": "conditioning",
          "type": "CONDITIONING",
          "links": [
            123
          ],
          "slot_index": 0,
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "CogVideoTextEncode"
      },
      "widgets_values": [
        "The video is not of a high quality, it has a low resolution. Watermark present in each frame. Strange motion trajectory. ",
        1,
        true
      ]
    },
    {
      "id": 1,
      "type": "DownloadAndLoadCogVideoModel",
      "pos": {
        "0": 633,
        "1": 44
      },
      "size": {
        "0": 337.8885192871094,
        "1": 194
      },
      "flags": {},
      "order": 1,
      "mode": 0,
      "inputs": [
        {
          "name": "pab_config",
          "type": "PAB_CONFIG",
          "link": null,
          "shape": 7
        },
        {
          "name": "block_edit",
          "type": "TRANSFORMERBLOCKS",
          "link": null,
          "shape": 7
        },
        {
          "name": "lora",
          "type": "COGLORA",
          "link": null,
          "shape": 7
        }
      ],
      "outputs": [
        {
          "name": "cogvideo_pipe",
          "type": "COGVIDEOPIPE",
          "links": [
            121,
            159
          ],
          "slot_index": 0,
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "DownloadAndLoadCogVideoModel"
      },
      "widgets_values": [
        "kijai/CogVideoX-5b-Tora",
        "bf16",
        "disabled",
        "disabled",
        false
      ]
    },
    {
      "id": 65,
      "type": "CreateShapeImageOnPath",
      "pos": {
        "0": 1052,
        "1": 935
      },
      "size": {
        "0": 313.4619445800781,
        "1": 270
      },
      "flags": {},
      "order": 7,
      "mode": 0,
      "inputs": [
        {
          "name": "coordinates",
          "type": "STRING",
          "link": 145,
          "widget": {
            "name": "coordinates"
          }
        },
        {
          "name": "size_multiplier",
          "type": "FLOAT",
          "link": null,
          "widget": {
            "name": "size_multiplier"
          },
          "shape": 7
        },
        {
          "name": "frame_width",
          "type": "INT",
          "link": 149,
          "widget": {
            "name": "frame_width"
          }
        },
        {
          "name": "frame_height",
          "type": "INT",
          "link": 150,
          "widget": {
            "name": "frame_height"
          }
        }
      ],
      "outputs": [
        {
          "name": "image",
          "type": "IMAGE",
          "links": [
            142,
            153
          ],
          "slot_index": 0
        },
        {
          "name": "mask",
          "type": "MASK",
          "links": [
            154
          ],
          "slot_index": 1
        }
      ],
      "properties": {
        "Node name for S&R": "CreateShapeImageOnPath"
      },
      "widgets_values": [
        "circle",
        "",
        512,
        512,
        12,
        12,
        "red",
        "black",
        0,
        1,
        [
          1
        ]
      ]
    },
    {
      "id": 56,
      "type": "CogVideoDecode",
      "pos": {
        "0": 1581,
        "1": 148
      },
      "size": {
        "0": 300.396484375,
        "1": 198
      },
      "flags": {},
      "order": 11,
      "mode": 0,
      "inputs": [
        {
          "name": "pipeline",
          "type": "COGVIDEOPIPE",
          "link": 128
        },
        {
          "name": "samples",
          "type": "LATENT",
          "link": 127
        }
      ],
      "outputs": [
        {
          "name": "images",
          "type": "IMAGE",
          "links": [
            155
          ],
          "slot_index": 0,
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "CogVideoDecode"
      },
      "widgets_values": [
        false,
        240,
        360,
        0.2,
        0.2,
        true
      ]
    },
    {
      "id": 68,
      "type": "ImageCompositeMasked",
      "pos": {
        "0": 1623,
        "1": 557
      },
      "size": {
        "0": 315,
        "1": 146
      },
