Custom-Audio/LTX-2.3_-_I2V_T2V_Dev_Custom_Audio.json

{
  "id": "276c0aeb-3d4f-4cd1-b4b8-4c3f600213a0",
  "revision": 0,
  "last_node_id": 2066,
  "last_link_id": 3679,
  "nodes": [
    {
      "id": 218,
      "type": "GetNode",
      "pos": [
        -133.12340171782637,
        4164.641049712668
      ],
      "size": [
        270,
        58
      ],
      "flags": {
        "collapsed": true
      },
      "order": 0,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "VAE",
          "type": "VAE",
          "links": [
            445
          ]
        }
      ],
      "title": "Get_vae",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "vae"
      ],
      "color": "#af3535",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 237,
      "type": "GetNode",
      "pos": [
        -133.12340171782637,
        3848.206903033278
      ],
      "size": [
        270,
        58
      ],
      "flags": {
        "collapsed": true
      },
      "order": 1,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "INT",
          "type": "INT",
          "links": [
            463
          ]
        }
      ],
      "title": "Get_height_downsized",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "height_downsized"
      ],
      "color": "#1b4669",
      "bgcolor": "#29699c"
    },
    {
      "id": 236,
      "type": "GetNode",
      "pos": [
        -133.12340171782637,
        3784.0124035683043
      ],
      "size": [
        270,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 2,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "INT",
          "type": "INT",
          "links": [
            464
          ]
        }
      ],
      "title": "Get_width_downsized",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "width_downsized"
      ],
      "color": "#1b4669",
      "bgcolor": "#29699c"
    },
    {
      "id": 205,
      "type": "GetNode",
      "pos": [
        -133.12340171782637,
        3759.6247919145967
      ],
      "size": [
        270,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 3,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "INT",
          "type": "INT",
          "links": [
            424,
            425
          ]
        }
      ],
      "title": "Get_frames",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "frames"
      ],
      "color": "#1b4669",
      "bgcolor": "#29699c"
    },
    {
      "id": 282,
      "type": "SetNode",
      "pos": [
        -1264.5623087594242,
        4836.883066753237
      ],
      "size": [
        210,
        34
      ],
      "flags": {
        "collapsed": true
      },
      "order": 106,
      "mode": 0,
      "inputs": [
        {
          "name": "INT",
          "type": "INT",
          "link": 528
        }
      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
        }
      ],
      "title": "Set_height",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": ""
      },
      "widgets_values": [
        "height"
      ],
      "color": "#1b4669",
      "bgcolor": "#29699c"
    },
    {
      "id": 283,
      "type": "SetNode",
      "pos": [
        -1497.6848116215458,
        4845.43525128396
      ],
      "size": [
        210,
        34
      ],
      "flags": {
        "collapsed": true
      },
      "order": 107,
      "mode": 0,
      "inputs": [
        {
          "name": "INT",
          "type": "INT",
          "link": 529
        }
      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
        }
      ],
      "title": "Set_width",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": ""
      },
      "widgets_values": [
        "width"
      ],
      "color": "#1b4669",
      "bgcolor": "#29699c"
    },
    {
      "id": 284,
      "type": "SetNode",
      "pos": [
        -805.9064006334132,
        4832.406732533761
      ],
      "size": [
        210,
        34
      ],
      "flags": {
        "collapsed": true
      },
      "order": 85,
      "mode": 0,
      "inputs": [
        {
          "name": "FLOAT",
          "type": "FLOAT",
          "link": 530
        }
      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
        }
      ],
      "title": "Set_fps",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": ""
      },
      "widgets_values": [
        "fps"
      ],
      "color": "#346434",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 288,
      "type": "SetNode",
      "pos": [
        -435.5618508508995,
        4845.537109583825
      ],
      "size": [
        210,
        34
      ],
      "flags": {
        "collapsed": true
      },
      "order": 84,
      "mode": 0,
      "inputs": [
        {
          "name": "BOOLEAN",
          "type": "BOOLEAN",
          "link": 534
        }
      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
        }
      ],
      "title": "Set_t2v_mode",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": ""
      },
      "widgets_values": [
        "t2v_mode"
      ]
    },
    {
      "id": 308,
      "type": "GetNode",
      "pos": [
        -133.12340171782637,
        4165.012109697534
      ],
      "size": [
        270,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 4,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "BOOLEAN",
          "type": "BOOLEAN",
          "links": [
            563
          ]
        }
      ],
      "title": "Get_t2v_mode",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "t2v_mode"
      ]
    },
    {
      "id": 311,
      "type": "SimpleCalculatorKJ",
      "pos": [
        -133.12340171782637,
        4037.6968296130576
      ],
      "size": [
        270,
        128
      ],
      "flags": {
        "collapsed": true
      },
      "order": 83,
      "mode": 0,
      "inputs": [
        {
          "label": "a",
          "name": "variables.a",
          "shape": 7,
          "type": "INT,FLOAT,BOOLEAN",
          "link": 565
        },
        {
          "label": "b",
          "name": "variables.b",
          "shape": 7,
          "type": "INT,FLOAT,BOOLEAN",
          "link": null
        }
      ],
      "outputs": [
        {
          "name": "FLOAT",
          "type": "FLOAT",
          "links": null
        },
        {
          "name": "INT",
          "type": "INT",
          "links": [
            566
          ]
        },
        {
          "name": "BOOLEAN",
          "type": "BOOLEAN",
          "links": null
        }
      ],
      "properties": {
        "cnr_id": "comfyui-kjnodes",
        "ver": "debc47061f722e93fc9885c19facefcf59b6426a",
        "Node name for S&R": "SimpleCalculatorKJ"
      },
      "widgets_values": [
        "a"
      ]
    },
    {
      "id": 310,
      "type": "GetNode",
      "pos": [
        -133.12340171782637,
        4025.1529645007527
      ],
      "size": [
        270,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 5,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "FLOAT",
          "type": "FLOAT",
          "links": [
            565
          ]
        }
      ],
      "title": "Get_fps",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "fps"
      ]
    },
    {
      "id": 217,
      "type": "GetNode",
      "pos": [
        -133.12340171782637,
        3966.5468214922507
      ],
      "size": [
        270,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 6,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "VAE",
          "type": "VAE",
          "links": [
            444
          ]
        }
      ],
      "title": "Get_vae_audio",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "vae_audio"
      ],
      "color": "#af3535",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 240,
      "type": "SetNode",
      "pos": [
        -133.12340171782637,
        4009.119145979604
      ],
      "size": [
        270,
        50
      ],
      "flags": {
        "collapsed": true
      },
      "order": 123,
      "mode": 0,
      "inputs": [
        {
          "name": "LATENT",
          "type": "LATENT",
          "link": 468
        }
      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
        }
      ],
      "title": "Set_latent_audio",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": "latent_audio"
      },
      "widgets_values": [
        "latent_audio"
      ],
      "color": "#422342",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 188,
      "type": "SetNode",
      "pos": [
        -1532.0404007564541,
        3823.361380729423
      ],
      "size": [
        371.3734938543182,
        50
      ],
      "flags": {
        "collapsed": true
      },
      "order": 95,
      "mode": 0,
      "inputs": [
        {
          "name": "LATENT_UPSCALE_MODEL",
          "type": "LATENT_UPSCALE_MODEL",
          "link": 403
        }
      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
        }
      ],
      "title": "Set_upscale_model",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": "upscale_model"
      },
      "widgets_values": [
        "upscale_model"
      ]
    },
    {
      "id": 216,
      "type": "SetNode",
      "pos": [
        -1531.328849200233,
        4312.396559825093
      ],
      "size": [
        371.3734938543182,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 98,
      "mode": 0,
      "inputs": [
        {
          "name": "VAE",
          "type": "VAE",
          "link": 443
        }
      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
        }
      ],
      "title": "Set_vae_audio",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": "vae_audio"
      },
      "widgets_values": [
        "vae_audio"
      ],
      "color": "#af3535",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 215,
      "type": "SetNode",
      "pos": [
        -1529.79566334326,
        4164.636975075363
      ],
      "size": [
        371.3734938543182,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 86,
      "mode": 0,
      "inputs": [
        {
          "name": "VAE",
          "type": "VAE",
          "link": 442
        }
      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
        }
      ],
      "title": "Set_vae",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": "vae"
      },
      "widgets_values": [
        "vae"
      ],
      "color": "#af3535",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 213,
      "type": "SetNode",
      "pos": [
        -1529.79566334326,
        3942.7903091731196
      ],
      "size": [
        371.3734938543182,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 96,
      "mode": 0,
      "inputs": [
        {
          "name": "CLIP",
          "type": "CLIP",
          "link": 550
        }
      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
        }
      ],
      "title": "Set_clip",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": "clip"
      },
      "widgets_values": [
        "clip"
      ],
      "color": "#c09430",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 331,
      "type": "SetNode",
      "pos": [
        -1531.328849200233,
        4491.586744355438
      ],
      "size": [
        371.3734938543182,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 99,
      "mode": 0,
      "inputs": [
        {
          "name": "VAE",
          "type": "VAE",
          "link": 611
        }
      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
        }
      ],
      "title": "Set_vae_tiny",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": "vae_tiny"
      },
      "widgets_values": [
        "vae_tiny"
      ]
    },
    {
      "id": 322,
      "type": "GetNode",
      "pos": [
        -133.12340171782637,
        4439.57617927908
      ],
      "size": [
        270,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 7,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "FLOAT",
          "type": "FLOAT",
          "links": [
            600
          ]
        }
      ],
      "title": "Get_fps",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "fps"
      ]
    },
    {
      "id": 226,
      "type": "SetNode",
      "pos": [
        -133.12340171782637,
        4457.918465003307
      ],
      "size": [
        270,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 152,
      "mode": 0,
      "inputs": [
        {
          "name": "CONDITIONING",
          "type": "CONDITIONING",
          "link": 455
        }
      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
        }
      ],
      "title": "Set_positive",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": "positive"
      },
      "widgets_values": [
        "positive"
      ],
      "color": "#38291f",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 227,
      "type": "SetNode",
      "pos": [
        -133.12340171782637,
        4466.44579987289
      ],
      "size": [
        270,
        58
      ],
      "flags": {
        "collapsed": true
      },
      "order": 153,
      "mode": 0,
      "inputs": [
        {
          "name": "CONDITIONING",
          "type": "CONDITIONING",
          "link": 456
        }
      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
        }
      ],
      "title": "Set_negative",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": "negative"
      },
      "widgets_values": [
        "negative"
      ],
      "color": "#38291f",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 303,
      "type": "SetNode",
      "pos": [
        -550.0867256817794,
        3637.178773994079
      ],
      "size": [
        386.66127530410665,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 150,
      "mode": 0,
      "inputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "link": 590
        }
      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
        }
      ],
      "title": "Set_model_with_lora",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": "model_with_lora"
      },
      "widgets_values": [
        "model_with_lora"
      ]
    },
    {
      "id": 345,
      "type": "UnetLoaderGGUF",
      "pos": [
        -1943.7410491576377,
        4498.294144677763
      ],
      "size": [
        355.55555555555475,
        60.44444444444434
      ],
      "flags": {
        "collapsed": true
      },
      "order": 8,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": null
        }
      ],
      "properties": {
        "cnr_id": "ComfyUI-GGUF",
        "ver": "6ea2651e7df66d7585f6ffee804b20e92fb38b8a",
        "Node name for S&R": "UnetLoaderGGUF"
      },
      "widgets_values": [
        "LTXvideo\\LTX-2\\quantstack\\LTX-2.3-distilled-Q4_K_S.gguf"
      ],
      "color": "#1f1f48",
      "bgcolor": "rgba(24,24,27,.9)",
      "ndSuperSelectorEnabled": false,
      "ndPowerEnabled": false
    },
    {
      "id": 100,
      "type": "ManualSigmas",
      "pos": [
        1648.897549158582,
        4183.457931351104
      ],
      "size": [
        274.0120536645418,
        69.30926982326673
      ],
      "flags": {
        "collapsed": true
      },
      "order": 9,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "SIGMAS",
          "type": "SIGMAS",
          "links": []
        }
      ],
      "title": "ManualSigmas (LTX-2.0)",
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.5.1",
        "Node name for S&R": "ManualSigmas",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": [
        "0.909375, 0.725, 0.421875, 0.0"
      ]
    },
    {
      "id": 290,
      "type": "PrimitiveBoolean",
      "pos": [
        -503.7454094734976,
        4814.064169919061
      ],
      "size": [
        282.51029338612364,
        72.29914672352243
      ],
      "flags": {},
      "order": 10,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "BOOLEAN",
          "type": "BOOLEAN",
          "links": [
            534
          ]
        }
      ],
      "title": "Text To Video (no image ref)",
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.5.1",
        "Node name for S&R": "PrimitiveBoolean"
      },
      "widgets_values": [
        false
      ],
      "color": "#008181",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 301,
      "type": "Power Lora Loader (rgthree)",
      "pos": [
        -618.8048145380815,
        3588.310517238285
      ],
      "size": [
        392.6890622066445,
        118
      ],
      "flags": {},
      "order": 146,
      "mode": 0,
      "inputs": [
        {
          "dir": 3,
          "name": "model",
          "type": "MODEL",
          "link": 650
        },
        {
          "dir": 3,
          "name": "clip",
          "type": "CLIP",
          "link": null
        }
      ],
      "outputs": [
        {
          "dir": 4,
          "name": "MODEL",
          "shape": 3,
          "type": "MODEL",
          "links": [
            590
          ]
        },
        {
          "dir": 4,
          "name": "CLIP",
          "shape": 3,
          "type": "CLIP",
          "links": null
        }
      ],
      "properties": {
        "cnr_id": "rgthree-comfy",
        "ver": "8ff50e4521881eca1fe26aec9615fc9362474931",
        "Show Strengths": "Single Strength",
        "Match": ""
      },
      "widgets_values": [
        {},
        {
          "type": "PowerLoraLoaderHeaderWidget"
        },
        {},
        ""
      ],
      "color": "#006691",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 221,
      "type": "GetNode",
      "pos": [
        2349.074531197207,
        3716.5990000267825
      ],
      "size": [
        271.305509971064,
        58
      ],
      "flags": {
        "collapsed": true
      },
      "order": 11,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "VAE",
          "type": "VAE",
          "links": [
            448
          ]
        }
      ],
      "title": "Get_vae_audio",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "vae_audio"
      ],
      "color": "#af3535",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 212,
      "type": "GetNode",
      "pos": [
        1287.796633795304,
        3919.9678201714955
      ],
      "size": [
        271.305509971064,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 12,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "IMAGE",
          "type": "IMAGE",
          "links": [
            438
          ]
        }
      ],
      "title": "Get_ref_image",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "ref_image"
      ],
      "color": "#006691",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 309,
      "type": "GetNode",
      "pos": [
        1287.796633795304,
        3883.712538656112
      ],
      "size": [
        271.305509971064,
        58
      ],
      "flags": {
        "collapsed": true
      },
      "order": 13,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "BOOLEAN",
          "type": "BOOLEAN",
          "links": [
            564
          ]
        }
      ],
      "title": "Get_t2v_mode",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "t2v_mode"
      ]
    },
    {
      "id": 286,
      "type": "SetNode",
      "pos": [
        -1043.182474169323,
        4825.992212521143
      ],
      "size": [
        210,
        34
      ],
      "flags": {
        "collapsed": true
      },
      "order": 122,
      "mode": 0,
      "inputs": [
        {
          "name": "INT",
          "type": "INT",
          "link": 531
        }
      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
        }
      ],
      "title": "Set_frames",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": ""
      },
      "widgets_values": [
        "frames"
      ]
    },
    {
      "id": 285,
      "type": "PrimitiveFloat",
      "pos": [
        -826.9276071712028,
        4817.0982522104605
      ],
      "size": [
        210,
        61.42105412153796
      ],
      "flags": {},
      "order": 14,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "FLOAT",
          "type": "FLOAT",
          "links": [
            530,
            533
          ]
        }
      ],
      "title": "FPS",
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.10.0",
        "Node name for S&R": "PrimitiveFloat"
      },
      "widgets_values": [
        24
      ],
      "color": "#006691",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 184,
      "type": "VAELoader",
      "pos": [
        -1529.79566334326,
        4137.097677886621
      ],
      "size": [
        371.3734938543182,
        61.42705146159551
      ],
      "flags": {},
      "order": 15,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "VAE",
          "type": "VAE",
          "links": [
            442
          ]
        }
      ],
      "title": "Load VAE (video VAE)",
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.8.2",
        "Node name for S&R": "VAELoader"
      },
      "widgets_values": [
        "LTX23_video_vae_bf16_KJ.safetensors"
      ],
      "color": "#1f1f48",
      "bgcolor": "rgba(24,24,27,.9)",
      "ndSuperSelectorEnabled": false,
      "ndPowerEnabled": false
    },
    {
      "id": 239,
      "type": "GetNode",
      "pos": [
        619.8685254221327,
        3892.98663569524
      ],
      "size": [
        271.305509971064,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 16,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "LATENT",
          "type": "LATENT",
          "links": [
            466,
            467
          ]
        }
      ],
      "title": "Get_latent",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "latent"
      ],
      "color": "#422342",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 381,
      "type": "GuiderParameters",
      "pos": [
        238.55533034372235,
        3877.8170919565823
      ],
      "size": [
        256.1546236804254,
        226
      ],
      "flags": {},
      "order": 91,
      "mode": 0,
      "inputs": [
        {
          "name": "parameters",
          "shape": 7,
          "type": "GUIDER_PARAMETERS",
          "link": null
        },
        {
          "name": "cfg",
          "type": "FLOAT",
          "widget": {
            "name": "cfg"
          },
          "link": 784
        }
      ],
      "outputs": [
        {
          "name": "GUIDER_PARAMETERS",
          "type": "GUIDER_PARAMETERS",
          "links": [
            666
          ]
        }
      ],
      "title": "Audio - Guider Parameters",
      "properties": {
        "cnr_id": "ltxv",
        "ver": "531512f7286963dc7aff1fd8bf5556e95eae03af",
        "Node name for S&R": "GuiderParameters"
      },
      "widgets_values": [
        "AUDIO",
        7,
        1,
        true,
        0.7,
        3,
        0,
        true
      ]
    },
    {
      "id": 219,
      "type": "GetNode",
      "pos": [
        1291.851270592384,
        3756.7820461796828
      ],
      "size": [
        271.305509971064,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 17,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "VAE",
          "type": "VAE",
          "links": [
            446,
            3656
          ]
        }
      ],
      "title": "Get_vae",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "vae"
      ],
      "color": "#af3535",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 373,
      "type": "GetNode",
      "pos": [
        1655.3020141851941,
        4026.9837406090764
      ],
      "size": [
        271.305509971064,
        58
      ],
      "flags": {
        "collapsed": true
      },
      "order": 18,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "VAE",
          "type": "VAE",
          "links": [
            660
          ]
        }
      ],
      "title": "Get_vae_tiny",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "vae_tiny"
      ]
    },
    {
      "id": 366,
      "type": "GetNode",
      "pos": [
        1655.3020141851941,
        4071.203378917821
      ],
      "size": [
        271.305509971064,
        50
      ],
      "flags": {
        "collapsed": true
      },
      "order": 19,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": [
            708
          ]
        }
      ],
      "title": "Get_model_with_lora",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "model_with_lora"
      ]
    },
    {
      "id": 253,
      "type": "MarkdownNote",
      "pos": [
        -2009.6434299603925,
        3651.23725322191
      ],
      "size": [
        382.280702747692,
        140
      ],
      "flags": {
        "collapsed": false
      },
      "order": 20,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "title": "Prompting LTX-2",
      "properties": {},
      "widgets_values": [
        "## LTX-2 Prompting Tips\n1. **Core Actions**: Describe events and actions as they occur over time  \n2. **Audio**: Describe sounds and dialogue needed for the scene  \n3. **Reference Image**: Do not repeat details already present  \n4. **Consistency**: Avoid instructions that do not match the reference image, as this will degrade results"
      ],
      "color": "#222",
      "bgcolor": "#000"
    },
    {
      "id": 250,
      "type": "MarkdownNote",
      "pos": [
        -2009.6434299603925,
        3842.4693979657636
      ],
      "size": [
        382.280702747692,
        94.68361703674918
      ],
      "flags": {
        "collapsed": false
      },
      "order": 21,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "title": "About Size",
      "properties": {},
      "widgets_values": [
        "Width & height settings must be divisible by 32 + 1. \nFrame count must be divisible by 8 + 1. \n\n\nRunning with invalid parameters **will not cause errors**. Instead, the flow will silently choose the closest valid parameters. "
      ],
      "color": "#222",
      "bgcolor": "#000"
    },
    {
      "id": 333,
      "type": "MarkdownNote",
      "pos": [
        -2009.6434299603925,
        3998.060323809549
      ],
      "size": [
        382.280702747692,
        88
      ],
      "flags": {
        "collapsed": false
      },
      "order": 22,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "title": "Sampler Preview",
      "properties": {},
      "widgets_values": [
        "Tiny VAE for sampler previews. \nOptionally you can drop this for a lower res latent RGB built into the node "
      ],
      "color": "#222",
      "bgcolor": "#000"
    },
    {
      "id": 353,
      "type": "MarkdownNote",
      "pos": [
        -2009.6434299603925,
        4141.685471968206
      ],
      "size": [
        382.280702747692,
        107.3859507080042
      ],
      "flags": {
        "collapsed": false
      },
      "order": 23,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "title": "Prompt Enhancer (Optional)",
      "properties": {},
      "widgets_values": [
        "This automagically enhances your prompt using the already loaded Gemma model. But it can be a bit sensitive to having correct Gemma if using GGUF models. Alternatively you can bypass/disable  this feature "
      ],
      "color": "#222",
      "bgcolor": "#000"
    },
    {
      "id": 326,
      "type": "MarkdownNote",
      "pos": [
        -2009.6434299603925,
        4302.590626338288
      ],
      "size": [
        382.280702747692,
        107.3859507080042
      ],
      "flags": {
        "collapsed": false
      },
      "order": 24,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "title": "User Made Loras",
      "properties": {},
      "widgets_values": [
        "If using some user made LTX-2 loras they sometimes are not trained on audio, so it will produce very noisy audio outputs. Try use KJNodes LTX-2 Lora Loader Advanced in such cases, and set the non video strenght to zero\n"
      ],
      "color": "#222",
      "bgcolor": "#000"
    },
    {
      "id": 251,
      "type": "MarkdownNote",
      "pos": [
        -2009.6434299603925,
        3502.146622006774
      ],
      "size": [
        382.280702747692,
        89.8245395507779
      ],
      "flags": {
        "collapsed": false
      },
      "order": 25,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "title": "About  Models",
      "properties": {},
      "widgets_values": [
        "Download models from here:\n\n\nhttps://huggingface.co/Kijai/LTX2.3_comfy\n\nText encoder : https://huggingface.co/Comfy-Org/ltx-2"
      ],
      "color": "#222",
      "bgcolor": "#000"
    },
    {
      "id": 289,
      "type": "MarkdownNote",
      "pos": [
        -2009.6434299603925,
        4778.44557958042
      ],
      "size": [
        382.280702747692,
        102.45137621179947
      ],
      "flags": {
        "collapsed": false
      },
      "order": 26,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "title": "Video settings",
      "properties": {},
      "widgets_values": [
        "If low on Ram/Vram, try width height to 832 x 480 or 960 x 544.  If you can, run at 1280 x 720 or higher.\n\n\nLength in seconds :  try 5, 10 or 20. \n\nfps : 24 or 25 (or 48 or 50)"
      ],
      "color": "#222",
      "bgcolor": "#000"
    },
    {
      "id": 107,
      "type": "LTXVConditioning",
      "pos": [
        -133.12340171782637,
        4410.859535039599
      ],
      "size": [
        270,
        86.66666666666667
      ],
      "flags": {
        "collapsed": false
      },
      "order": 148,
      "mode": 0,
      "inputs": [
        {
          "name": "positive",
          "type": "CONDITIONING",
          "link": 286
        },
        {
          "name": "negative",
          "type": "CONDITIONING",
          "link": 287
        },
        {
          "name": "frame_rate",
          "type": "FLOAT",
          "widget": {
            "name": "frame_rate"
          },
          "link": 600
        }
      ],
      "outputs": [
        {
          "name": "positive",
          "type": "CONDITIONING",
          "links": [
            455
          ]
        },
        {
          "name": "negative",
          "type": "CONDITIONING",
          "links": [
            456
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.56",
        "Node name for S&R": "LTXVConditioning",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": [
        24
      ]
    },
    {
      "id": 243,
      "type": "GetNode",
      "pos": [
        -960.1459178203535,
        4367.586664082286
      ],
      "size": [
        210,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 27,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "INT",
          "type": "INT",
          "links": [
            472
          ]
        }
      ],
      "title": "Get_width",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "width"
      ]
    },
    {
      "id": 211,
      "type": "SetNode",
      "pos": [
        -86.85820698628493,
        3640.425812919234
      ],
      "size": [
        270,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 113,
      "mode": 0,
      "inputs": [
        {
          "name": "IMAGE",
          "type": "IMAGE",
          "link": 437
        }
      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
        }
      ],
      "title": "Set_compress_image",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": "compress_image"
      },
      "widgets_values": [
        "compress_image"
      ],
      "color": "#006691",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 210,
      "type": "GetNode",
      "pos": [
        -99.70964996726863,
        3646.363437094009
      ],
      "size": [
        270,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 28,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "IMAGE",
          "type": "IMAGE",
          "links": [
            436
          ]
        }
      ],
      "title": "Get_ref_image",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "ref_image"
      ],
      "color": "#006691",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 108,
      "type": "EmptyLTXVLatentVideo",
      "pos": [
        -130.5531131216296,
        3730.376523396028
      ],
      "size": [
        270,
        146.66666666666669
      ],
      "flags": {},
      "order": 82,
      "mode": 0,
      "inputs": [
        {
          "name": "width",
          "type": "INT",
          "widget": {
            "name": "width"
          },
          "link": 464
        },
        {
          "name": "height",
          "type": "INT",
          "widget": {
            "name": "height"
          },
          "link": 463
        },
        {
          "name": "length",
          "type": "INT",
          "widget": {
            "name": "length"
          },
          "link": 424
        }
      ],
      "outputs": [
        {
          "name": "LATENT",
          "type": "LATENT",
          "links": [
            361
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.60",
        "Node name for S&R": "EmptyLTXVLatentVideo",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": [
        704,
        512,
        121,
        1
      ]
    },
    {
      "id": 246,
      "type": "ResizeImagesByLongerEdge",
      "pos": [
        -1013.499398033602,
        4409.722130699915
      ],
      "size": [
        243.6109375,
        58
      ],
      "flags": {
        "collapsed": true
      },
      "order": 120,
      "mode": 0,
      "inputs": [
        {
          "name": "images",
          "type": "IMAGE",
          "link": 479
        }
      ],
      "outputs": [
        {
          "name": "images",
          "type": "IMAGE",
          "links": [
            481
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.5.1",
        "Node name for S&R": "ResizeImagesByLongerEdge"
      },
      "widgets_values": [
        1536
      ]
    },
    {
      "id": 209,
      "type": "SetNode",
      "pos": [
        -973.6379868095801,
        4457.062553339335
      ],
      "size": [
        210,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 132,
      "mode": 0,
      "inputs": [
        {
          "name": "IMAGE",
          "type": "IMAGE",
          "link": 481
        }
      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
        }
      ],
      "title": "Set_ref_image",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": "ref_image"
      },
      "widgets_values": [
        "ref_image"
      ]
    },
    {
      "id": 416,
      "type": "GetImageSizeAndCount",
      "pos": [
        -994.5680840216088,
        4617.330364290979
      ],
      "size": [
        196.2994140625,
        86
      ],
      "flags": {
        "collapsed": true
      },
      "order": 133,
      "mode": 0,
      "inputs": [
        {
          "name": "image",
          "type": "IMAGE",
          "link": 746
        }
      ],
      "outputs": [
        {
          "name": "image",
          "type": "IMAGE",
          "links": [
            745
          ]
        },
        {
          "label": "368 width",
          "name": "width",
          "type": "INT",
          "links": [
            747
          ]
        },
        {
          "label": "640 height",
          "name": "height",
          "type": "INT",
          "links": [
            748
          ]
        },
        {
          "label": "1 count",
          "name": "count",
          "type": "INT",
          "links": null
        }
      ],
      "properties": {
        "cnr_id": "comfyui-kjnodes",
        "ver": "2acdef1766026ff3be00daf3c45f6a064db9100f",
        "Node name for S&R": "GetImageSizeAndCount"
      },
      "widgets_values": []
    },
    {
      "id": 244,
      "type": "GetNode",
      "pos": [
        -965.0682584615687,
        4325.112755172648
      ],
      "size": [
        210,
        58
      ],
      "flags": {
        "collapsed": true
      },
      "order": 29,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "INT",
          "type": "INT",
          "links": [
            473
          ]
        }
      ],
      "title": "Get_height",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "height"
      ]
    },
    {
      "id": 248,
      "type": "SetNode",
      "pos": [
        -966.6906832348664,
        4613.284808084253
      ],
      "size": [
        210,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 140,
      "mode": 0,
      "inputs": [
        {
          "name": "IMAGE",
          "type": "IMAGE",
          "link": 745
        }
      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
        }
      ],
      "title": "Set_resize_image",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": "resize_image"
      },
      "widgets_values": [
        "resize_image"
      ]
    },
    {
      "id": 233,
      "type": "SetNode",
      "pos": [
        -955.1848459460082,
        4615.0548141930085
      ],
      "size": [
        210,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 141,
      "mode": 0,
      "inputs": [
        {
          "name": "INT",
          "type": "INT",
          "link": 747
        }
      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
        }
      ],
      "title": "Set_width_downsized",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": "width_downsized"
      },
      "widgets_values": [
        "width_downsized"
      ]
    },
    {
      "id": 234,
      "type": "SetNode",
      "pos": [
        -1018.2412371202633,
        4615.4664432034215
      ],
      "size": [
        210,
        58
      ],
      "flags": {
        "collapsed": true
      },
      "order": 142,
      "mode": 0,
      "inputs": [
        {
          "name": "INT",
          "type": "INT",
          "link": 748
        }
      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
        }
      ],
      "title": "Set_height_downsized",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": "height_downsized"
      },
      "widgets_values": [
        "height_downsized"
      ]
    },
    {
      "id": 161,
      "type": "LTXVImgToVideoInplace",
      "pos": [
        -133.12340171782637,
        4126.909650995599
      ],
      "size": [
        270,
        122
      ],
      "flags": {},
      "order": 112,
      "mode": 0,
      "inputs": [
        {
          "name": "vae",
          "type": "VAE",
          "link": 445
        },
        {
          "name": "image",
          "type": "IMAGE",
          "link": 353
        },
        {
          "name": "latent",
          "type": "LATENT",
          "link": 361
        },
        {
          "name": "bypass",
          "type": "BOOLEAN",
          "widget": {
            "name": "bypass"
          },
          "link": 563
        }
      ],
      "outputs": [
        {
          "name": "latent",
          "type": "LATENT",
          "links": [
            363
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.7.0",
        "Node name for S&R": "LTXVImgToVideoInplace"
      },
      "widgets_values": [
        1,
        false
      ]
    },
    {
      "id": 231,
      "type": "GetNode",
      "pos": [
        601.0197423833582,
        4351.432471875306
      ],
      "size": [
        271.305509971064,
        58
      ],
      "flags": {
        "collapsed": true
      },
      "order": 30,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "CONDITIONING",
          "type": "CONDITIONING",
          "links": [
            459
          ]
        }
      ],
      "title": "Get_negative",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "negative"
      ],
      "color": "#38291f",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 230,
      "type": "GetNode",
      "pos": [
        601.0197423833582,
        4295.506819871285
      ],
      "size": [
        271.305509971064,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 31,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "CONDITIONING",
          "type": "CONDITIONING",
          "links": [
            460
          ]
        }
      ],
      "title": "Get_positive",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "positive"
      ],
      "color": "#38291f",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 388,
      "type": "GetNode",
      "pos": [
        280.46846004282634,
        4244.831532059433
      ],
      "size": [
        238.2778195174892,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 32,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "CONDITIONING",
          "type": "CONDITIONING",
          "links": [
            683
          ]
        }
      ],
      "title": "Get_positive",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "positive"
      ]
    },
    {
      "id": 389,
      "type": "GetNode",
      "pos": [
        276.23455070147907,
        4217.334495578932
      ],
      "size": [
        238.2778195174892,
        58
      ],
      "flags": {
        "collapsed": true
      },
      "order": 33,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "CONDITIONING",
          "type": "CONDITIONING",
          "links": [
            684
          ]
        }
      ],
      "title": "Get_negative",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "negative"
      ]
    },
    {
      "id": 220,
      "type": "GetNode",
      "pos": [
        2391.9192405852664,
        3785.715454702015
      ],
      "size": [
        257.2388542190106,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 34,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "VAE",
          "type": "VAE",
          "links": [
            449,
            741
          ]
        }
      ],
      "title": "Get_vae",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "vae"
      ],
      "color": "#af3535",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 201,
      "type": "LTXVAudioVAEDecode",
      "pos": [
        2344.5948193631643,
        3684.901308909282
      ],
      "size": [
        285.34169394088076,
        46
      ],
      "flags": {},
      "order": 161,
      "mode": 0,
      "inputs": [
        {
          "name": "samples",
          "type": "LATENT",
          "link": 430
        },
        {
          "label": "Audio VAE",
          "name": "audio_vae",
          "type": "VAE",
          "link": 448
        }
      ],
      "outputs": [
        {
          "name": "Audio",
          "type": "AUDIO",
          "links": [
            416
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.7.0",
        "Node name for S&R": "LTXVAudioVAEDecode",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": []
    },
    {
      "id": 125,
      "type": "LTXVSeparateAVLatent",
      "pos": [
        2344.5948193631643,
        3599.131092562123
      ],
      "size": [
        285.34169394088076,
        46
      ],
      "flags": {},
      "order": 159,
      "mode": 0,