      "flags": {},
      "order": 12,
      "mode": 0,
      "inputs": [
        {
          "name": "destination",
          "type": "IMAGE",
          "link": 155
        },
        {
          "name": "source",
          "type": "IMAGE",
          "link": 153
        },
        {
          "name": "mask",
          "type": "MASK",
          "link": 154,
          "shape": 7
        }
      ],
      "outputs": [
        {
          "name": "IMAGE",
          "type": "IMAGE",
          "links": [
            156
          ],
          "slot_index": 0
        }
      ],
      "properties": {
        "Node name for S&R": "ImageCompositeMasked"
      },
      "widgets_values": [
        0,
        0,
        false
      ]
    },
    {
      "id": 66,
      "type": "VHS_VideoCombine",
      "pos": {
        "0": 1405,
        "1": 916
      },
      "size": [
        605.3909912109375,
        714.2606608072917
      ],
      "flags": {},
      "order": 9,
      "mode": 0,
      "inputs": [
        {
          "name": "images",
          "type": "IMAGE",
          "link": 142
        },
        {
          "name": "audio",
          "type": "AUDIO",
          "link": null,
          "shape": 7
        },
        {
          "name": "meta_batch",
          "type": "VHS_BatchManager",
          "link": null,
          "shape": 7
        },
        {
          "name": "vae",
          "type": "VAE",
          "link": null,
          "shape": 7
        }
      ],
      "outputs": [
        {
          "name": "Filenames",
          "type": "VHS_FILENAMES",
          "links": null,
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "VHS_VideoCombine"
      },
      "widgets_values": {
        "frame_rate": 8,
        "loop_count": 0,
        "filename_prefix": "CogVideoX-Tora-trajectory",
        "format": "video/h264-mp4",
        "pix_fmt": "yuv420p",
        "crf": 19,
        "save_metadata": true,
        "pingpong": false,
        "save_output": false,
        "videopreview": {
          "hidden": false,
          "paused": false,
          "params": {
            "filename": "CogVideoX-Tora-trajectory_00012.mp4",
            "subfolder": "",
            "type": "temp",
            "format": "video/h264-mp4",
            "frame_rate": 8
          },
          "muted": false
        }
      }
    },
    {
      "id": 30,
      "type": "CogVideoTextEncode",
      "pos": {
        "0": 493,
        "1": 303
      },
      "size": {
        "0": 471.90142822265625,
        "1": 168.08047485351562
      },
      "flags": {},
      "order": 4,
      "mode": 0,
      "inputs": [
        {
          "name": "clip",
          "type": "CLIP",
          "link": 54
        }
      ],
      "outputs": [
        {
          "name": "conditioning",
          "type": "CONDITIONING",
          "links": [
            122
          ],
          "slot_index": 0,
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "CogVideoTextEncode"
      },
      "widgets_values": [
        "video of a brown bear in front of a waterfall",
        1,
        true
      ]
    },
    {
      "id": 60,
      "type": "SplineEditor",
      "pos": {
        "0": -103,
        "1": 770
      },
      "size": {
        "0": 765,
        "1": 910
      },
      "flags": {},
      "order": 2,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "mask",
          "type": "MASK",
          "links": [
            146
          ],
          "slot_index": 0
        },
        {
          "name": "coord_str",
          "type": "STRING",
          "links": [
            145,
            165
          ],
          "slot_index": 1
        },
        {
          "name": "float",
          "type": "FLOAT",
          "links": null
        },
        {
          "name": "count",
          "type": "INT",
          "links": null
        },
        {
          "name": "normalized_str",
          "type": "STRING",
          "links": null
        }
      ],
      "properties": {
        "Node name for S&R": "SplineEditor",
        "points": "SplineEditor"
      },
      "widgets_values": [