      "inputs": [
        {
          "name": "av_latent",
          "type": "LATENT",
          "link": 764
        }
      ],
      "outputs": [
        {
          "name": "video_latent",
          "type": "LATENT",
          "links": [
            742
          ]
        },
        {
          "name": "audio_latent",
          "type": "LATENT",
          "links": [
            430
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.5.1",
        "Node name for S&R": "LTXVSeparateAVLatent",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": []
    },
    {
      "id": 162,
      "type": "LTXVPreprocess",
      "pos": [
        -130.90159292960917,
        3607.6297927765004
      ],
      "size": [
        270,
        58
      ],
      "flags": {
        "collapsed": false
      },
      "order": 89,
      "mode": 0,
      "inputs": [
        {
          "name": "image",
          "type": "IMAGE",
          "link": 436
        }
      ],
      "outputs": [
        {
          "name": "output_image",
          "type": "IMAGE",
          "links": [
            353,
            437
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.60",
        "Node name for S&R": "LTXVPreprocess"
      },
      "widgets_values": [
        18
      ]
    },
    {
      "id": 435,
      "type": "PrimitiveFloat",
      "pos": [
        249.11432478247627,
        4461.556279735745
      ],
      "size": [
        225.39960772551217,
        71.9375938751491
      ],
      "flags": {},
      "order": 35,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "FLOAT",
          "type": "FLOAT",
          "links": [
            784
          ]
        }
      ],
      "title": "Audio CFG",
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.18.1",
        "Node name for S&R": "PrimitiveFloat"
      },
      "widgets_values": [
        7
      ],
      "color": "#346434",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 433,
      "type": "PrimitiveFloat",
      "pos": [
        251.08327484340407,
        4343.661493725004
      ],
      "size": [
        225.39960772551217,
        71.9375938751491
      ],
      "flags": {},
      "order": 36,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "FLOAT",
          "type": "FLOAT",
          "links": [
            783
          ]
        }
      ],
      "title": "Video CFG",
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.18.1",
        "Node name for S&R": "PrimitiveFloat"
      },
      "widgets_values": [
        3
      ],
      "color": "#346434",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 382,
      "type": "GuiderParameters",
      "pos": [
        238.55533034372235,
        3604.503083131084
      ],
      "size": [
        256.1546236804254,
        226
      ],
      "flags": {},
      "order": 114,
      "mode": 0,
      "inputs": [
        {
          "name": "parameters",
          "shape": 7,
          "type": "GUIDER_PARAMETERS",
          "link": 666
        },
        {
          "name": "cfg",
          "type": "FLOAT",
          "widget": {
            "name": "cfg"
          },
          "link": 783
        }
      ],
      "outputs": [
        {
          "name": "GUIDER_PARAMETERS",
          "type": "GUIDER_PARAMETERS",
          "links": [
            667
          ]
        }
      ],
      "title": "Video -  Guider Parameters",
      "properties": {
        "cnr_id": "ltxv",
        "ver": "531512f7286963dc7aff1fd8bf5556e95eae03af",
        "Node name for S&R": "GuiderParameters"
      },
      "widgets_values": [
        "VIDEO",
        3,
        1,
        true,
        0.9,
        3,
        0,
        true
      ]
    },
    {
      "id": 364,
      "type": "GetNode",
      "pos": [
        628.4657545951501,
        4167.483714574573
      ],
      "size": [
        271.305509971064,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 37,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": [
            678
          ]
        }
      ],
      "title": "Get_model_with_lora",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "model_with_lora"
      ]
    },
    {
      "id": 338,
      "type": "GetNode",
      "pos": [
        682.9492013898387,
        4182.350335862298
      ],
      "size": [
        271.305509971064,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 38,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "VAE",
          "type": "VAE",
          "links": [
            617
          ]
        }
      ],
      "title": "Get_vae_tiny",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "vae_tiny"
      ]
    },
    {
      "id": 115,
      "type": "RandomNoise",
      "pos": [
        600.3367523528807,
        3604.939822514863
      ],
      "size": [
        271.305509971064,
        82
      ],
      "flags": {},
      "order": 39,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "NOISE",
          "type": "NOISE",
          "links": [
            259
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.56",
        "Node name for S&R": "RandomNoise",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": [
        42,
        "fixed"
      ],
      "color": "#006691",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 438,
      "type": "GetNode",
      "pos": [
        265.1171526773981,
        4203.251023317731
      ],
      "size": [
        210,
        58
      ],
      "flags": {
        "collapsed": true
      },
      "order": 40,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": [
            787
          ]
        }
      ],
      "title": "Get_model_lora_firstpass",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "model_lora_firstpass"
      ]
    },
    {
      "id": 437,
      "type": "GetNode",
      "pos": [
        633.8199155532419,
        4331.21054491841
      ],
      "size": [
        210,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 41,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": [
            786
          ]
        }
      ],
      "title": "Get_model_lora_firstpass",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "model_lora_firstpass"
      ]
    },
    {
      "id": 383,
      "type": "MultimodalGuider",
      "pos": [
        242.87220531072728,
        4146.877411704064
      ],
      "size": [
        238.2778195174892,
        148
      ],
      "flags": {},
      "order": 126,
      "mode": 0,
      "inputs": [
        {
          "name": "model",
          "type": "MODEL",
          "link": 787
        },
        {
          "name": "positive",
          "type": "CONDITIONING",
          "link": 683
        },
        {
          "name": "negative",
          "type": "CONDITIONING",
          "link": 684
        },
        {
          "name": "parameters",
          "type": "GUIDER_PARAMETERS",
          "link": 667
        }
      ],
      "outputs": [
        {
          "name": "GUIDER",
          "type": "GUIDER",
          "links": [
            668
          ]
        }
      ],
      "properties": {
        "cnr_id": "ltxv",
        "ver": "531512f7286963dc7aff1fd8bf5556e95eae03af",
        "Node name for S&R": "MultimodalGuider"
      },
      "widgets_values": [
        "28"
      ]
    },
    {
      "id": 337,
      "type": "LTX2SamplingPreviewOverride",
      "pos": [
        604.5252685447493,
        4131.4963165739955
      ],
      "size": [
        271.305509971064,
        98.86928985228224
      ],
      "flags": {
        "collapsed": false
      },
      "order": 92,
      "mode": 0,
      "inputs": [
        {
          "name": "model",
          "type": "MODEL",
          "link": 678
        },
        {
          "name": "latent_upscale_model",
          "shape": 7,
          "type": "LATENT_UPSCALE_MODEL",
          "link": null
        },
        {
          "name": "vae",
          "shape": 7,
          "type": "VAE",
          "link": 617
        }
      ],
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": [
            701
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfyui-kjnodes",
        "ver": "ff79c7332d7ea4aa85097a88fb09359f28cb487e",
        "Node name for S&R": "LTX2SamplingPreviewOverride"
      },
      "widgets_values": [
        8
      ]
    },
    {
      "id": 441,
      "type": "GetNode",
      "pos": [
        1673.7527794551193,
        3765.676963406506
      ],
      "size": [
        210,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 42,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": [
            791
          ]
        }
      ],
      "title": "Get_model_lora_2ndpass",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "model_lora_2ndpass"
      ]
    },
    {
      "id": 436,
      "type": "SetNode",
      "pos": [
        673.6959346228158,
        4619.1431190272215
      ],
      "size": [
        210,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 127,
      "mode": 0,
      "inputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "link": 785
        }
      ],
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": null
        }
      ],
      "title": "Set_model_lora_firstpass",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": "model_lora_firstpass"
      },
      "widgets_values": [
        "model_lora_firstpass"
      ]
    },
    {
      "id": 440,
      "type": "SetNode",
      "pos": [
        1742.8762540986518,
        4620.580585525576
      ],
      "size": [
        210,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 124,
      "mode": 0,
      "inputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "link": 790
        }
      ],
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": null
        }
      ],
      "title": "Set_model_lora_2ndpass",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": "model_lora_2ndpass"
      },
      "widgets_values": [
        "model_lora_2ndpass"
      ]
    },
    {
      "id": 103,
      "type": "CFGGuider",
      "pos": [
        1649.3122475845234,
        3720.9963918314024
      ],
      "size": [
        274.0120536645418,
        98
      ],
      "flags": {},
      "order": 117,
      "mode": 0,
      "inputs": [
        {
          "name": "model",
          "type": "MODEL",
          "link": 791
        },
        {
          "name": "positive",
          "type": "CONDITIONING",
          "link": 690
        },
        {
          "name": "negative",
          "type": "CONDITIONING",
          "link": 691
        }
      ],
      "outputs": [
        {
          "name": "GUIDER",
          "type": "GUIDER",
          "links": [
            507
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.71",
        "Node name for S&R": "CFGGuider",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": [
        1
      ]
    },
    {
      "id": 119,
      "type": "SamplerCustomAdvanced",
      "pos": [
        1984.3371307950715,
        3600.6621075717217
      ],
      "size": [
        279.4732492615425,
        600.7768812167607
      ],
      "flags": {},
      "order": 158,
      "mode": 0,
      "inputs": [
        {
          "name": "noise",
          "type": "NOISE",
          "link": 272
        },
        {
          "name": "guider",
          "type": "GUIDER",
          "link": 507
        },
        {
          "name": "sampler",
          "type": "SAMPLER",
          "link": 274
        },
        {
          "name": "sigmas",
          "type": "SIGMAS",
          "link": 638
        },
        {
          "name": "latent_image",
          "type": "LATENT",
          "link": 276
        }
      ],
      "outputs": [
        {
          "name": "output",
          "type": "LATENT",
          "links": [
            764
          ]
        },
        {
          "name": "denoised_output",
          "type": "LATENT",
          "links": []
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.75",
        "Node name for S&R": "SamplerCustomAdvanced",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": []
    },
    {
      "id": 2033,
      "type": "GetNode",
      "pos": [
        -508.16163664937125,
        4012.8042343286133
      ],
      "size": [
        210,
        34
      ],
      "flags": {
        "collapsed": true
      },
      "order": 43,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "CLIP",
          "type": "CLIP",
          "links": [
            3637
          ]
        }
      ],
      "title": "Get_clip",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "clip"
      ]
    },
    {
      "id": 2034,
      "type": "GetNode",
      "pos": [
        -502.97835952576276,
        4049.173641489163
      ],
      "size": [
        210,
        34
      ],
      "flags": {
        "collapsed": true
      },
      "order": 44,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "BOOLEAN",
          "type": "BOOLEAN",
          "links": [
            3639
          ]
        }
      ],
      "title": "Get_enhance_prompt",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "enhance_prompt"
      ]
    },
    {
      "id": 2035,
      "type": "GetNode",
      "pos": [
        -487.5387324617902,
        4083.965677570746
      ],
      "size": [
        210,
        34
      ],
      "flags": {
        "collapsed": true
      },
      "order": 45,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "IMAGE",
          "type": "IMAGE",
          "links": []
        }
      ],
      "title": "Get_ref_image",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "ref_image"
      ]
    },
    {
      "id": 164,
      "type": "ResizeImageMaskNode",
      "pos": [
        -982.0537155367365,
        4548.514649944775
      ],
      "size": [
        227.35085861816015,
        69
      ],
      "flags": {
        "collapsed": true
      },
      "order": 121,
      "mode": 0,
      "inputs": [
        {
          "name": "input",
          "type": "IMAGE,MASK",
          "link": 483
        }
      ],
      "outputs": [
        {
          "name": "resized",
          "type": "IMAGE",
          "links": [
            746,
            3640
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.7.0",
        "Node name for S&R": "ResizeImageMaskNode"
      },
      "widgets_values": [
        "scale by multiplier",
        0.5,
        "area"
      ]
    },
    {
      "id": 165,
      "type": "ImageResizeKJv2",
      "pos": [
        -1047.2753780524267,
        4269.256454306282
      ],
      "size": [
        317.2114329553276,
        360.8973740381971
      ],
      "flags": {
        "collapsed": false
      },
      "order": 108,
      "mode": 0,
      "inputs": [
        {
          "name": "image",
          "type": "IMAGE",
          "link": 480
        },
        {
          "name": "mask",
          "shape": 7,
          "type": "MASK",
          "link": null
        },
        {
          "name": "width",
          "type": "INT",
          "widget": {
            "name": "width"
          },
          "link": 472
        },
        {
          "name": "height",
          "type": "INT",
          "widget": {
            "name": "height"
          },
          "link": 473
        }
      ],
      "outputs": [
        {
          "name": "IMAGE",
          "type": "IMAGE",
          "links": [
            479,
            483
          ]
        },
        {
          "name": "width",
          "type": "INT",
          "links": null
        },
        {
          "name": "height",
          "type": "INT",
          "links": null
        },
        {
          "name": "mask",
          "type": "MASK",
          "links": null
        }
      ],
      "properties": {
        "cnr_id": "comfyui-kjnodes",
        "ver": "4dfb85dcc52e4315c33170d97bb987baa46d128b",
        "Node name for S&R": "ImageResizeKJv2"
      },
      "widgets_values": [
        736,
        1280,
        "lanczos",
        "crop",
        "0, 0, 0",
        "center",
        32,
        "cpu"
      ]
    },
    {
      "id": 121,
      "type": "CLIPTextEncode",
      "pos": [
        -544.0059490265992,
        4371.704110497956
      ],
      "size": [
        429.64913571999637,
        364.52450350970093
      ],
      "flags": {
        "collapsed": true
      },
      "order": 144,
      "mode": 0,
      "inputs": [
        {
          "name": "clip",
          "type": "CLIP",
          "link": 440
        },
        {
          "name": "text",
          "type": "STRING",
          "widget": {
            "name": "text"
          },
          "link": 3643
        }
      ],
      "outputs": [
        {
          "name": "CONDITIONING",
          "type": "CONDITIONING",
          "links": [
            286
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.56",
        "Node name for S&R": "CLIPTextEncode",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": [
        "= Enhanced Prompt = \n"
      ],
      "color": "#346434",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 2037,
      "type": "c1c4c4f4-2d4e-48de-b20c-d32a64f2482c",
      "pos": [
        -548.0581647603706,
        3963.50357300749
      ],
      "size": [
        280.90474762012536,
        168
      ],
      "flags": {
        "collapsed": false
      },
      "order": 134,
      "mode": 0,
      "inputs": [
        {
          "name": "clip",
          "type": "CLIP",
          "link": 3637
        },
        {
          "name": "image",
          "type": "IMAGE",
          "link": 3640
        },
        {
          "label": "Enabled",
          "name": "",
          "type": "*",
          "link": 3639
        },
        {
          "label": "Prompt",
          "name": "_1",
          "type": "*",
          "link": 3642
        }
      ],
      "outputs": [
        {
          "label": "generated_text",
          "name": "generated_text",
          "type": "STRING",
          "links": [
            3636,
            3643
          ]
        }
      ],
      "properties": {
        "proxyWidgets": [
          [
            "482",
            "string_b"
          ]
        ],
        "cnr_id": "comfy-core",
        "ver": "0.17.0"
      },
      "widgets_values": []
    },
    {
      "id": 2039,
      "type": "SetNode",
      "pos": [
        -77.96794946735453,
        4831.2563807484685
      ],
      "size": [
        210,
        34
      ],
      "flags": {
        "collapsed": true
      },
      "order": 94,
      "mode": 0,
      "inputs": [
        {
          "name": "BOOLEAN",
          "type": "BOOLEAN",
          "link": 3644
        }
      ],
      "outputs": [
        {
          "name": "BOOLEAN",
          "type": "BOOLEAN",
          "links": null
        }
      ],
      "title": "Set_enhance_prompt",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "SetNode",
        "previousName": "enhance_prompt"
      },
      "widgets_values": [
        "enhance_prompt"
      ]
    },
    {
      "id": 2038,
      "type": "PrimitiveBoolean",
      "pos": [
        -148.83641708095863,
        4817.934779707232
      ],
      "size": [
        301.73597873412746,
        60.7596503247064
      ],
      "flags": {},
      "order": 46,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "BOOLEAN",
          "type": "BOOLEAN",
          "links": [
            3644
          ]
        }
      ],
      "title": "ENABLE PROMPT ENHANCER",
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.18.1",
        "Node name for S&R": "PrimitiveBoolean"
      },
      "widgets_values": [
        true
      ],
      "color": "#008181",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 2036,
      "type": "PreviewAny",
      "pos": [
        -621.4240706432684,
        3921.2665901793157
      ],
      "size": [
        382.8081300140483,
        224.94884332014044
      ],
      "flags": {
        "collapsed": false
      },
      "order": 143,
      "mode": 0,
      "inputs": [
        {
          "name": "source",
          "type": "*",
          "link": 3636
        }
      ],
      "outputs": [],
      "title": "ENHANCED PROMPT",
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.17.0",
        "Node name for S&R": "PreviewAny"
      },
      "widgets_values": [
        null,
        null,
        null
      ],
      "color": "#008181",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 369,
      "type": "PathchSageAttentionKJ",
      "pos": [
        -1520.5133109821245,
        3440.925978102876
      ],
      "size": [
        270,
        82
      ],
      "flags": {
        "collapsed": true
      },
      "order": 97,
      "mode": 4,
      "inputs": [
        {
          "name": "model",
          "type": "MODEL",
          "link": 710
        }
      ],
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": [
            777
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfyui-kjnodes",
        "ver": "204f6d5aae73b10c0fe2fb26e61405fd6337bb77",
        "Node name for S&R": "PathchSageAttentionKJ"
      },
      "widgets_values": [
        "auto",
        false
      ]
    },
    {
      "id": 432,
      "type": "LTX2MemoryEfficientSageAttentionPatch",
      "pos": [
        -1227.838005892977,
        3443.642643748127
      ],
      "size": [
        275.179296875,
        58
      ],
      "flags": {
        "collapsed": true
      },
      "order": 116,
      "mode": 4,
      "inputs": [
        {
          "name": "model",
          "type": "MODEL",
          "link": 777
        }
      ],
      "outputs": [
        {
          "name": "model",
          "type": "MODEL",
          "links": [
            778
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfyui-kjnodes",
        "ver": "2acdef1766026ff3be00daf3c45f6a064db9100f",
        "Node name for S&R": "LTX2MemoryEfficientSageAttentionPatch"
      },
      "widgets_values": [
        true
      ]
    },
    {
      "id": 370,
      "type": "LTXVChunkFeedForward",
      "pos": [
        -849.3801256260479,
        3439.5671631097052
      ],
      "size": [
        272.35703125,
        82
      ],
      "flags": {
        "collapsed": true
      },
      "order": 128,
      "mode": 4,
      "inputs": [
        {
          "name": "model",
          "type": "MODEL",
          "link": 778
        }
      ],
      "outputs": [
        {
          "name": "model",
          "type": "MODEL",
          "links": [
            648
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfyui-kjnodes",
        "ver": "0ea5ece1793263d9fb0ad97bb067f96b83a9dea3",
        "Node name for S&R": "LTXVChunkFeedForward"
      },
      "widgets_values": [
        2,
        4096
      ]
    },
    {
      "id": 371,
      "type": "LTX2AttentionTunerPatch",
      "pos": [
        -552.4494549036979,
        3442.342709587391
      ],
      "size": [
        283.875,
        178
      ],
      "flags": {
        "collapsed": true
      },
      "order": 137,
      "mode": 4,
      "inputs": [
        {
          "name": "model",
          "type": "MODEL",
          "link": 648
        }
      ],
      "outputs": [
        {
          "name": "model",
          "type": "MODEL",
          "links": [
            650
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfyui-kjnodes",
        "ver": "5b38397a6430fdb16c7bd14a6bd64c2b0e69a5f0",
        "Node name for S&R": "LTX2AttentionTunerPatch"
      },
      "widgets_values": [
        "",
        1,
        1,
        1,
        1,
        true
      ]
    },
    {
      "id": 346,
      "type": "DualCLIPLoaderGGUF",
      "pos": [
        -1944.6538709885272,
        4548.397955322093
      ],
      "size": [
        346.517577185067,
        107.25438651123113
      ],
      "flags": {
        "collapsed": true
      },
      "order": 47,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "CLIP",
          "type": "CLIP",
          "links": null
        }
      ],
      "title": "CLIP GGUF (Gemma + text projection)",
      "properties": {
        "cnr_id": "ComfyUI-GGUF",
        "ver": "6ea2651e7df66d7585f6ffee804b20e92fb38b8a",
        "Node name for S&R": "DualCLIPLoaderGGUF"
      },
      "widgets_values": [
        "gemma-3-12b-it-Q2_K.gguf",
        "ltx-2.3_text_projection_bf16.safetensors",
        "sdxl"
      ],
      "color": "#1f1f48",
      "bgcolor": "rgba(24,24,27,.9)",
      "ndSuperSelectorEnabled": false,
      "ndPowerEnabled": false
    },
    {
      "id": 384,
      "type": "LazySwitchKJ",
      "pos": [
        248.5072336771329,
        4591.869875993161
      ],
      "size": [
        238.2778195174892,
        78
      ],
      "flags": {},
      "order": 136,
      "mode": 0,
      "inputs": [
        {
          "name": "on_false",
          "type": "*",
          "link": 681
        },
        {
          "name": "on_true",
          "type": "*",
          "link": 668
        }
      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": [
            682
          ]
        }
      ],
      "title": "USE MULTIMODAL GUIDE",
      "properties": {
        "cnr_id": "comfyui-kjnodes",
        "ver": "2acdef1766026ff3be00daf3c45f6a064db9100f",
        "Node name for S&R": "LazySwitchKJ"
      },
      "widgets_values": [
        true
      ],
      "color": "#006691",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 189,
      "type": "LatentUpscaleModelLoader",
      "pos": [
        -1532.0404007564541,
        3779.038963098047
      ],
      "size": [
        371.3734938543182,
        73.19414812714422
      ],
      "flags": {
        "collapsed": false
      },
      "order": 48,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "LATENT_UPSCALE_MODEL",
          "type": "LATENT_UPSCALE_MODEL",
          "links": [
            403
          ]
        }
      ],
      "title": "Spatial Upscale 2X",
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.7.0",
        "Node name for S&R": "LatentUpscaleModelLoader",
        "models": [
          {
            "name": "ltx-2-spatial-upscaler-x2-1.0.safetensors",
            "url": "https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-spatial-upscaler-x2-1.0.safetensors",
            "directory": "latent_upscale_models"
          }
        ],
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": [
        "ltx-2.3-spatial-upscaler-x2-1.1.safetensors"
      ],
      "color": "#1f1f48",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 160,
      "type": "LTXVImgToVideoInplace",
      "pos": [
        1287.796633795304,
        3858.850250421861
      ],
      "size": [
        271.305509971064,
        122
      ],
      "flags": {
        "collapsed": false
      },
      "order": 156,
      "mode": 0,
      "inputs": [
        {
          "name": "vae",
          "type": "VAE",
          "link": 446
        },
        {
          "name": "image",
          "type": "IMAGE",
          "link": 438
        },
        {
          "name": "latent",
          "type": "LATENT",
          "link": 3657
        },
        {
          "name": "bypass",
          "type": "BOOLEAN",
          "widget": {
            "name": "bypass"
          },
          "link": 564
        }
      ],
      "outputs": [
        {
          "name": "latent",
          "type": "LATENT",
          "links": [
            776
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.7.0",
        "Node name for S&R": "LTXVImgToVideoInplace"
      },
      "widgets_values": [
        1,
        false
      ]
    },
    {
      "id": 242,
      "type": "GetNode",
      "pos": [
        1291.851270592384,
        3735.229662379382
      ],
      "size": [
        271.305509971064,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 49,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "LATENT_UPSCALE_MODEL",
          "type": "LATENT_UPSCALE_MODEL",
          "links": [
            3655
          ]
        }
      ],
      "title": "Get_upscale_model",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "upscale_model"
      ]
    },
    {
      "id": 129,
      "type": "CFGGuider",
      "pos": [
        604.5253835885911,
        4286.442464826789
      ],
      "size": [
        271.305509971064,
        106.66666666666667
      ],
      "flags": {
        "collapsed": false
      },
      "order": 93,
      "mode": 0,
      "inputs": [
        {
          "name": "model",
          "type": "MODEL",
          "link": 786
        },
        {
          "name": "positive",
          "type": "CONDITIONING",
          "link": 460
        },
        {
          "name": "negative",
          "type": "CONDITIONING",
          "link": 459
        }
      ],
      "outputs": [
        {
          "name": "GUIDER",
          "type": "GUIDER",
          "links": [
            681
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.64",
        "Node name for S&R": "CFGGuider",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": [
        3
      ]
    },
    {
      "id": 372,
      "type": "LTX2SamplingPreviewOverride",
      "pos": [
        1649.3122475845234,
        4007.3972229757264
      ],
      "size": [
        274.0120536645418,
        98.86928985228224
      ],
      "flags": {},
      "order": 88,
      "mode": 0,
      "inputs": [
        {
          "name": "model",
          "type": "MODEL",
          "link": 708
        },
        {
          "name": "latent_upscale_model",
          "shape": 7,
          "type": "LATENT_UPSCALE_MODEL",
          "link": null
        },
        {
          "name": "vae",
          "shape": 7,
          "type": "VAE",
          "link": 660
        }
      ],
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": [
            706
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfyui-kjnodes",
        "ver": "ff79c7332d7ea4aa85097a88fb09359f28cb487e",
        "Node name for S&R": "LTX2SamplingPreviewOverride"
      },
      "widgets_values": [
        8
      ]
    },
    {
      "id": 360,
      "type": "ManualSigmas",
      "pos": [
        1649.3122475845234,
        4162.643574680115
      ],
      "size": [
        274.0120536645418,
        58
      ],
      "flags": {},
      "order": 50,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "SIGMAS",
          "type": "SIGMAS",
          "links": [
            638
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.14.1",
        "Node name for S&R": "ManualSigmas"
      },
      "widgets_values": [
        "0.85, 0.7250, 0.4219, 0.0"
      ]
    },
    {
      "id": 2043,
      "type": "LTXVLatentUpsampler",
      "pos": [
        1283.3965398400144,
        3705.361616512812
      ],
      "size": [
        276.7521175636806,
        89.60226838766584
      ],
      "flags": {},
      "order": 154,
      "mode": 0,
      "inputs": [
        {
          "name": "samples",
          "type": "LATENT",
          "link": 3654
        },
        {
          "name": "upscale_model",
          "type": "LATENT_UPSCALE_MODEL",
          "link": 3655
        },
        {
          "name": "vae",
          "type": "VAE",
          "link": 3656
        }
      ],
      "outputs": [
        {
          "name": "LATENT",
          "type": "LATENT",
          "links": [
            3657
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.18.1",
        "Node name for S&R": "LTXVLatentUpsampler"
      },
      "widgets_values": []
    },
    {
      "id": 117,
      "type": "LTXVConcatAVLatent",
      "pos": [
        1284.5021987667405,
        4053.6882620457072
      ],
      "size": [
        271.305509971064,
        46
      ],
      "flags": {},
      "order": 157,
      "mode": 0,
      "inputs": [
        {
          "name": "video_latent",
          "type": "LATENT",
          "link": 776
        },
        {
          "name": "audio_latent",
          "type": "LATENT",
          "link": 475
        }
      ],
      "outputs": [
        {
          "name": "latent",
          "type": "LATENT",
          "links": [
            276
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.5.1",
        "Node name for S&R": "LTXVConcatAVLatent",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": []
    },
    {
      "id": 190,
      "type": "DualCLIPLoader",
      "pos": [
        -1529.79566334326,
        3928.7505318052786
      ],
      "size": [
        371.3734938543182,
        130
      ],
      "flags": {
        "collapsed": false
      },
      "order": 51,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "CLIP",
          "type": "CLIP",
          "links": [
            550
          ]
        }
      ],
      "title": "CLIPLoader (Gemma + LTX Embeddings)",
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.8.2",
        "Node name for S&R": "DualCLIPLoader"
      },
      "widgets_values": [
        "gemma_3_12B_it_fp8_scaled.safetensors",
        "ltx-2.3_text_projection_bf16.safetensors",
        "ltxv",
        "default"
      ],
      "color": "#1f1f48",
      "bgcolor": "rgba(24,24,27,.9)",
      "ndSuperSelectorEnabled": false,
      "ndPowerEnabled": false
    },
    {
      "id": 329,
      "type": "UNETLoader",
      "pos": [
        -1532.0404007564541,
        3604.9998656869325
      ],
      "size": [
        371.3734938543182,
        85.67309458218551
      ],
      "flags": {},
      "order": 52,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": [
            710
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.16.1",
        "Node name for S&R": "UNETLoader"
      },
      "widgets_values": [
        "LTXVideo\\v2\\ltx-2.3-22b-dev_transformer_only_fp8_scaled.safetensors",
        "default"
      ],
      "color": "#1f1f48",
      "bgcolor": "rgba(24,24,27,.9)",
      "ndSuperSelectorEnabled": false,
      "ndPowerEnabled": false
    },
    {
      "id": 196,
      "type": "VAELoaderKJ",
      "pos": [
        -1531.328849200233,
        4261.944044891233
      ],
      "size": [
        371.3734938543182,
        110.28381432699462
      ],
      "flags": {},
      "order": 53,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "VAE",
          "type": "VAE",
          "links": [
            443
          ]
        }
      ],
      "title": "VAELoader KJ (audio VAE)",
      "properties": {
        "cnr_id": "comfyui-kjnodes",
        "ver": "487c7d86a0230aae3d8c0a37d517159b73834f85",
        "Node name for S&R": "VAELoaderKJ"
      },
      "widgets_values": [
        "LTX23_audio_vae_bf16_KJ.safetensors",
        "main_device",
        "bf16"
      ],
      "color": "#1f1f48",
      "bgcolor": "rgba(24,24,27,.9)",
      "ndSuperSelectorEnabled": false,
      "ndPowerEnabled": false
    },
    {
      "id": 330,
      "type": "VAELoader",
      "pos": [
        -1531.328849200233,
        4436.026310022574
      ],
      "size": [
        371.3734938543182,
        58
      ],
      "flags": {},
      "order": 54,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "VAE",
          "type": "VAE",
          "links": [
            611
          ]
        }
      ],
      "title": "Tiny VAE (for sampler previews)",
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.16.3",
        "Node name for S&R": "VAELoader"
      },
      "widgets_values": [
        "vae_approx\\taeltx2_3.safetensors"
      ],
      "color": "#1f1f48",
      "bgcolor": "rgba(24,24,27,.9)",
      "ndSuperSelectorEnabled": false,
      "ndPowerEnabled": false
    },
    {
      "id": 116,
      "type": "LTXVSeparateAVLatent",
      "pos": [
        1280.349194254114,
        3603.5345556596335
      ],
      "size": [
        271.305509971064,
        46
      ],
      "flags": {
        "collapsed": false
      },
      "order": 149,
      "mode": 0,
      "inputs": [
        {
          "name": "av_latent",
          "type": "LATENT",
          "link": 271
        }
      ],
      "outputs": [
        {
          "name": "video_latent",
          "type": "LATENT",
          "links": [
            3654
          ]
        },
        {
          "name": "audio_latent",
          "type": "LATENT",
          "links": [
            475
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.5.1",
        "Node name for S&R": "LTXVSeparateAVLatent",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": []
    },
    {
      "id": 214,
      "type": "GetNode",
      "pos": [
        -511.74781848590334,
        4447.47383496808
      ],
      "size": [
        429.64913571999637,
        58
      ],
      "flags": {
        "collapsed": true
      },
      "order": 55,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "CLIP",
          "type": "CLIP",
          "links": [
            440,
            441
          ]
        }
      ],
      "title": "Get_clip",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "clip"
      ],
      "color": "#c09430",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 110,
      "type": "CLIPTextEncode",
      "pos": [
        -510.75701711694677,
        4655.865336445474
      ],
      "size": [
        360.3965426404502,
        112.97469482070665
      ],
      "flags": {
        "collapsed": true
      },
      "order": 100,
      "mode": 0,
      "inputs": [
        {
          "name": "clip",
          "type": "CLIP",
          "link": 441
        }
      ],
      "outputs": [
        {
          "name": "CONDITIONING",
          "type": "CONDITIONING",
          "links": [
            287
          ]
        }
      ],
      "title": "Negative Prompt",
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.56",
        "Node name for S&R": "CLIPTextEncode",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": [
        "blurry, oversaturated, pixelated, low resolution, grainy, distorted, noise, compression artifacts, jpeg artifacts, glitches, watermark, text, logo, signature, copyright, subtitles, distorted sound, saturated sound, loud"
      ],
      "color": "#422342",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 407,
      "type": "GetNode",
      "pos": [
        2911.478868915736,
        3574.375335281591
      ],
      "size": [
        210,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 56,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "FLOAT",
          "type": "FLOAT",
          "links": [
            726
          ]
        }
      ],
      "title": "Get_fps",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "fps"
      ]
    },
    {
      "id": 140,
      "type": "VHS_VideoCombine",
      "pos": [
        2738.538520268931,
        3519.8635325301925
      ],
      "size": [
        656.3045689625687,
        1504.9173981137612
      ],
      "flags": {},
      "order": 162,
      "mode": 0,
      "inputs": [
        {
          "name": "images",
          "type": "IMAGE",
          "link": 740
        },
        {
          "name": "audio",
          "shape": 7,
          "type": "AUDIO",
          "link": 416
        },
        {
          "name": "meta_batch",
          "shape": 7,
          "type": "VHS_BatchManager",
          "link": null
        },
        {
          "name": "vae",
          "shape": 7,
          "type": "VAE",
          "link": null
        },
        {
          "name": "frame_rate",
          "type": "FLOAT",
          "widget": {
            "name": "frame_rate"
          },
          "link": 726
        }
      ],
      "outputs": [
        {
          "name": "Filenames",
          "type": "VHS_FILENAMES",
          "links": null
        }
      ],
      "properties": {
        "cnr_id": "comfyui-videohelpersuite",
        "ver": "8923bd836bdab8b7bbdf4ed104b7d045e70c66e2",
        "Node name for S&R": "VHS_VideoCombine"
      },
      "widgets_values": {
        "frame_rate": 24,
        "loop_count": 0,
        "filename_prefix": "LTX-2",
        "format": "video/nvenc_h264-mp4",
        "pix_fmt": "yuv420p",
        "bitrate": 10,
        "megabit": true,
        "save_metadata": true,
        "pingpong": false,
        "save_output": true,
        "videopreview": {
          "hidden": false,
          "paused": false,
          "params": {
            "filename": "LTX-2_01373-audio.mp4",
            "subfolder": "",
            "type": "output",
            "format": "video/nvenc_h264-mp4",
            "frame_rate": 24,
            "workflow": "LTX-2_01373.png",
            "fullpath": "E:\\AI\\ComfyUI\\output\\LTX-2_01373-audio.mp4"
          }
        }
      }
    },
    {
      "id": 415,
      "type": "Fast Groups Bypasser (rgthree)",
      "pos": [
        -1991.9995458973199,
        4962.191456252404
      ],
      "size": [
        335.4606416196542,
        114.4224933563828
      ],
      "flags": {},
      "order": 57,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "OPT_CONNECTION",
          "type": "*",
          "links": null
        }
      ],
      "title": "TURN OFF BOTH FOR SINGLE PASS",
      "properties": {
        "matchColors": "",
        "matchTitle": "2nd*",
        "showNav": true,
        "showAllGraphs": true,
        "sort": "position",
        "customSortAlphabet": "",
        "toggleRestriction": "default"
      },
      "color": "#346434",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 114,
      "type": "RandomNoise",
      "pos": [
        1643.3224809838525,
        3595.7447086273164
      ],
      "size": [
        274.0120536645418,
        82
      ],
      "flags": {},
      "order": 58,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "NOISE",
          "type": "NOISE",
          "links": [
            272
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.75",
        "Node name for S&R": "RandomNoise",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": [
        43,
        "fixed"
      ],
      "color": "#006691",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 412,
      "type": "VAEDecode",
      "pos": [
        2344.5948193631643,
        3776.7221950663547
      ],
      "size": [
        285.34169394088076,
        86.08967060909163
      ],
      "flags": {
        "collapsed": false
      },
      "order": 160,
      "mode": 0,
      "inputs": [
        {
          "name": "samples",
          "type": "LATENT",
          "link": 742
        },
        {
          "name": "vae",
          "type": "VAE",
          "link": 741
        }
      ],
      "outputs": [
        {
          "name": "IMAGE",
          "type": "IMAGE",
          "links": [
            740
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.17.0",
        "Node name for S&R": "VAEDecode"
      },
      "widgets_values": []
    },
    {
      "id": 127,
      "type": "VAEDecodeTiled",
      "pos": [
        2381.4548844615165,
        3922.984254000875
      ],