        "[{\"x\":133.249980962386,\"y\":260.15472473608696},{\"x\":263.32734333042947,\"y\":353.74697326919136},{\"x\":412.4404172645281,\"y\":258.5684154389157},{\"x\":234.77377598134674,\"y\":190.35711566055141},{\"x\":399.749942887158,\"y\":106.28272291047455},{\"x\":539.345161038229,\"y\":266.499961924772}]",
        "[{\"x\":133.24998474121094,\"y\":260.15472412109375},{\"x\":146.90032958984375,\"y\":275.1250305175781},{\"x\":160.95431518554688,\"y\":289.7167053222656},{\"x\":175.49871826171875,\"y\":303.81890869140625},{\"x\":190.64990234375,\"y\":317.2657165527344},{\"x\":206.57586669921875,\"y\":329.7820129394531},{\"x\":223.51571655273438,\"y\":340.87823486328125},{\"x\":241.78599548339844,\"y\":349.5747375488281},{\"x\":261.53076171875,\"y\":353.722412109375},{\"x\":281.7359619140625,\"y\":352.4859313964844},{\"x\":301.6475830078125,\"y\":348.8008117675781},{\"x\":321.0851745605469,\"y\":343.1146545410156},{\"x\":339.9189147949219,\"y\":335.6663513183594},{\"x\":358.0020751953125,\"y\":326.5465393066406},{\"x\":375.1062316894531,\"y\":315.70538330078125},{\"x\":390.79693603515625,\"y\":302.913818359375},{\"x\":404.0909118652344,\"y\":287.676025390625},{\"x\":412.28533935546875,\"y\":269.30328369140625},{\"x\":408.2677307128906,\"y\":250.2057647705078},{\"x\":391.3509521484375,\"y\":239.37109375},{\"x\":372.0826721191406,\"y\":233.1624298095703},{\"x\":352.3110656738281,\"y\":228.7548065185547},{\"x\":332.3755187988281,\"y\":225.14697265625},{\"x\":312.3946228027344,\"y\":221.79623413085938},{\"x\":292.44403076171875,\"y\":218.2718048095703},{\"x\":272.63787841796875,\"y\":214.0209503173828},{\"x\":253.3236541748047,\"y\":207.96151733398438},{\"x\":236.94012451171875,\"y\":196.54066467285156},{\"x\":237.0126495361328,\"y\":177.01820373535156},{\"x\":247.45623779296875,\"y\":159.7530975341797},{\"x\":261.6012268066406,\"y\":145.28346252441406},{\"x\":277.7103576660156,\"y\":133.0191192626953},{\"x\":295.14239501953125,\"y\":122.7152328491211},{\"x\":313.58447265625,\"y\":114.35106658935547},{\"x\":332.8315734863281,\"y\":108.0604019165039},{\"x\":352.688720703125,\"y\":104.10931396484375},{\"x\":372.89337158203125,\"y\":102.88045501708984},{\"x\":393.0354309082031,\"y\":104.8262939453125},{\"x\":412.199951171875,\"y\":111.1242446899414},{\"x\":429.0757751464844,\"y\":122.27816009521484},{\"x\":444.1902160644531,\"y\":135.7550506591797},{\"x\":458.09735107421875,\"y\":150.48239135742188},{\"x\":471.13787841796875,\"y\":165.98487854003906},{\"x\":483.52349853515625,\"y\":182.0165557861328},{\"x\":495.3956604003906,\"y\":198.4325714111328},{\"x\":506.85150146484375,\"y\":215.1421356201172},{\"x\":517.9617919921875,\"y\":232.08358764648438},{\"x\":528.7791137695312,\"y\":249.2136688232422},{\"x\":539.3451538085938,\"y\":266.4999694824219}]",
        720,
        480,
        49,
        "path",
        "cardinal",
        0.5,
        1,
        "list",
        0,
        1,
        null,
        null
      ]
    },
    {
      "id": 57,
      "type": "CogVideoSampler",
      "pos": {
        "0": 1138,
        "1": 150
      },
      "size": {
        "0": 399.8780822753906,
        "1": 390
      },
      "flags": {},
      "order": 10,
      "mode": 0,
      "inputs": [
        {
          "name": "pipeline",
          "type": "COGVIDEOPIPE",
          "link": 121
        },
        {
          "name": "positive",
          "type": "CONDITIONING",
          "link": 122
        },
        {
          "name": "negative",
          "type": "CONDITIONING",
          "link": 123
        },
        {
          "name": "samples",
          "type": "LATENT",
          "link": null,
          "shape": 7
        },
        {
          "name": "image_cond_latents",
          "type": "LATENT",
          "link": null,
          "shape": 7
        },
        {
          "name": "context_options",
          "type": "COGCONTEXT",
          "link": null,
          "shape": 7
        },
        {
          "name": "controlnet",
          "type": "COGVIDECONTROLNET",
          "link": null,
          "shape": 7
        },
        {
          "name": "tora_trajectory",
          "type": "TORAFEATURES",
          "link": 163,