      "size": [
        278.7787163448388,
        151.26709574956476
      ],
      "flags": {
        "collapsed": true
      },
      "order": 90,
      "mode": 0,
      "inputs": [
        {
          "name": "samples",
          "type": "LATENT",
          "link": null
        },
        {
          "name": "vae",
          "type": "VAE",
          "link": 449
        }
      ],
      "outputs": [
        {
          "name": "IMAGE",
          "type": "IMAGE",
          "links": []
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.7.0",
        "Node name for S&R": "VAEDecodeTiled",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": [
        512,
        64,
        4096,
        8
      ]
    },
    {
      "id": 413,
      "type": "GetNode",
      "pos": [
        1721.6826359520671,
        3913.726759422118
      ],
      "size": [
        210,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 59,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "CONDITIONING",
          "type": "CONDITIONING",
          "links": [
            743
          ]
        }
      ],
      "title": "Get_positive",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "positive"
      ]
    },
    {
      "id": 414,
      "type": "GetNode",
      "pos": [
        1682.8610290883385,
        3911.723335383118
      ],
      "size": [
        210,
        58
      ],
      "flags": {
        "collapsed": true
      },
      "order": 60,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "CONDITIONING",
          "type": "CONDITIONING",
          "links": [
            744
          ]
        }
      ],
      "title": "Get_negative",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "negative"
      ]
    },
    {
      "id": 2044,
      "type": "GetNode",
      "pos": [
        1728.1046296480004,
        3926.862729239933
      ],
      "size": [
        210,
        59.13455655381222
      ],
      "flags": {
        "collapsed": true
      },
      "order": 61,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "FLOAT",
          "type": "FLOAT",
          "links": [
            3658
          ]
        }
      ],
      "title": "Get_fps",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "fps"
      ]
    },
    {
      "id": 380,
      "type": "LTXVConditioning",
      "pos": [
        1649.3122475845234,
        3870.7223596053136
      ],
      "size": [
        274.0120536645418,
        83.71176986687806
      ],
      "flags": {
        "collapsed": false
      },
      "order": 101,
      "mode": 0,
      "inputs": [
        {
          "name": "positive",
          "type": "CONDITIONING",
          "link": 743
        },
        {
          "name": "negative",
          "type": "CONDITIONING",
          "link": 744
        },
        {
          "name": "frame_rate",
          "type": "FLOAT",
          "widget": {
            "name": "frame_rate"
          },
          "link": 3658
        }
      ],
      "outputs": [
        {
          "name": "positive",
          "type": "CONDITIONING",
          "slot_index": 0,
          "links": [
            690
          ]
        },
        {
          "name": "negative",
          "type": "CONDITIONING",
          "slot_index": 1,
          "links": [
            691
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.28",
        "Node name for S&R": "LTXVConditioning"
      },
      "widgets_values": [
        24
      ]
    },
    {
      "id": 206,
      "type": "LTXVScheduler",
      "pos": [
        643.2678320667242,
        3981.93257216074
      ],
      "size": [
        271.305509971064,
        171.71352573079776
      ],
      "flags": {
        "collapsed": true
      },
      "order": 87,
      "mode": 0,
      "inputs": [
        {
          "name": "latent",
          "shape": 7,
          "type": "LATENT",
          "link": 466
        }
      ],
      "outputs": [
        {
          "name": "SIGMAS",
          "type": "SIGMAS",
          "links": []
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.56",
        "Node name for S&R": "LTXVScheduler",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": [
        20,
        2.05,
        0.95,
        true,
        0.1
      ]
    },
    {
      "id": 361,
      "type": "LoraLoaderModelOnly",
      "pos": [
        603.7592633345075,
        4572.155326445845
      ],
      "size": [
        364.0273046899474,
        82
      ],
      "flags": {
        "collapsed": false
      },
      "order": 115,
      "mode": 0,
      "inputs": [
        {
          "name": "model",
          "type": "MODEL",
          "link": 701
        }
      ],
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": [
            785
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.75",
        "Node name for S&R": "LoraLoaderModelOnly",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65,
        "models": [
          {
            "name": "ltx-2-19b-distilled-lora-384.safetensors",
            "url": "https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-distilled-lora-384.safetensors",
            "directory": "loras"
          }
        ]
      },
      "widgets_values": [
        "LTX\\LTX-2\\ltx-2.3-22b-distilled-lora-dynamic_fro09_avg_rank_105_bf16_KJ.safetensors",
        0.3
      ],
      "color": "#1f1f48",
      "bgcolor": "rgba(24,24,27,.9)",
      "ndSuperSelectorEnabled": false,
      "ndPowerEnabled": false
    },
    {
      "id": 362,
      "type": "LoraLoaderModelOnly",
      "pos": [
        1647.4009653672992,
        4585.564038906663
      ],
      "size": [
        364.0273046899474,
        82
      ],
      "flags": {
        "collapsed": false
      },
      "order": 111,
      "mode": 0,
      "inputs": [
        {
          "name": "model",
          "type": "MODEL",
          "link": 706
        }
      ],
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": [
            790
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.75",
        "Node name for S&R": "LoraLoaderModelOnly",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65,
        "models": [
          {
            "name": "ltx-2-19b-distilled-lora-384.safetensors",
            "url": "https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-distilled-lora-384.safetensors",
            "directory": "loras"
          }
        ]
      },
      "widgets_values": [
        "LTX\\LTX-2\\ltx-2.3-22b-distilled-lora-dynamic_fro09_avg_rank_105_bf16_KJ.safetensors",
        0.6
      ],
      "color": "#1f1f48",
      "bgcolor": "rgba(24,24,27,.9)",
      "ndSuperSelectorEnabled": false,
      "ndPowerEnabled": false
    },
    {
      "id": 439,
      "type": "GetNode",
      "pos": [
        622.9453125857427,
        3884.820014027274
      ],
      "size": [
        210,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 62,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": [
            789
          ]
        }
      ],
      "title": "Get_model_lora_firstpass",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "model_lora_firstpass"
      ]
    },
    {
      "id": 368,
      "type": "ModelSamplingSD3",
      "pos": [
        603.4837739965617,
        3862.645502862168
      ],
      "size": [
        271.305509971064,
        60.094315617855045
      ],
      "flags": {
        "collapsed": false
      },
      "order": 102,
      "mode": 0,
      "inputs": [
        {
          "name": "model",
          "type": "MODEL",
          "link": 789
        }
      ],
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": [
            693
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.16.4",
        "Node name for S&R": "ModelSamplingSD3"
      },
      "widgets_values": [
        13
      ]
    },
    {
      "id": 287,
      "type": "SimpleCalculatorKJ",
      "pos": [
        -1068.180789773092,
        4851.2496368825805
      ],
      "size": [
        231.2792932772577,
        148
      ],
      "flags": {
        "collapsed": true
      },
      "order": 109,
      "mode": 0,
      "inputs": [
        {
          "label": "a",
          "name": "variables.a",
          "shape": 7,
          "type": "INT,FLOAT,BOOLEAN",
          "link": null
        },
        {
          "label": "b",
          "name": "variables.b",
          "shape": 7,
          "type": "INT,FLOAT,BOOLEAN",
          "link": null
        },
        {
          "name": "a",
          "shape": 7,
          "type": "*",
          "link": 532
        },
        {
          "name": "b",
          "shape": 7,
          "type": "*",
          "link": 533
        }
      ],
      "outputs": [
        {
          "name": "FLOAT",
          "type": "FLOAT",
          "links": []
        },
        {
          "name": "INT",
          "type": "INT",
          "links": [
            531
          ]
        },
        {
          "name": "BOOLEAN",
          "type": "BOOLEAN",
          "links": null
        }
      ],
      "properties": {
        "cnr_id": "comfyui-kjnodes",
        "ver": "17cddd4959f00182c66954be2a7a32a6481d81be",
        "Node name for S&R": "SimpleCalculatorKJ"
      },
      "widgets_values": [
        "((round((a * b -1) / 8)) * 8) + 1 "
      ]
    },
    {
      "id": 395,
      "type": "BasicScheduler",
      "pos": [
        605.1417079749103,
        3966.6305409795846
      ],
      "size": [
        271.305509971064,
        106
      ],
      "flags": {
        "collapsed": false
      },
      "order": 118,
      "mode": 0,
      "inputs": [
        {
          "name": "model",
          "type": "MODEL",
          "link": 693
        }
      ],
      "outputs": [
        {
          "name": "SIGMAS",
          "type": "SIGMAS",
          "links": [
            3660
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.16.4",
        "Node name for S&R": "BasicScheduler"
      },
      "widgets_values": [
        "linear_quadratic",
        30,
        1
      ]
    },
    {
      "id": 2046,
      "type": "GetNode",
      "pos": [
        -140.687602547472,
        5215.178793559251
      ],
      "size": [
        210,
        34
      ],
      "flags": {
        "collapsed": true
      },
      "order": 63,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "INT",
          "type": "INT",
          "links": [
            3667
          ]
        }
      ],
      "title": "Get_height",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "height"
      ],
      "color": "#1b4669",
      "bgcolor": "#29699c"
    },
    {
      "id": 2047,
      "type": "GetNode",
      "pos": [
        -140.687602547472,
        5170.208580360314
      ],
      "size": [
        210,
        34
      ],
      "flags": {
        "collapsed": true
      },
      "order": 64,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "INT",
          "type": "INT",
          "links": [
            3666
          ]
        }
      ],
      "title": "Get_width",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "width"
      ],
      "color": "#1b4669",
      "bgcolor": "#29699c"
    },
    {
      "id": 2048,
      "type": "GetNode",
      "pos": [
        -140.687602547472,
        5058.009501404144
      ],
      "size": [
        210,
        34
      ],
      "flags": {
        "collapsed": true
      },
      "order": 65,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "VAE",
          "type": "VAE",
          "links": [
            3672
          ]
        }
      ],
      "title": "Get_vae_audio",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "ue_properties": {
          "widget_ue_connectable": {},
          "version": "7.5.2",
          "input_ue_unconnectable": {}
        }
      },
      "widgets_values": [
        "vae_audio"
      ],
      "color": "#af3535",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 2050,
      "type": "MelBandRoFormerModelLoader",
      "pos": [
        -1142.7244378905218,
        5286.342782527131
      ],
      "size": [
        478.6060537550768,
        70.14246142871252
      ],
      "flags": {},
      "order": 66,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "model",
          "type": "MELROFORMERMODEL",
          "links": [
            3661
          ]
        }
      ],
      "properties": {
        "cnr_id": "ComfyUI-MelBandRoFormer",
        "ver": "b40e263224778ec417114d91d8b3b39934e30de5",
        "Node name for S&R": "MelBandRoFormerModelLoader",
        "ue_properties": {
          "widget_ue_connectable": {},
          "version": "7.5.2",
          "input_ue_unconnectable": {}
        }
      },
      "widgets_values": [
        "MelBandRoformer\\MelBandRoformer_fp16.safetensors"
      ],
      "ndSuperSelectorEnabled": false,
      "ndPowerEnabled": false
    },
    {
      "id": 2051,
      "type": "MelBandRoFormerSampler",
      "pos": [
        -611.8851027460356,
        5298.652940278626
      ],
      "size": [
        234.1038076399327,
        46
      ],
      "flags": {},
      "order": 130,
      "mode": 0,
      "inputs": [
        {
          "name": "model",
          "type": "MELROFORMERMODEL",
          "link": 3661
        },
        {
          "name": "audio",
          "type": "AUDIO",
          "link": 3662
        }
      ],
      "outputs": [
        {
          "name": "vocals",
          "type": "AUDIO",
          "links": [
            3676
          ]
        },
        {
          "name": "instruments",
          "type": "AUDIO",
          "links": null
        }
      ],
      "properties": {
        "cnr_id": "ComfyUI-MelBandRoFormer",
        "ver": "b40e263224778ec417114d91d8b3b39934e30de5",
        "Node name for S&R": "MelBandRoFormerSampler",
        "ue_properties": {
          "widget_ue_connectable": {},
          "version": "7.5.2",
          "input_ue_unconnectable": {}
        }
      },
      "widgets_values": []
    },
    {
      "id": 2052,
      "type": "SimpleCalculatorKJ",
      "pos": [
        -800.2663065167482,
        5118.667765359558
      ],
      "size": [
        210,
        108
      ],
      "flags": {
        "collapsed": true
      },
      "order": 104,
      "mode": 0,
      "inputs": [
        {
          "label": "a",
          "name": "variables.a",
          "shape": 7,
          "type": "INT,FLOAT,BOOLEAN",
          "link": null
        },
        {
          "label": "b",
          "name": "variables.b",
          "shape": 7,
          "type": "INT,FLOAT,BOOLEAN",
          "link": null
        },
        {
          "name": "a",
          "shape": 7,
          "type": "*",
          "link": 3663
        },
        {
          "name": "b",
          "shape": 7,
          "type": "*",
          "link": 3664
        }
      ],
      "outputs": [
        {
          "name": "FLOAT",
          "type": "FLOAT",
          "links": [
            3674
          ]
        },
        {
          "name": "INT",
          "type": "INT",
          "links": []
        },
        {
          "name": "BOOLEAN",
          "type": "BOOLEAN",
          "links": null
        }
      ],
      "properties": {
        "cnr_id": "comfyui-kjnodes",
        "ver": "c8e7f48a7f68b7a31ee336bc0be54bedbca05ffa",
        "Node name for S&R": "SimpleCalculatorKJ"
      },
      "widgets_values": [
        "a/b"
      ]
    },
    {
      "id": 2053,
      "type": "GetNode",
      "pos": [
        -754.0228858565323,
        5150.555519592461
      ],
      "size": [
        210,
        34
      ],
      "flags": {
        "collapsed": true
      },
      "order": 67,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "FLOAT",
          "type": "FLOAT",
          "links": [
            3664
          ]
        }
      ],
      "title": "Get_fps",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "fps"
      ],
      "color": "#346434",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 2054,
      "type": "SetNode",
      "pos": [
        -771.5228288670709,
        5117.0557681999
      ],
      "size": [
        210,
        34
      ],
      "flags": {
        "collapsed": true
      },
      "order": 131,
      "mode": 0,
      "inputs": [
        {
          "name": "AUDIO",
          "type": "AUDIO",
          "link": 3665
        }
      ],
      "outputs": [
        {
          "name": "AUDIO",
          "type": "AUDIO",
          "links": null
        }
      ],
      "title": "Set_org_audio",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": "org_audio",
        "ue_properties": {
          "widget_ue_connectable": {},
          "version": "7.5.2",
          "input_ue_unconnectable": {}
        }
      },
      "widgets_values": [
        "org_audio"
      ]
    },
    {
      "id": 2055,
      "type": "SolidMask",
      "pos": [
        -140.687602547472,
        5155.79549006338
      ],
      "size": [
        270,
        106
      ],
      "flags": {
        "collapsed": false
      },
      "order": 103,
      "mode": 0,
      "inputs": [
        {
          "name": "width",
          "type": "INT",
          "widget": {
            "name": "width"
          },
          "link": 3666
        },
        {
          "name": "height",
          "type": "INT",
          "widget": {
            "name": "height"
          },
          "link": 3667
        }
      ],
      "outputs": [
        {
          "name": "MASK",
          "type": "MASK",
          "links": [
            3670
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.7.0",
        "Node name for S&R": "SolidMask",
        "ue_properties": {
          "widget_ue_connectable": {
            "width": true,
            "height": true
          },
          "version": "7.5.2",
          "input_ue_unconnectable": {}
        }
      },
      "widgets_values": [
        0,
        512,
        512
      ]
    },
    {
      "id": 2056,
      "type": "SetNode",
      "pos": [
        -140.687602547472,
        5340.215180064561
      ],
      "size": [
        210,
        34
      ],
      "flags": {
        "collapsed": true
      },
      "order": 155,
      "mode": 0,
      "inputs": [
        {
          "name": "LATENT",
          "type": "LATENT",
          "link": 3668
        }
      ],
      "outputs": [
        {
          "name": "LATENT",
          "type": "LATENT",
          "links": null
        }
      ],
      "title": "Set_latent_custom_audio",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": "latent_custom_audio"
      },
      "widgets_values": [
        "latent_custom_audio"
      ]
    },
    {
      "id": 2057,
      "type": "SetLatentNoiseMask",
      "pos": [
        -140.687602547472,
        5325.558625654255
      ],
      "size": [
        270,
        46
      ],
      "flags": {},
      "order": 151,
      "mode": 0,
      "inputs": [
        {
          "name": "samples",
          "type": "LATENT",
          "link": 3669
        },
        {
          "name": "mask",
          "type": "MASK",
          "link": 3670
        }
      ],
      "outputs": [
        {
          "name": "LATENT",
          "type": "LATENT",
          "links": [
            3668
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.7.0",
        "Node name for S&R": "SetLatentNoiseMask",
        "ue_properties": {
          "widget_ue_connectable": {},
          "version": "7.5.2",
          "input_ue_unconnectable": {}
        }
      },
      "widgets_values": []
    },
    {
      "id": 2058,
      "type": "LTXVAudioVAEEncode",
      "pos": [
        -140.687602547472,
        5050.013575694831
      ],
      "size": [
        270,
        58.01664226661978
      ],
      "flags": {},
      "order": 147,
      "mode": 0,
      "inputs": [
        {
          "name": "audio",
          "type": "AUDIO",
          "link": 3671
        },
        {
          "label": "Audio VAE",
          "name": "audio_vae",
          "type": "VAE",
          "link": 3672
        }
      ],
      "outputs": [
        {
          "name": "Audio Latent",
          "type": "LATENT",
          "links": [
            3669
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.7.0",
        "Node name for S&R": "LTXVAudioVAEEncode",
        "ue_properties": {
          "widget_ue_connectable": {},
          "version": "7.5.2",
          "input_ue_unconnectable": {}
        }
      },
      "widgets_values": []
    },
    {
      "id": 2059,
      "type": "GetNode",
      "pos": [
        -759.8760961245297,
        5080.549445566259
      ],
      "size": [
        210,
        34
      ],
      "flags": {
        "collapsed": true
      },
      "order": 68,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "INT",
          "type": "INT",
          "links": [
            3663
          ]
        }
      ],
      "title": "Get_frames",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "frames"
      ],
      "color": "#1b4669",
      "bgcolor": "#29699c"
    },
    {
      "id": 2060,
      "type": "TrimAudioDuration",
      "pos": [
        -813.7091634965765,
        5073.295113977157
      ],
      "size": [
        234.1038076399327,
        82
      ],
      "flags": {},
      "order": 119,
      "mode": 0,
      "inputs": [
        {
          "name": "audio",
          "type": "AUDIO",
          "link": 3673
        },
        {