          "shape": 7
        },
        {
          "name": "num_frames",
          "type": "INT",
          "link": 157,
          "widget": {
            "name": "num_frames"
          }
        },
        {
          "name": "height",
          "type": "INT",
          "link": 151,
          "widget": {
            "name": "height"
          }
        },
        {
          "name": "width",
          "type": "INT",
          "link": 152,
          "widget": {
            "name": "width"
          }
        }
      ],
      "outputs": [
        {
          "name": "cogvideo_pipe",
          "type": "COGVIDEOPIPE",
          "links": [
            128
          ],
          "slot_index": 0,
          "shape": 3
        },
        {
          "name": "samples",
          "type": "LATENT",
          "links": [
            127
          ],
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "CogVideoSampler"
      },
      "widgets_values": [
        480,
        720,
        49,
        32,
        6,
        65334758276105,
        "fixed",
        "CogVideoXDPMScheduler",
        1
      ]
    },
    {
      "id": 67,
      "type": "GetMaskSizeAndCount",
      "pos": {
        "0": 763,
        "1": 772
      },
      "size": {
        "0": 264.5999755859375,
        "1": 86
      },
      "flags": {
        "collapsed": true
      },
      "order": 6,
      "mode": 0,
      "inputs": [
        {
          "name": "mask",
          "type": "MASK",
          "link": 146
        }
      ],
      "outputs": [
        {
          "name": "mask",
          "type": "MASK",
          "links": null
        },
        {
          "name": "720 width",
          "type": "INT",
          "links": [
            149,
            152,
            161
          ],
          "slot_index": 1
        },
        {
          "name": "480 height",
          "type": "INT",
          "links": [
            150,
            151,
            162
          ],
          "slot_index": 2
        },
        {
          "name": "49 count",
          "type": "INT",
          "links": [
            157,
            160
          ],
          "slot_index": 3
        }
      ],
      "properties": {
        "Node name for S&R": "GetMaskSizeAndCount"
      },
      "widgets_values": []
    },
    {
      "id": 44,
      "type": "VHS_VideoCombine",
      "pos": {
        "0": 2210,
        "1": 151
      },
      "size": [
        1131.619140625,
        1065.0794270833335
      ],
      "flags": {},
      "order": 13,
      "mode": 0,
      "inputs": [
        {
          "name": "images",
          "type": "IMAGE",
          "link": 156
        },
        {
          "name": "audio",
          "type": "AUDIO",
          "link": null,
          "shape": 7
        },
        {
          "name": "meta_batch",
          "type": "VHS_BatchManager",
          "link": null,
          "shape": 7
        },
        {
          "name": "vae",
          "type": "VAE",
          "link": null,
          "shape": 7
        }
      ],
      "outputs": [
        {
          "name": "Filenames",
          "type": "VHS_FILENAMES",
          "links": null,
          "shape": 3
        }
      ],
      "properties": {
        "Node name for S&R": "VHS_VideoCombine"
      },
      "widgets_values": {
        "frame_rate": 8,
        "loop_count": 0,
        "filename_prefix": "CogVideoX-Tora",
        "format": "video/h264-mp4",
        "pix_fmt": "yuv420p",
        "crf": 19,
        "save_metadata": true,
        "pingpong": false,
        "save_output": false,
        "videopreview": {
          "hidden": false,
          "paused": false,
          "params": {
            "filename": "CogVideoX-Tora_00002.mp4",
            "subfolder": "",
            "type": "temp",
            "format": "video/h264-mp4",
            "frame_rate": 8
          },
          "muted": false
        }
      }
    },
    {
      "id": 70,
      "type": "DownloadAndLoadToraModel",
      "pos": {
        "0": 270,
        "1": 158
      },
      "size": {
        "0": 315,
        "1": 58
      },
      "flags": {},
      "order": 3,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "tora_model",
          "type": "TORAMODEL",
          "links": [
            164
          ]
        }
      ],
      "properties": {
        "Node name for S&R": "DownloadAndLoadToraModel"
      },
      "widgets_values": [
        "kijai/CogVideoX-5b-Tora"
      ]
    },
    {
      "id": 69,
      "type": "ToraEncodeTrajectory",
      "pos": {
        "0": 1112,
        "1": 663
      },
      "size": [
        355.20001220703125,
        222
      ],
      "flags": {},
      "order": 8,
      "mode": 0,
      "inputs": [
        {
          "name": "pipeline",
          "type": "COGVIDEOPIPE",
          "link": 159
        },
        {
          "name": "tora_model",
          "type": "TORAMODEL",
          "link": 164
        },
        {
          "name": "coordinates",
          "type": "STRING",
          "link": 165,
          "widget": {
            "name": "coordinates"
          }
        },
        {
          "name": "num_frames",
          "type": "INT",
          "link": 160,
          "widget": {
            "name": "num_frames"
          }
        },
        {
          "name": "width",
          "type": "INT",
          "link": 161,
          "widget": {
            "name": "width"
          }
        },
        {
          "name": "height",
          "type": "INT",
          "link": 162,
          "widget": {
            "name": "height"
          }
        }
      ],
      "outputs": [
        {
          "name": "tora_trajectory",
          "type": "TORAFEATURES",
          "links": [
            163
          ]
        },
        {
          "name": "video_flow_images",
          "type": "IMAGE",
          "links": null
        }
      ],
      "properties": {
        "Node name for S&R": "ToraEncodeTrajectory"
      },
      "widgets_values": [
        "",
        720,
        480,
        49,
        1,
        0,
        1
      ]
    }
  ],
  "links": [
    [
      54,
      20,
      0,
      30,
      0,
      "CLIP"
    ],
    [
      56,
      20,
      0,
      31,
      0,
      "CLIP"
    ],
    [
      121,
      1,
      0,
      57,
      0,
      "COGVIDEOPIPE"
    ],
    [
      122,
      30,
      0,
      57,
      1,
      "CONDITIONING"
    ],
    [
      123,
      31,
      0,
      57,
      2,
      "CONDITIONING"
    ],
    [
      127,
      57,
      1,
      56,
      1,
      "LATENT"
    ],
    [
      128,
      57,
      0,
      56,
      0,
      "COGVIDEOPIPE"
    ],
    [
      142,
      65,
      0,
      66,
      0,
      "IMAGE"
    ],
    [
      145,
      60,
      1,
      65,
      0,
      "STRING"
    ],
    [
      146,
      60,
      0,
      67,
      0,
      "MASK"
    ],
    [
      149,
      67,
      1,
      65,
      2,
      "INT"
    ],
    [
      150,
      67,
      2,
      65,
      3,
      "INT"
    ],
    [
      151,
      67,
      2,
      57,
      9,
      "INT"
    ],
    [
      152,
      67,
      1,
      57,
      10,
      "INT"
    ],
    [
      153,
      65,
      0,
      68,
      1,
      "IMAGE"
    ],
    [
      154,
      65,
      1,
      68,
      2,
      "MASK"
    ],
    [
      155,
      56,
      0,
      68,
      0,
      "IMAGE"
    ],
    [
      156,
      68,
      0,
      44,
      0,
      "IMAGE"
    ],
    [
      157,
      67,
      3,
      57,
      8,
      "INT"
    ],
    [
      159,
      1,
      0,
      69,
      0,
      "COGVIDEOPIPE"
    ],
    [
      160,
      67,
      3,
      69,
      3,
      "INT"
    ],
    [
      161,
      67,
      1,
      69,
      4,
      "INT"
    ],
    [
      162,
      67,
      2,
      69,
      5,
      "INT"
    ],
    [
      163,
      69,
      0,
      57,
      7,
      "TORAFEATURES"
    ],
    [
      164,
      70,
      0,
      69,
      1,
      "TORAMODEL"
    ],
    [
      165,
      60,
      1,
      69,
      2,
      "STRING"
    ]
  ],
  "groups": [],
  "config": {},
  "extra": {
    "ds": {
      "scale": 0.6303940863129383,
      "offset": [
        302.46497962544663,
        77.05651988573555
      ]
    }
  },
  "version": 0.4
}