          "name": "duration",
          "type": "FLOAT",
          "widget": {
            "name": "duration"
          },
          "link": 3674
        }
      ],
      "outputs": [
        {
          "name": "AUDIO",
          "type": "AUDIO",
          "links": [
            3662,
            3665,
            3675
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.7.0",
        "Node name for S&R": "TrimAudioDuration",
        "ue_properties": {
          "widget_ue_connectable": {},
          "version": "7.5.2",
          "input_ue_unconnectable": {}
        }
      },
      "widgets_values": [
        0,
        8
      ]
    },
    {
      "id": 2061,
      "type": "MarkdownNote",
      "pos": [
        -1561.2064734006995,
        4972.273422796621
      ],
      "size": [
        276.14236736658677,
        250.18164337079816
      ],
      "flags": {
        "collapsed": false
      },
      "order": 69,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "title": "Custom Audio",
      "properties": {},
      "widgets_values": [
        "Use a reference audio instead of LTX own audio, and LTX video will lip-sync to the audio you provide. For best possible results you should prompt that the subject is talking.  And if you transcribe what is said in your audio input, results might be even better \n\nMel-band RoFormer is optional for extracting a clean vocal only audio for the sampler. This can help with a busy original audio if you want to only focus on lip-sync and dialog\n\nhttps://huggingface.co/Kijai/MelBandRoFormer_comfy/tree/main\n\nfolder: models\\diffusion_models\n"
      ],
      "color": "#222",
      "bgcolor": "#000"
    },
    {
      "id": 2062,
      "type": "ComfySwitchNode",
      "pos": [
        -535.9383127892437,
        5067.496127934735
      ],
      "size": [
        314.0164226790823,
        81.03561535717836
      ],
      "flags": {},
      "order": 139,
      "mode": 0,
      "inputs": [
        {
          "name": "on_false",
          "type": "AUDIO",
          "link": 3675
        },
        {
          "name": "on_true",
          "type": "AUDIO",
          "link": 3676
        }
      ],
      "outputs": [
        {
          "name": "output",
          "type": "AUDIO",
          "links": [
            3671
          ]
        }
      ],
      "title": "USE ONLY VOCALS",
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.16.4",
        "Node name for S&R": "ComfySwitchNode"
      },
      "widgets_values": [
        false
      ],
      "color": "#346434",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 2064,
      "type": "GetNode",
      "pos": [
        -40.01914536350984,
        4579.535380806297
      ],
      "size": [
        210,
        34
      ],
      "flags": {
        "collapsed": true
      },
      "order": 70,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "LATENT",
          "type": "LATENT",
          "links": [
            3677
          ]
        }
      ],
      "title": "Get_latent_audio",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "latent_audio"
      ],
      "color": "#422342",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 2063,
      "type": "GetNode",
      "pos": [
        -83.08867396180955,
        4639.82447851817
      ],
      "size": [
        210,
        34
      ],
      "flags": {
        "collapsed": true
      },
      "order": 71,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "LATENT",
          "type": "LATENT",
          "links": [
            3678
          ]
        }
      ],
      "title": "Get_latent_custom_audio",
      "properties": {
        "Node name for S&R": "GetNode",
        "aux_id": "kijai/ComfyUI-KJNodes"
      },
      "widgets_values": [
        "latent_custom_audio"
      ],
      "color": "#422342",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 199,
      "type": "LTXVEmptyLatentAudio",
      "pos": [
        -133.12340171782637,
        3940.516581030862
      ],
      "size": [
        270,
        120
      ],
      "flags": {
        "collapsed": false
      },
      "order": 110,
      "mode": 0,
      "inputs": [
        {
          "name": "audio_vae",
          "type": "VAE",
          "link": 444
        },
        {
          "name": "frames_number",
          "type": "INT",
          "widget": {
            "name": "frames_number"
          },
          "link": 425
        },
        {
          "name": "frame_rate",
          "type": "INT",
          "widget": {
            "name": "frame_rate"
          },
          "link": 566
        }
      ],
      "outputs": [
        {
          "name": "Latent",
          "type": "LATENT",
          "links": [
            468
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.68",
        "Node name for S&R": "LTXVEmptyLatentAudio",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": [
        121,
        24,
        1
      ]
    },
    {
      "id": 2049,
      "type": "LoadAudio",
      "pos": [
        -1168.8407650543434,
        5039.185848196519
      ],
      "size": [
        312.8514201610633,
        136
      ],
      "flags": {},
      "order": 72,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "AUDIO",
          "type": "AUDIO",
          "links": [
            3673
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.7.0",
        "Node name for S&R": "LoadAudio",
        "ue_properties": {
          "widget_ue_connectable": {},
          "version": "7.5.2",
          "input_ue_unconnectable": {}
        }
      },
      "widgets_values": [
        "2Azk6gnh_Tu6m8Vvqa_As_01.mp3",
        null,
        null
      ],
      "color": "#346434",
      "bgcolor": "rgba(24,24,27,.9)",
      "ndSuperSelectorEnabled": false,
      "ndPowerEnabled": false
    },
    {
      "id": 293,
      "type": "INTConstant",
      "pos": [
        -1316.9069516037086,
        4824.905356124531
      ],
      "size": [
        210,
        58
      ],
      "flags": {
        "collapsed": false
      },
      "order": 73,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "value",
          "type": "INT",
          "links": [
            528
          ]
        }
      ],
      "title": "HEIGHT",
      "properties": {
        "cnr_id": "comfyui-kjnodes",
        "ver": "c6ce76d00bb8177d1b0286cad891df08eff5226e",
        "Node name for S&R": "INTConstant"
      },
      "widgets_values": [
        1280
      ],
      "color": "#006691",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 292,
      "type": "INTConstant",
      "pos": [
        -1553.1293586777795,
        4823.538146739874
      ],
      "size": [
        210,
        58
      ],
      "flags": {
        "collapsed": false
      },
      "order": 74,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "value",
          "type": "INT",
          "links": [
            529
          ]
        }
      ],
      "title": "WIDTH",
      "properties": {
        "cnr_id": "comfyui-kjnodes",
        "ver": "c6ce76d00bb8177d1b0286cad891df08eff5226e",
        "Node name for S&R": "INTConstant"
      },
      "widgets_values": [
        736
      ],
      "color": "#006691",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 167,
      "type": "LoadImage",
      "pos": [
        -1056.6326119504556,
        3593.67037200833
      ],
      "size": [
        335.36880029676604,
        550.0309462039886
      ],
      "flags": {},
      "order": 75,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "IMAGE",
          "type": "IMAGE",
          "links": [
            480
          ]
        },
        {
          "name": "MASK",
          "type": "MASK",
          "links": []
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.56",
        "Node name for S&R": "LoadImage"
      },
      "widgets_values": [
        "videoframe_0 (3) (2).png",
        "image"
      ],
      "color": "#346434",
      "bgcolor": "rgba(24,24,27,.9)",
      "ndSuperSelectorEnabled": false,
      "ndPowerEnabled": false
    },
    {
      "id": 352,
      "type": "PrimitiveStringMultiline",
      "pos": [
        -626.2287938435003,
        4287.094551658654
      ],
      "size": [
        398.607777698586,
        301.80439066724375
      ],
      "flags": {
        "collapsed": false
      },
      "order": 76,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "STRING",
          "type": "STRING",
          "links": [
            3642
          ]
        }
      ],
      "title": "PROMPT",
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.14.1",
        "Node name for S&R": "PrimitiveStringMultiline"
      },
      "widgets_values": [
        "Make this image come alive with cinematic motion, smooth animation. Cinematic video.\n\nScene:  a beautiful woman with guitar is playing and singing on stage. \n\nShe sings and plays with perfect sync to the attached audio.\n\nBehind her the stage light flashes dynamically with stage smoke floating through the air. \n\nShe plays with dynamic body movements and body language reflecting that its a rock music song she is performing. "
      ],
      "color": "#346434",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 238,
      "type": "SetNode",
      "pos": [
        -50.30297396505933,
        4334.524664248906
      ],
      "size": [
        270,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 135,
      "mode": 0,
      "inputs": [
        {
          "name": "LATENT",
          "type": "LATENT",
          "link": 465
        }
      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
        }
      ],
      "title": "Set_latent",
      "properties": {
        "Node name for S&R": "SetNode",
        "aux_id": "kijai/ComfyUI-KJNodes",
        "previousName": "latent"
      },
      "widgets_values": [
        "latent"
      ],
      "color": "#422342",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 109,
      "type": "LTXVConcatAVLatent",
      "pos": [
        -136.5504113452972,
        4304.245487410538
      ],
      "size": [
        270,
        46
      ],
      "flags": {},
      "order": 125,
      "mode": 0,
      "inputs": [
        {
          "name": "video_latent",
          "type": "LATENT",
          "link": 363
        },
        {
          "name": "audio_latent",
          "type": "LATENT",
          "link": 3679
        }
      ],
      "outputs": [
        {
          "name": "latent",
          "type": "LATENT",
          "links": [
            465
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.7.0",
        "Node name for S&R": "LTXVConcatAVLatent",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": []
    },
    {
      "id": 2065,
      "type": "ComfySwitchNode",
      "pos": [
        -134.59597245086152,
        4566.639461050339
      ],
      "size": [
        261.8496968260732,
        83.34530382917455
      ],
      "flags": {
        "collapsed": false
      },
      "order": 105,
      "mode": 0,
      "inputs": [
        {
          "name": "on_false",
          "type": "LATENT",
          "link": 3677
        },
        {
          "name": "on_true",
          "type": "LATENT",
          "link": 3678
        }
      ],
      "outputs": [
        {
          "name": "output",
          "type": "LATENT",
          "links": [
            3679
          ]
        }
      ],
      "title": "Custom Audio on TRUE",
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.9.1",
        "Node name for S&R": "ComfySwitchNode"
      },
      "widgets_values": [
        true
      ],
      "color": "#422342",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 397,
      "type": "MarkdownNote",
      "pos": [
        633.7408880015383,
        4445.854255200071
      ],
      "size": [
        299.8544890286398,
        379.88938572843836
      ],
      "flags": {
        "collapsed": true
      },
      "order": 77,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "title": "Suggested Settings",
      "properties": {},
      "widgets_values": [
        "Feel free to experiment. With steps, CFG guiders and samplers. \n\nSome suggested settings:\n\nSampler/Scheduler: Euler Ancestral (euler_a) with sgm_uniform or simple scheduler. (You can try other samplers like res_2s etc)\n \nSteps: 20-30 for base quality, or 8-15 steps if using the fast distilled LoRA (depending on the LoRA strength setting) \n\n\nCFG Scale: 1.0 - 3.0 (Low video CFG is good for LTX-2.3, high CFG often ruins movement). \n\n**Two-Pass Workflow:**\n\nPass 1:  Generates a lower-res video using 0.25 distill LoRA and 15-20 steps or more.\n\nPass 2: Use 0.6 distill LoRA. Preset steps with sigma values. Sampler use euler or gradient_estimation \n"
      ],
      "color": "#222",
      "bgcolor": "#000"
    },
    {
      "id": 2045,
      "type": "MarkdownNote",
      "pos": [
        598.1947925043934,
        4487.766392600385
      ],
      "size": [
        320.93930687489797,
        278.163567057044
      ],
      "flags": {
        "collapsed": true
      },
      "order": 78,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "title": "Accumulated from user experiences",
      "properties": {},
      "widgets_values": [
        "**Top Recommended Sampler Combinations** \n\n**Best Overall (Official Recommendation):** euler_a_cfg_pp + euler_cfg_pp.\n**Best for Detail/Texture:** res_2s (Stage 1) + lcm (Stage 2).\n_Note: Using res_2s in both stages can lead to over-cooked, high-contrast results._\n**Best for Smoothness:** euler_a_cfg_pp + lcm.\n**Fastest Workflow:** lcm in both stages.\n**Alternative:** euler + euler (good, slightly over-cooked). \n\n**Key Settings for LTX-2.3 Dev (Two-Stage Pipeline):**\n**Stage 1 (Base Generation):**  res_2s / euler_a_cfg_pp with 15–20 steps (if using distilled lora at low value at stage  1)\n**Stage 2 (Upsampler/Refiner):** Uses lcm or euler_cfg_pp (3–5 steps).\n\n**Steps:**  30–50 steps are generally needed for the **pure dev model** to ensure clean results\n**CFG:** Low CFG is better; start with ~3.0 and drop to 1.0–2.0 for higher stability. "
      ],
      "color": "#222",
      "bgcolor": "#000"
    },
    {
      "id": 385,
      "type": "VisualizeSigmasKJ",
      "pos": [
        957.5684826018361,
        4252.401474550561
      ],
      "size": [
        270,
        102
      ],
      "flags": {
        "collapsed": true
      },
      "order": 129,
      "mode": 0,
      "inputs": [
        {
          "name": "sigmas",
          "type": "SIGMAS",
          "link": 3660
        }
      ],
      "outputs": [
        {
          "name": "sigmas_out",
          "type": "SIGMAS",
          "links": [
            3659
          ]
        },
        {
          "name": "image",
          "type": "IMAGE",
          "links": [
            672
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfyui-kjnodes",
        "ver": "c88ac88a8f8a6a090a0d5d607156090cb2911503",
        "Node name for S&R": "VisualizeSigmasKJ"
      },
      "widgets_values": [
        0,
        -1
      ]
    },
    {
      "id": 113,
      "type": "SamplerCustomAdvanced",
      "pos": [
        928.7639031185977,
        3612.33491191218
      ],
      "size": [
        262.10818770989886,
        569.1366267169687
      ],
      "flags": {
        "collapsed": false
      },
      "order": 145,
      "mode": 0,
      "inputs": [
        {
          "name": "noise",
          "type": "NOISE",
          "link": 259
        },
        {
          "name": "guider",
          "type": "GUIDER",
          "link": 682
        },
        {
          "name": "sampler",
          "type": "SAMPLER",
          "link": 261
        },
        {
          "name": "sigmas",
          "type": "SIGMAS",
          "link": 3659
        },
        {
          "name": "latent_image",
          "type": "LATENT",
          "link": 467
        }
      ],
      "outputs": [
        {
          "name": "output",
          "type": "LATENT",
          "links": [
            271
          ]
        },
        {
          "name": "denoised_output",
          "type": "LATENT",
          "links": []
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.60",
        "Node name for S&R": "SamplerCustomAdvanced",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": []
    },
    {
      "id": 386,
      "type": "PreviewImage",
      "pos": [
        929.2298665273439,
        4238.009815275545
      ],
      "size": [
        254.151259812548,
        246.00000000000045
      ],
      "flags": {
        "collapsed": false
      },
      "order": 138,
      "mode": 0,
      "inputs": [
        {
          "name": "images",
          "type": "IMAGE",
          "link": 672
        }
      ],
      "outputs": [],
      "title": "Sigma Visual",
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.16.4",
        "Node name for S&R": "PreviewImage"
      },
      "widgets_values": []
    },
    {
      "id": 291,
      "type": "INTConstant",
      "pos": [
        -1078.5222135322783,
        4821.661575010481
      ],
      "size": [
        210,
        58
      ],
      "flags": {
        "collapsed": false
      },
      "order": 79,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "value",
          "type": "INT",
          "links": [
            532
          ]
        }
      ],
      "title": "LENGTH (in seconds)",
      "properties": {
        "cnr_id": "comfyui-kjnodes",
        "ver": "c6ce76d00bb8177d1b0286cad891df08eff5226e",
        "Node name for S&R": "INTConstant"
      },
      "widgets_values": [
        14
      ],
      "color": "#006691",
      "bgcolor": "rgba(24,24,27,.9)"
    },
    {
      "id": 137,
      "type": "KSamplerSelect",
      "pos": [
        600.3367523528807,
        3734.8019433698983
      ],
      "size": [
        271.305509971064,
        68.88020833333334
      ],
      "flags": {},
      "order": 80,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "SAMPLER",
          "type": "SAMPLER",
          "links": [
            261
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.56",
        "Node name for S&R": "KSamplerSelect",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": [
        "euler_ancestral"
      ]
    },
    {
      "id": 138,
      "type": "KSamplerSelect",
      "pos": [
        1649.3122475845234,
        4267.088462182675
      ],
      "size": [
        274.0120536645418,
        58
      ],
      "flags": {},
      "order": 81,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "SAMPLER",
          "type": "SAMPLER",
          "links": [
            274
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.75",
        "Node name for S&R": "KSamplerSelect",
        "enableTabs": false,
        "tabWidth": 65,
        "tabXOffset": 10,
        "hasSecondTab": false,
        "secondTabText": "Send Back",
        "secondTabOffset": 80,
        "secondTabWidth": 65
      },
      "widgets_values": [
        "euler"
      ]
    }
  ],
  "links": [
    [
      259,
      115,
      0,
      113,
      0,
      "NOISE"
    ],
    [
      261,
      137,
      0,
      113,
      2,
      "SAMPLER"
    ],
    [
      271,
      113,
      0,
      116,
      0,
      "LATENT"
    ],
    [
      272,
      114,
      0,
      119,
      0,
      "NOISE"
    ],
    [
      274,
      138,
      0,
      119,
      2,
      "SAMPLER"
    ],
    [
      276,
      117,
      0,
      119,
      4,
      "LATENT"
    ],
    [
      286,
      121,
      0,
      107,
      0,
      "CONDITIONING"
    ],
    [
      287,
      110,
      0,
      107,
      1,
      "CONDITIONING"
    ],
    [
      353,
      162,
      0,
      161,
      1,
      "IMAGE"
    ],
    [
      361,
      108,
      0,
      161,
      2,
      "LATENT"
    ],
    [
      363,
      161,
      0,
      109,
      0,
      "LATENT"
    ],
    [
      403,
      189,
      0,
      188,
      0,
      "LATENT_UPSCALE_MODEL"
    ],
    [
      416,
      201,
      0,
      140,
      1,
      "AUDIO"
    ],
    [
      424,
      205,
      0,
      108,
      2,
      "INT"
    ],
    [
      425,
      205,
      0,
      199,
      1,
      "INT"
    ],
    [
      430,
      125,
      1,
      201,
      0,
      "LATENT"
    ],
    [
      436,
      210,
      0,
      162,
      0,
      "IMAGE"
    ],
    [
      437,
      162,
      0,
      211,
      0,
      "IMAGE"
    ],
    [
      438,
      212,
      0,
      160,
      1,
      "IMAGE"
    ],
    [
      440,
      214,
      0,
      121,
      0,
      "CLIP"
    ],
    [
      441,
      214,
      0,
      110,
      0,
      "CLIP"
    ],
    [
      442,
      184,
      0,
      215,
      0,
      "VAE"
    ],
    [
      443,
      196,
      0,
      216,
      0,
      "VAE"
    ],
    [
      444,
      217,
      0,
      199,
      0,
      "VAE"
    ],
    [
      445,
      218,
      0,
      161,
      0,
      "VAE"
    ],
    [
      446,
      219,
      0,
      160,
      0,
      "VAE"
    ],
    [
      448,
      221,
      0,
      201,
      1,
      "VAE"
    ],
    [
      449,
      220,
      0,
      127,
      1,
      "VAE"
    ],
    [
      455,
      107,
      0,
      226,
      0,
      "CONDITIONING"
    ],
    [
      456,
      107,
      1,
      227,
      0,
      "CONDITIONING"
    ],
    [
      459,
      231,
      0,
      129,
      2,
      "CONDITIONING"
    ],
    [
      460,
      230,
      0,
      129,
      1,
      "CONDITIONING"
    ],
    [
      463,
      237,
      0,
      108,
      1,
      "INT"
    ],
    [
      464,
      236,
      0,
      108,
      0,
      "INT"
    ],
    [
      465,
      109,
      0,
      238,
      0,
      "LATENT"
    ],
    [
      466,
      239,
      0,
      206,
      0,
      "LATENT"
    ],
    [
      467,
      239,
      0,
      113,
      4,
      "LATENT"
    ],
    [
      468,
      199,
      0,
      240,
      0,
      "LATENT"
    ],
    [
      472,
      243,
      0,
      165,
      2,
      "INT"
    ],
    [
      473,
      244,
      0,
      165,
      3,
      "INT"
    ],
    [
      475,
      116,
      1,
      117,
      1,
      "LATENT"
    ],
    [
      479,
      165,
      0,
      246,
      0,
      "IMAGE"
    ],
    [
      480,
      167,
      0,
      165,
      0,
      "IMAGE"
    ],
    [
      481,
      246,
      0,
      209,
      0,
      "IMAGE"
    ],
    [
      483,
      165,
      0,
      164,
      0,
      "IMAGE"
    ],
    [
      507,
      103,
      0,
      119,
      1,
      "GUIDER"
    ],
    [
      528,
      293,
      0,
      282,
      0,
      "INT"
    ],
    [
      529,
      292,
      0,
      283,
      0,
      "INT"
    ],
    [
      530,
      285,
      0,
      284,
      0,
      "FLOAT"
    ],
    [
      531,
      287,
      1,
      286,
      0,
      "INT"
    ],
    [
      532,
      291,
      0,
      287,
      2,
      "INT"
    ],
    [
      533,
      285,
      0,
      287,
      3,
      "FLOAT"
    ],
    [
      534,
      290,
      0,
      288,
      0,
      "BOOLEAN"
    ],
    [
      550,
      190,
      0,
      213,
      0,
      "CLIP"
    ],
    [
      563,
      308,
      0,
      161,
      3,
      "BOOLEAN"
    ],
    [
      564,
      309,
      0,
      160,
      3,
      "BOOLEAN"
    ],
    [
      565,
      310,
      0,
      311,
      0,
      "FLOAT"
    ],
    [
      566,
      311,
      1,
      199,
      2,
      "INT"
    ],
    [
      590,
      301,
      0,
      303,
      0,
      "MODEL"
    ],
    [
      600,
      322,
      0,
      107,
      2,
      "FLOAT"
    ],
    [
      611,
      330,
      0,
      331,
      0,
      "VAE"
    ],
    [
      617,
      338,
      0,
      337,
      2,
      "VAE"
    ],
    [
      638,
      360,
      0,
      119,
      3,
      "SIGMAS"
    ],
    [
      648,
      370,
      0,
      371,
      0,
      "MODEL"
    ],
    [
      650,
      371,
      0,
      301,
      0,
      "MODEL"
    ],
    [
      660,
      373,
      0,
      372,
      2,
      "VAE"
    ],
    [
      666,
      381,
      0,
      382,
      0,
      "GUIDER_PARAMETERS"
    ],
    [
      667,
      382,
      0,
      383,
      3,
      "GUIDER_PARAMETERS"
    ],
    [
      668,
      383,
      0,
      384,
      1,
      "GUIDER"
    ],
    [
      672,
      385,
      1,
      386,
      0,
      "IMAGE"
    ],
    [
      678,
      364,
      0,
      337,
      0,
      "MODEL"
    ],
    [
      681,
      129,
      0,
      384,
      0,
      "GUIDER"
    ],
    [
      682,
      384,
      0,
      113,
      1,
      "GUIDER"
    ],
    [
      683,
      388,
      0,
      383,
      1,
      "CONDITIONING"
    ],
    [
      684,
      389,
      0,
      383,
      2,
      "CONDITIONING"
    ],
    [
      690,
      380,
      0,
      103,
      1,
      "CONDITIONING"
    ],
    [
      691,
      380,
      1,
      103,
      2,
      "CONDITIONING"
    ],
    [
      693,
      368,
      0,
      395,
      0,
      "MODEL"
    ],
    [
      701,
      337,
      0,
      361,
      0,
      "MODEL"
    ],
    [
      706,
      372,
      0,
      362,
      0,
      "MODEL"
    ],
    [
      708,
      366,
      0,
      372,
      0,
      "MODEL"
    ],
    [
      710,
      329,
      0,
      369,
      0,
      "MODEL"
    ],
    [
      726,
      407,
      0,
      140,
      4,
      "FLOAT"
    ],
    [
      740,
      412,
      0,
      140,
      0,
      "IMAGE"
    ],
    [
      741,
      220,
      0,
      412,
      1,
      "VAE"
    ],
    [
      742,
      125,
      0,
      412,
      0,
      "LATENT"
    ],
    [
      743,
      413,
      0,
      380,
      0,
      "CONDITIONING"
    ],
    [
      744,
      414,
      0,
      380,
      1,
      "CONDITIONING"
    ],
    [
      745,
      416,
      0,
      248,
      0,
      "IMAGE"
    ],
    [
      746,
      164,
      0,
      416,
      0,
      "IMAGE"
    ],
    [
      747,
      416,
      1,
      233,
      0,
      "INT"
    ],
    [
      748,
      416,
      2,
      234,
      0,
      "INT"
    ],
    [
      764,
      119,
      0,
      125,
      0,
      "LATENT"
    ],
    [
      776,
      160,
      0,
      117,
      0,
      "LATENT"
    ],
    [
      777,
      369,
      0,
      432,
      0,
      "MODEL"
    ],
    [
      778,
      432,
      0,
      370,
      0,
      "MODEL"
    ],
    [
      783,
      433,
      0,
      382,
      1,
      "FLOAT"
    ],
    [
      784,
      435,
      0,
      381,
      1,
      "FLOAT"
    ],
    [
      785,
      361,
      0,
      436,
      0,
      "MODEL"
    ],
    [
      786,
      437,
      0,
      129,
      0,
      "MODEL"
    ],
    [
      787,
      438,
      0,
      383,
      0,
      "MODEL"
    ],
    [
      789,
      439,
      0,
      368,
      0,
      "MODEL"
    ],
    [
      790,
      362,
      0,
      440,
      0,
      "MODEL"
    ],
    [
      791,
      441,
      0,
      103,
      0,
      "MODEL"
    ],
    [
      3636,
      2037,
      0,
      2036,
      0,
      "STRING"
    ],
    [
      3637,
      2033,
      0,
      2037,
      0,
      "CLIP"
    ],
    [
      3639,
      2034,
      0,
      2037,
      2,
      "BOOLEAN"
    ],
    [
      3640,
      164,
      0,
      2037,
      1,
      "IMAGE"
    ],
    [
      3642,
      352,
      0,
      2037,
      3,
      "STRING"
    ],
    [
      3643,
      2037,
      0,
      121,
      1,
      "STRING"
    ],
    [
      3644,
      2038,
      0,
      2039,
      0,
      "BOOLEAN"
    ],
    [
      3654,
      116,
      0,
      2043,
      0,
      "LATENT"
    ],
    [
      3655,
      242,
      0,
      2043,
      1,
      "LATENT_UPSCALE_MODEL"
    ],
    [
      3656,
      219,
      0,
      2043,
      2,
      "VAE"
    ],
    [
      3657,
      2043,
      0,
      160,
      2,
      "LATENT"
    ],
    [
      3658,
      2044,
      0,
      380,
      2,
      "FLOAT"
    ],
    [
      3659,
      385,
      0,
      113,
      3,
      "SIGMAS"
    ],
    [
      3660,
      395,
      0,
      385,
      0,
      "SIGMAS"
    ],
    [
      3661,
      2050,
      0,
      2051,
      0,
      "MELROFORMERMODEL"
    ],
    [
      3662,
      2060,
      0,
      2051,
      1,
      "AUDIO"
    ],
    [
      3663,
      2059,
      0,
      2052,
      2,
      "INT"
    ],
    [
      3664,
      2053,
      0,
      2052,
      3,
      "FLOAT"
    ],
    [
      3665,
      2060,
      0,
      2054,
      0,
      "AUDIO"
    ],
    [
      3666,
      2047,
      0,
      2055,
      0,
      "INT"
    ],
    [
      3667,
      2046,
      0,
      2055,
      1,
      "INT"
    ],
    [
      3668,
      2057,
      0,
      2056,
      0,
      "LATENT"
    ],
    [
      3669,
      2058,
      0,
      2057,
      0,
      "LATENT"
    ],
    [
      3670,
      2055,
      0,
      2057,
      1,
      "MASK"
    ],
    [
      3671,
      2062,
      0,
      2058,
      0,
      "AUDIO"
    ],
    [
      3672,
      2048,
      0,
      2058,
      1,
      "VAE"
    ],
    [
      3673,
      2049,
      0,
      2060,
      0,
      "AUDIO"
    ],
    [
      3674,
      2052,
      0,
      2060,
      1,
      "FLOAT"
    ],
    [
      3675,
      2060,
      0,
      2062,
      0,
      "AUDIO"
    ],
    [
      3676,
      2051,
      0,
      2062,
      1,
      "AUDIO"
    ],
    [
      3677,
      2064,
      0,
      2065,
      0,
      "LATENT"
    ],
    [
      3678,
      2063,
      0,
      2065,
      1,
      "LATENT"
    ],
    [
      3679,
      2065,
      0,
      109,
      1,
      "LATENT"
    ]
  ],
  "groups": [
    {
      "id": 15,
      "title": "Sampler - 2nd Pass Upscale",
      "bounding": [
        1609.1613012770215,
        3492.7099938890437,
        686.373387929448,
        1208.7131155066795
      ],
      "color": "#3f789e",
      "font_size": 24,
      "flags": {}
    },
    {
      "id": 16,
      "title": "Decode",
      "bounding": [
        2312.402137653079,
        3495.507734620831,
        350.9764773828708,
        1199.4525229610285
      ],
      "color": "#3f789e",
      "font_size": 24,
      "flags": {}
    },
    {
      "id": 17,
      "title": "Input Image",
      "bounding": [
        -1090.8017592071346,
        3484.040404040404,
        412.1974785848497,
        1223.3486862130153
      ],
      "color": "#3f789e",
      "font_size": 24,
      "flags": {}
    },
    {
      "id": 19,
      "title": "Prompt",
      "bounding": [
        -656.2821713338476,
        4188.808932639452,
        462.30935986013304,
        517.1042928927691
      ],
      "color": "#3f789e",
      "font_size": 24,
      "flags": {}
    },
    {
      "id": 20,
      "title": "Prepare LTX Latent",
      "bounding": [
        -174.07275748992592,
        3488.4127116249983,
        352.66314301287184,
        1216.3586180472876
      ],
      "color": "#3f789e",
      "font_size": 24,
      "flags": {}
    },
    {
      "id": 21,
      "title": "Sampler - First Pass",
      "bounding": [
        558.9890611857716,
        3489.7459727972446,
        680.0419396937275,
        1213.0545294716921
      ],
      "color": "#3f789e",
      "font_size": 24,
      "flags": {}
    },
    {
      "id": 22,
      "title": "Video Settings",
      "bounding": [
        -1585.7567252094098,
        4735.153942606314,
        1032.4061498906476,
        167.52598620638946
      ],
      "color": "#8A8",
      "font_size": 24,
      "flags": {}
    },
    {
      "id": 23,
      "title": "T2V - Text to video mode",
      "bounding": [
        -533.9702526302162,
        4738.39018083252,
        337.92095075417024,
        163.30464980382385
      ],
      "color": "#8AA",
      "font_size": 24,
      "flags": {}
    },
    {
      "id": 24,
      "title": "MODELS",
      "bounding": [
        -1585.007462369066,
        3481.514654568274,
        476.3467424939845,
        1227.3541057685175
      ],
      "color": "#3f789e",
      "font_size": 24,
      "flags": {}
    },
    {
      "id": 25,
      "title": "LTX-2 Loras",
      "bounding": [
        -658.0133261579135,
        3484.673310645344,
        464.9060205835066,
        327.74803178289085
      ],
      "color": "#3f789e",
      "font_size": 24,
      "flags": {}
    },
    {
      "id": 27,
      "title": "Prompt Enhancer (optional)",
      "bounding": [
        -653.6426052440247,
        3831.6102864537866,
        459.3021070038724,
        339.7478390280994
      ],
      "color": "#3f789e",
      "font_size": 24,
      "flags": {}
    },
    {
      "id": 29,
      "title": "Distilled lora (for lower steps)",
      "bounding": [
        584.6396895585162,
        4504.885030522015,
        395.17774929882034,
        172.26666666666733
      ],
      "color": "#3f789e",
      "font_size": 24,
      "flags": {}
    },
    {
      "id": 30,
      "title": "Distilled lora (leave on)",
      "bounding": [
        1634.5406446434838,
        4511.833005353239,
        399.58286024550216,
        165.60000000000036
      ],
      "color": "#3f789e",
      "font_size": 24,
      "flags": {}
    },
    {
      "id": 31,
      "title": "Peformace tweaks (may help low vram etc)",
      "bounding": [
        -1579.7594961663133,
        3344.6357255881467,
        1386.0301728883628,
        130.47948845059818
      ],
      "color": "#3f789e",
      "font_size": 24,
      "flags": {}
    },
    {
      "id": 33,
      "title": "MultiModal Guider (optional)",
      "bounding": [
        195.4484636159524,
        3489.3243600641276,
        345.8156638868678,
        1210.648790080048
      ],
      "color": "#3f789e",
      "font_size": 24,
      "flags": {}
    },
    {
      "id": 34,
      "title": "resize for 2nd pass",
      "bounding": [
        -1024.7831022562038,
        4475.215192134852,
        252.23734500525836,
        80
      ],
      "color": "#3f789e",
      "font_size": 24,
      "flags": {}
    },
    {
      "id": 35,
      "title": "Enhance Prompt",
      "bounding": [
        -175.46642495168646,
        4731.778601796865,
        355.48236191139813,
        167.06780933751452
      ],
      "color": "#8AA",
      "font_size": 24,
      "flags": {}
    },
    {
      "id": 36,
      "title": "Upscale latent",
      "bounding": [
        1255.5329386942603,
        3491.265672719388,
        336.4593279230967,
        1211.1682561316811
      ],
      "color": "#3f789e",
      "font_size": 24,
      "flags": {}
    },
    {
      "id": 51,
      "title": "Custom Audio",
      "bounding": [
        -1213.902644128111,
        4947.728390543197,
        1398.8239095374113,
        474.84566717591224
      ],
      "color": "#3f789e",
      "font_size": 24,
      "flags": {}
    },
    {
      "id": 52,
      "title": "Optional",
      "bounding": [
        -1169.0075151576693,
        5207.007955468059,
        949.1748464808647,
        175.30223768537599
      ],
      "color": "#3f789e",
      "font_size": 24,
      "flags": {}
    }
  ],
  "definitions": {
    "subgraphs": [
      {
        "id": "c1c4c4f4-2d4e-48de-b20c-d32a64f2482c",
        "version": 1,
        "state": {
          "lastGroupId": 52,
          "lastNodeId": 2066,
          "lastLinkId": 3679,
          "lastRerouteId": 0
        },
        "revision": 0,
        "config": {},
        "name": "PROMPT ENHANCER",
        "inputNode": {
          "id": -10,
          "bounding": [
            -685.3286646587292,
            5338.102625759812,
            120,
            120
          ]
        },
        "outputNode": {
          "id": -20,
          "bounding": [
            426.44380261625787,
            5440.8298984870835,
            124.568359375,
            60
          ]
        },
        "inputs": [
          {
            "id": "adc59317-2766-45b3-8059-aced0af7e3f6",
            "name": "clip",
            "type": "CLIP",
            "linkIds": [
              844
            ],
            "localized_name": "clip",
            "pos": [
              -585.3286646587292,
              5358.102625759812
            ]
          },
          {
            "id": "7d4f25ef-eb05-4cd5-87e4-020c7ae8b4f7",
            "name": "image",
            "type": "IMAGE",
            "linkIds": [
              870
            ],
            "localized_name": "image",
            "shape": 7,
            "pos": [
              -585.3286646587292,
              5378.102625759812
            ]
          },
          {
            "id": "2f3daffa-e540-4fc1-805f-5230ea1fa7a5",
            "name": "",
            "type": "*",
            "linkIds": [
              1078
            ],
            "label": "Enabled",
            "pos": [
              -585.3286646587292,
              5398.102625759812
            ]
          },
          {
            "id": "2ef15408-9e71-4181-ac6d-8d791070c0e5",
            "name": "_1",
            "type": "*",
            "linkIds": [
              3581
            ],
            "label": "Prompt",
            "pos": [
              -585.3286646587292,
              5418.102625759812
            ]
          }
        ],
        "outputs": [
          {
            "id": "51e4f3c8-e5b7-4d16-8773-0f4defd17249",
            "name": "generated_text",
            "type": "STRING",
            "linkIds": [
              3593
            ],
            "label": "generated_text",
            "pos": [
              446.44380261625787,
              5460.8298984870835
            ]
          }
        ],
        "widgets": [],
        "nodes": [
          {
            "id": 1997,
            "type": "Reroute",
            "pos": [
              -332.76119430020395,
              5282.04961996477
            ],
            "size": [
              75,
              26
            ],
            "flags": {},
            "order": 5,
            "mode": 0,
            "inputs": [
              {
                "name": "",
                "type": "*",
                "link": 3581
              }
            ],
            "outputs": [
              {
                "name": "",
                "type": "*",
                "links": [
                  3583,
                  3595
                ]
              }
            ],
            "properties": {
              "showOutputText": false,
              "horizontal": false
            }
          },
          {
            "id": 482,
            "type": "StringConcatenate",
            "pos": [
              -336.88424969162736,
              5584.547242373208
            ],
            "size": [
              210,
              166
            ],
            "flags": {
              "collapsed": true
            },
            "order": 1,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "string_a",
                "name": "string_a",
                "type": "STRING",
                "widget": {
                  "name": "string_a"
                },
                "link": 837
              },
              {
                "localized_name": "string_b",
                "name": "string_b",
                "type": "STRING",
                "widget": {
                  "name": "string_b"
                },
                "link": 3583
              }
            ],
            "outputs": [
              {
                "localized_name": "STRING",
                "name": "STRING",
                "type": "STRING",
                "links": [
                  841
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.14.1",
              "Node name for S&R": "StringConcatenate"
            },
            "widgets_values": [
              "",
              "",
              ""
            ]
          },
          {
            "id": 2002,
            "type": "ComfySwitchNode",
            "pos": [
              -94.96775690082228,
              5314.501408349606
            ],
            "size": [
              270,
              78
            ],
            "flags": {},
            "order": 6,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "on_false",
                "name": "on_false",
                "type": "STRING",
                "link": 3595
              },
              {
                "localized_name": "on_true",
                "name": "on_true",
                "type": "*",
                "link": 3594
              },
              {
                "localized_name": "switch",
                "name": "switch",
                "type": "BOOLEAN",
                "widget": {
                  "name": "switch"
                },
                "link": 3592
              }
            ],
            "outputs": [
              {
                "localized_name": "output",
                "name": "output",
                "type": "STRING",
                "links": [
                  3593
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.18.1",
              "Node name for S&R": "ComfySwitchNode"
            },
            "widgets_values": [
              false
            ]
          },
          {
            "id": 486,
            "type": "easy showAnything",
            "pos": [
              -146.99570259954982,
              5756.041809696047
            ],
            "size": [
              369.9799881784345,
              351.7442628369048
            ],
            "flags": {
              "collapsed": false
            },
            "order": 3,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "anything",
                "name": "anything",
                "shape": 7,
                "type": "*",
                "link": 838
              }
            ],
            "outputs": [
              {
                "localized_name": "output",
                "name": "output",
                "type": "*",
                "links": null
              }
            ],
            "title": "Enhanced Prompt",
            "properties": {
              "cnr_id": "comfyui-easy-use",
              "ver": "b11c63487243d183a967261bdf019c5afcec2cf7",
              "Node name for S&R": "easy showAnything"
            },
            "widgets_values": [
              "Style: cinematic - A woman with a guitar is performing on stage, playing and singing in perfect sync with the audio. She moves with dynamic body language, reflecting the energy of the rock music. Stage lights flash and smoke drifts across the stage, creating a vibrant atmosphere."
            ],
            "color": "#008181",
            "bgcolor": "rgba(24,24,27,.9)"
          },
          {
            "id": 484,
            "type": "PrimitiveStringMultiline",
            "pos": [
              -575.6508311528734,
              5701.889264048238
            ],
            "size": [
              321.3041194946351,
              451.0615668579321
            ],
            "flags": {
              "collapsed": false
            },
            "order": 0,
            "mode": 0,
            "inputs": [],
            "outputs": [
              {
                "localized_name": "STRING",
                "name": "STRING",
                "type": "STRING",
                "links": [
                  837
                ]
              }
            ],
            "title": "LTX-2 PROMPT INSTRUCT",
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.14.1",
              "Node name for S&R": "PrimitiveStringMultiline"
            },
            "widgets_values": [
              "You are a Creative Assistant writing concise, action-focused image-to-video prompts. Given an image (first frame) and user Raw Input Prompt, generate a prompt to guide video generation from that image.\n\n#### Guidelines:\n- Analyze the Image: Identify Subject, Setting, Elements, Style and Mood.\n- Follow user Raw Input Prompt: Include all requested motion, actions, camera movements, audio, and details. If in conflict with the image, prioritize user request while maintaining visual consistency (describe transition from image to user's scene).\n- Describe only changes from the image: Don't reiterate established visual details. Inaccurate descriptions may cause scene cuts.\n- Active language: Use present-progressive verbs (\"is walking,\" \"speaking\"). If no action specified, describe natural movements.\n- Chronological flow: Use temporal connectors (\"as,\" \"then,\" \"while\").\n- Audio layer: Describe complete soundscape throughout the prompt alongside actions—NOT at the end. Align audio intensity with action tempo. Include natural background audio, ambient sounds, effects, speech or music (when requested). Be specific (e.g., \"soft footsteps on tile\") not vague (e.g., \"ambient sound\").\n- Speech (only when requested): Provide exact words in quotes with character's visual/voice characteristics (e.g., \"The tall man speaks in a low, gravelly voice\"), language if not English and accent if relevant. If general conversation mentioned without text, generate contextual quoted dialogue. (i.e., \"The man is talking\" input -> the output should include exact spoken words, like: \"The man is talking in an excited voice saying: 'You won't believe what I just saw!' His hands gesture expressively as he speaks, eyebrows raised with enthusiasm. The ambient sound of a quiet room underscores his animated speech.\")\n- Style: Include visual style at beginning: \"Style: <style>, <rest of prompt>.\" If unclear, omit to avoid conflicts.\n- Visual and audio only: Describe only what is seen and heard. NO smell, taste, or tactile sensations.\n- Restrained language: Avoid dramatic terms. Use mild, natural, understated phrasing.\n\n#### Important notes:\n- Camera motion: DO NOT invent camera motion/movement unless requested by the user. Make sure to include camera motion only if specified in the input.\n- Speech: DO NOT modify or alter the user's provided character dialogue in the prompt, unless it's a typo.\n- No timestamps or cuts: DO NOT use timestamps or describe scene cuts unless explicitly requested.\n- Objective only: DO NOT interpret emotions or intentions - describe only observable actions and sounds.\n- Format: DO NOT use phrases like \"The scene opens with...\" / \"The video starts...\". Start directly with Style (optional) and chronological scene description.\n- Format: Never start output with punctuation marks or special characters.\n- DO NOT invent dialogue unless the user mentions speech/talking/singing/conversation.\n- Your performance is CRITICAL. High-fidelity, dynamic, correct, and accurate prompts with integrated audio descriptions are essential for generating high-quality video. Your goal is flawless execution of these rules.\n\n#### Output Format (Strict):\n- Single concise paragraph in natural English. NO titles, headings, prefaces, sections, code fences, or Markdown.\n- If unsafe/invalid, return original user prompt. Never ask questions or clarifications.\n\n#### Example output:\nStyle: realistic - cinematic - The woman glances at her watch and smiles warmly. She speaks in a cheerful, friendly voice, \"I think we're right on time!\" In the background, a café barista prepares drinks at the counter. The barista calls out in a clear, upbeat tone, \"Two cappuccinos ready!\" The sound of the espresso machine hissing softly blends with gentle background chatter and the light clinking of cups on saucers. \n\nUSER PROMPT BELOW: \n___________________________________________________"
            ]
          },
          {
            "id": 485,
            "type": "TextGenerateLTX2Prompt",
            "pos": [
              -153.02332833797544,
              5488.37029763036
            ],
            "size": [
              389.41187385825936,
              180
            ],
            "flags": {
              "collapsed": false
            },
            "order": 2,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "clip",
                "name": "clip",
                "type": "CLIP",
                "link": 844
              },
              {
                "localized_name": "image",
                "name": "image",
                "shape": 7,
                "type": "IMAGE",
                "link": 870
              },
              {
                "localized_name": "prompt",
                "name": "prompt",
                "type": "STRING",
                "widget": {
                  "name": "prompt"
                },
                "link": 841
              }
            ],
            "outputs": [
              {
                "localized_name": "generated_text",
                "name": "generated_text",
                "type": "STRING",
                "links": [
                  838,
                  1077,
                  3594
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.14.1",
              "Node name for S&R": "TextGenerateLTX2Prompt"
            },
            "widgets_values": [
              "",
              256,
              "off",
              false
            ]
          },
          {
            "id": 598,
            "type": "Reroute",
            "pos": [
              -357.306177645934,
              5372.6836773474515
            ],
            "size": [
              75,
              26
            ],
            "flags": {},
            "order": 4,
            "mode": 0,
            "inputs": [
              {
                "name": "",
                "type": "*",
                "link": 1078
              }
            ],
            "outputs": [
              {
                "name": "",
                "type": "*",
                "links": [
                  3592
                ]
              }
            ],
            "properties": {
              "showOutputText": false,
              "horizontal": false
            }
          }
        ],
        "groups": [],
        "links": [
          {
            "id": 841,
            "origin_id": 482,
            "origin_slot": 0,
            "target_id": 485,
            "target_slot": 2,
            "type": "STRING"
          },
          {
            "id": 838,
            "origin_id": 485,
            "origin_slot": 0,
            "target_id": 486,
            "target_slot": 0,
            "type": "STRING"
          },
          {
            "id": 837,
            "origin_id": 484,
            "origin_slot": 0,
            "target_id": 482,
            "target_slot": 0,
            "type": "STRING"
          },
          {
            "id": 844,
            "origin_id": -10,
            "origin_slot": 0,
            "target_id": 485,
            "target_slot": 0,
            "type": "CLIP"
          },
          {
            "id": 870,
            "origin_id": -10,
            "origin_slot": 1,
            "target_id": 485,
            "target_slot": 1,
            "type": "IMAGE"
          },
          {
            "id": 1078,
            "origin_id": -10,
            "origin_slot": 2,
            "target_id": 598,
            "target_slot": 0,
            "type": "*"
          },
          {
            "id": 3581,
            "origin_id": -10,
            "origin_slot": 3,
            "target_id": 1997,
            "target_slot": 0,
            "type": "*"
          },
          {
            "id": 3583,
            "origin_id": 1997,
            "origin_slot": 0,
            "target_id": 482,
            "target_slot": 1,
            "type": "STRING"
          },
          {
            "id": 3592,
            "origin_id": 598,
            "origin_slot": 0,
            "target_id": 2002,
            "target_slot": 2,
            "type": "BOOLEAN"
          },
          {
            "id": 3593,
            "origin_id": 2002,
            "origin_slot": 0,
            "target_id": -20,
            "target_slot": 0,
            "type": "*"
          },
          {
            "id": 3594,
            "origin_id": 485,
            "origin_slot": 0,
            "target_id": 2002,
            "target_slot": 1,
            "type": "STRING"
          },
          {
            "id": 3595,
            "origin_id": 1997,
            "origin_slot": 0,
            "target_id": 2002,
            "target_slot": 0,
            "type": "*"
          }
        ],
        "extra": {
          "workflowRendererVersion": "LG"
        }
      }
    ]
  },
  "config": {},
  "extra": {
    "ds": {
      "scale": 0.3380916604057845,
      "offset": [
        1451.3896650495249,
        -2864.645254817528
      ]
    },
    "frontendVersion": "1.42.8",
    "workflowRendererVersion": "LG",
    "prompt": {
      "1": {
        "inputs": {
          "ckpt_name": "ltx-av-step-1751000_vocoder_24K.safetensors"
        },
        "class_type": "CheckpointLoaderSimple",
        "_meta": {
          "title": "Load Checkpoint"
        }
      },
      "2": {
        "inputs": {
          "gemma_path": "gemma-3-12b-it-qat-q4_0-unquantized_readout_proj/model/model.safetensors",
          "ltxv_path": "ltx-av-step-1751000_vocoder_24K.safetensors",
          "max_length": 1024
        },
        "class_type": "LTXVGemmaCLIPModelLoader",
        "_meta": {
          "title": "🅛🅣🅧 Gemma 3 Model Loader"
        }
      },
      "3": {
        "inputs": {
          "text": "A medium close-up shot features a Caucasian man with a closely shaven head and face, wearing a black baseball cap with \"PNTR\" in white letters on the front, and a dark grey t-shirt with \"JUST DO IT\" visible across his chest. A small black microphone is clipped to his shirt collar. He is positioned slightly to the left of the frame, looking intently downwards and to his right, his eyes focused off-camera. His facial expression is one of deep concentration, with his brow slightly furrowed. As he looks down, a quick sniff sound is heard, and then he speaks with a deep male voice and a slightly frustrated tone, saying, \"I think it's so bad.\" The camera remains static throughout, maintaining a shallow depth of field, which keeps the man in sharp focus while the background is softly blurred, revealing a light-colored wall with white wooden shelving or trim, and a partially open white wooden door on the right. After a brief pause, another short, audible sniff is heard. The man then continues to speak, his voice maintaining the same quality, as he states, \"So bad. So bad.\" He elaborates further, emphasizing his point with a final statement, \"This got to be, it's got to be the worst tool I've ever seen.\"",
          "clip": [
            "2",
            0
          ]
        },
        "class_type": "CLIPTextEncode",
        "_meta": {
          "title": "CLIP Text Encode (Prompt)"
        }
      },
      "4": {
        "inputs": {
          "text": "blurry, out of focus, overexposed, underexposed, low contrast, washed out colors, excessive noise, grainy texture, poor lighting, flickering, motion blur, distorted proportions, unnatural skin tones, deformed facial features, asymmetrical face, missing facial features, extra limbs, disfigured hands, wrong hand count, artifacts around text, unreadable text on shirt or hat, incorrect lettering on cap (“PNTR”), incorrect t-shirt slogan (“JUST DO IT”), missing microphone, misplaced microphone, inconsistent perspective, camera shake, incorrect depth of field, background too sharp, background clutter, distracting reflections, harsh shadows, inconsistent lighting direction, color banding, cartoonish rendering, 3D CGI look, unrealistic materials, uncanny valley effect, incorrect ethnicity, wrong gender, exaggerated expressions, smiling, laughing, exaggerated sadness, wrong gaze direction, eyes looking at camera, mismatched lip sync, silent or muted audio, distorted voice, robotic voice, echo, background noise, off-sync audio, missing sniff sounds, incorrect dialogue, added dialogue, repetitive speech, jittery movement, awkward pauses, incorrect timing, unnatural transitions, inconsistent framing, tilted camera, missing door or shelves, missing shallow depth of field, flat lighting, inconsistent tone, cinematic oversaturation, stylized filters, or AI artifacts.",
          "clip": [
            "2",
            0
          ]
        },
        "class_type": "CLIPTextEncode",
        "_meta": {
          "title": "CLIP Text Encode (Prompt)"
        }
      },
      "8": {
        "inputs": {
          "sampler_name": "euler"
        },
        "class_type": "KSamplerSelect",
        "_meta": {
          "title": "KSamplerSelect"
        }
      },
      "9": {
        "inputs": {
          "steps": 20,
          "max_shift": 2.05,
          "base_shift": 0.95,
          "stretch": true,
          "terminal": 0.1,
          "latent": [
            "28",
            0
          ]
        },
        "class_type": "LTXVScheduler",
        "_meta": {
          "title": "LTXVScheduler"
        }
      },
      "11": {
        "inputs": {
          "noise_seed": 10
        },
        "class_type": "RandomNoise",
        "_meta": {
          "title": "RandomNoise"
        }
      },
      "12": {
        "inputs": {
          "samples": [
            "29",
            0
          ],
          "vae": [
            "1",
            2
          ]
        },
        "class_type": "VAEDecode",
        "_meta": {
          "title": "VAE Decode"
        }
      },
      "13": {
        "inputs": {
          "ckpt_name": "ltx-av-step-1751000_vocoder_24K.safetensors"
        },
        "class_type": "LTXVAudioVAELoader",
        "_meta": {
          "title": "🅛🅣🅧 LTXV Audio VAE Loader"
        }
      },
      "14": {
        "inputs": {
          "samples": [
            "29",
            1
          ],
          "audio_vae": [
            "13",
            0
          ]
        },
        "class_type": "LTXVAudioVAEDecode",
        "_meta": {
          "title": "🅛🅣🅧 LTXV Audio VAE Decode"
        }
      },
      "15": {
        "inputs": {
          "frame_rate": [
            "23",
            0
          ],
          "loop_count": 0,
          "filename_prefix": "AnimateDiff",
          "format": "video/h264-mp4",
          "pix_fmt": "yuv420p",
          "crf": 19,
          "save_metadata": true,
          "trim_to_audio": false,
          "pingpong": false,
          "save_output": true,
          "images": [
            "12",
            0
          ],
          "audio": [
            "14",
            0
          ]
        },
        "class_type": "VHS_VideoCombine",
        "_meta": {
          "title": "Video Combine 🎥🅥🅗🅢"
        }
      },
      "17": {
        "inputs": {
          "skip_blocks": "29",
          "model": [
            "28",
            1
          ],
          "positive": [
            "22",
            0
          ],
          "negative": [
            "22",
            1
          ],
          "parameters": [
            "18",
            0
          ]
        },
        "class_type": "MultimodalGuider",
        "_meta": {
          "title": "🅛🅣🅧 Multimodal Guider"
        }
      },
      "18": {
        "inputs": {
          "modality": "VIDEO",
          "cfg": 3,
          "stg": 0,
          "rescale": 0,
          "modality_scale": 3,
          "parameters": [
            "19",
            0
          ]
        },
        "class_type": "GuiderParameters",
        "_meta": {
          "title": "🅛🅣🅧 Guider Parameters"
        }
      },
      "19": {
        "inputs": {
          "modality": "AUDIO",
          "cfg": 7,
          "stg": 0,
          "rescale": 0,
          "modality_scale": 3
        },
        "class_type": "GuiderParameters",
        "_meta": {
          "title": "🅛🅣🅧 Guider Parameters"
        }
      },
      "21": {
        "inputs": {
          "audioUI": "",
          "audio": [
            "14",
            0
          ]
        },
        "class_type": "PreviewAudio",
        "_meta": {
          "title": "PreviewAudio"
        }
      },
      "22": {
        "inputs": {
          "frame_rate": [
            "23",
            0
          ],
          "positive": [
            "3",
            0
          ],
          "negative": [
            "4",
            0
          ]
        },
        "class_type": "LTXVConditioning",
        "_meta": {
          "title": "LTXVConditioning"
        }
      },
      "23": {
        "inputs": {
          "value": 25
        },
        "class_type": "FloatConstant",
        "_meta": {
          "title": "Float Constant"
        }
      },
      "26": {
        "inputs": {
          "frames_number": [
            "27",
            0
          ],
          "frame_rate": [
            "42",
            0
          ],
          "batch_size": 1
        },
        "class_type": "LTXVEmptyLatentAudio",
        "_meta": {
          "title": "🅛🅣🅧 LTXV Empty Latent Audio"
        }
      },
      "27": {
        "inputs": {
          "value": 105
        },
        "class_type": "INTConstant",
        "_meta": {
          "title": "INT Constant"
        }
      },
      "28": {
        "inputs": {
          "video_latent": [
            "43",
            0
          ],
          "audio_latent": [
            "26",
            0
          ],
          "model": [
            "44",
            0
          ]
        },
        "class_type": "LTXVConcatAVLatent",
        "_meta": {
          "title": "🅛🅣🅧 LTXV Concat AV Latent"
        }
      },
      "29": {
        "inputs": {
          "av_latent": [
            "41",
            0
          ],
          "model": [
            "28",
            1
          ]
        },
        "class_type": "LTXVSeparateAVLatent",
        "_meta": {
          "title": "🅛🅣🅧 LTXV Separate AV Latent"
        }
      },
      "41": {
        "inputs": {
          "noise": [
            "11",
            0
          ],
          "guider": [
            "17",
            0
          ],
          "sampler": [
            "8",
            0
          ],
          "sigmas": [
            "9",
            0
          ],
          "latent_image": [
            "28",
            0
          ]
        },
        "class_type": "SamplerCustomAdvanced",
        "_meta": {
          "title": "SamplerCustomAdvanced"
        }
      },
      "42": {
        "inputs": {
          "a": [
            "23",
            0
          ]
        },
        "class_type": "CM_FloatToInt",
        "_meta": {
          "title": "FloatToInt"
        }
      },
      "43": {
        "inputs": {
          "width": 768,
          "height": 512,
          "length": [
            "27",
            0
          ],
          "batch_size": 1
        },
        "class_type": "EmptyLTXVLatentVideo",
        "_meta": {
          "title": "EmptyLTXVLatentVideo"
        }
      },
      "44": {
        "inputs": {
          "torch_compile": true,
          "disable_backup": false,
          "model": [
            "1",
            0
          ]
        },
        "class_type": "LTXVSequenceParallelMultiGPUPatcher",
        "_meta": {
          "title": "LTXVSequenceParallelMultiGPUPatcher"
        }
      },
      "45": {
        "inputs": {
          "frame_idx": 0,
          "strength": 1
        },
        "class_type": "LTXVAddGuide",
        "_meta": {
          "title": "LTXVAddGuide"
        }
      }
    },
    "comfy_fork_version": "feature/av_inference@a6994ed1",
    "VHS_latentpreview": false,
    "VHS_latentpreviewrate": 0,
    "VHS_MetadataImage": false,
    "VHS_KeepIntermediate": false
  },
  "version": 0.4
}