LTX-2_I2V_Distilled_wLora.json

{
  "id": "5775f45b-ae48-4889-b57c-dbdb70f74381",
  "revision": 0,
  "last_node_id": 5214,
  "last_link_id": 13953,
  "nodes": [
    {
      "id": 5185,
      "type": "EmptyImage",
      "pos": [
        -2667.561287475645,
        6824.636229314792
      ],
      "size": [
        210,
        130
      ],
      "flags": {},
      "order": 0,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "IMAGE",
          "type": "IMAGE",
          "links": [
            13943
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.5.1",
        "Node name for S&R": "EmptyImage"
      },
      "widgets_values": [
        1920,
        1088,
        1,
        0
      ]
    },
    {
      "id": 5186,
      "type": "PrimitiveInt",
      "pos": [
        -2669.265782707413,
        7006.326003754771
      ],
      "size": [
        210,
        82
      ],
      "flags": {},
      "order": 1,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "INT",
          "type": "INT",
          "links": [
            13944
          ]
        }
      ],
      "title": "length",
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.5.1",
        "Node name for S&R": "PrimitiveInt"
      },
      "widgets_values": [
        121,
        "fixed"
      ]
    },
    {
      "id": 5196,
      "type": "CM_FloatToInt",
      "pos": [
        -2673.4965346008653,
        7259.13385362648
      ],
      "size": [
        214.03773034527285,
        58
      ],
      "flags": {},
      "order": 13,
      "mode": 0,
      "inputs": [
        {
          "name": "a",
          "type": "FLOAT",
          "widget": {
            "name": "a"
          },
          "link": 13948
        }
      ],
      "outputs": [
        {
          "name": "INT",
          "type": "INT",
          "links": [
            13949
          ]
        }
      ],
      "title": "Frame Rate",
      "properties": {
        "Node name for S&R": "CM_FloatToInt"
      },
      "widgets_values": [
        0
      ]
    },
    {
      "id": 5190,
      "type": "CreateVideo",
      "pos": [
        -1150.8629295969438,
        6768.122273238377
      ],
      "size": [
        210,
        78
      ],
      "flags": {},
      "order": 20,
      "mode": 0,
      "inputs": [
        {
          "name": "images",
          "type": "IMAGE",
          "link": 13930
        },
        {
          "name": "audio",
          "shape": 7,
          "type": "AUDIO",
          "link": 13931
        },
        {
          "name": "fps",
          "type": "FLOAT",
          "widget": {
            "name": "fps"
          },
          "link": 13932
        }
      ],
      "outputs": [
        {
          "name": "VIDEO",
          "type": "VIDEO",
          "links": [
            13946
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.5.1",
        "Node name for S&R": "CreateVideo"
      },
      "widgets_values": [
        30
      ]
    },
    {
      "id": 4958,
      "type": "SaveVideo",
      "pos": [
        -908.3162271395863,
        6765.627599904565
      ],
      "size": [
        632.4072425120453,
        817.489191202842
      ],
      "flags": {},
      "order": 21,
      "mode": 0,
      "inputs": [
        {
          "name": "video",
          "type": "VIDEO",
          "link": 13946
        }
      ],
      "outputs": [],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.5.1"
      },
      "widgets_values": [
        "video/LTX-2",
        "auto",
        "auto"
      ]
    },
    {
      "id": 5184,
      "type": "PrimitiveFloat",
      "pos": [
        -2674.0643381993596,
        7141.5495111297
      ],
      "size": [
        219.3647216161935,
        58
      ],
      "flags": {},
      "order": 2,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "FLOAT",
          "type": "FLOAT",
          "links": [
            13923,
            13932,
            13948
          ]
        }
      ],
      "title": "Frame Rate",
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.5.1",
        "Node name for S&R": "PrimitiveFloat"
      },
      "widgets_values": [
        24
      ]
    },
    {
      "id": 5176,
      "type": "CheckpointLoaderSimple",
      "pos": [
        -3163.6484542778676,
        6835.212679199566
      ],
      "size": [
        429.0602433593749,
        115.06840156250018
      ],
      "flags": {},
      "order": 3,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": [
            13934,
            13947
          ]
        },
        {
          "name": "CLIP",
          "type": "CLIP",
          "links": []
        },
        {
          "name": "VAE",
          "type": "VAE",
          "links": [
            13939
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.56",
        "Node name for S&R": "CheckpointLoaderSimple"
      },
      "widgets_values": [
        "ltx-2-19b-distilled.safetensors"
      ]
    },
    {
      "id": 5188,
      "type": "LTXVAudioVAELoader",
      "pos": [
        -3153.75563617144,
        7313.4443822788235
      ],
      "size": [
        424.18031362607053,
        58
      ],
      "flags": {},
      "order": 4,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "Audio VAE",
          "type": "VAE",
          "links": [
            13935
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.64",
        "Node name for S&R": "LTXVAudioVAELoader"
      },
      "widgets_values": [
        "ltx-2-19b-distilled.safetensors"
      ]
    },
    {
      "id": 5182,
      "type": "LoraLoaderModelOnly",
      "pos": [
        -1958.7895251485363,
        6623.839323304449
      ],
      "size": [
        210,
        82
      ],
      "flags": {},
      "order": 14,
      "mode": 4,
      "inputs": [
        {
          "name": "model",
          "type": "MODEL",
          "link": 13934
        }
      ],
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": [
            13941
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.68",
        "Node name for S&R": "LoraLoaderModelOnly"
      },
      "widgets_values": [
        "your_camera_lora.safetensors",
        1
      ]
    },
    {
      "id": 5183,
      "type": "LoraLoaderModelOnly",
      "pos": [
        -1740.2505912634988,
        6624.698937379894
      ],
      "size": [
        210,
        82
      ],
      "flags": {},
      "order": 15,
      "mode": 4,
      "inputs": [
        {
          "name": "model",
          "type": "MODEL",
          "link": 13947
        }
      ],
      "outputs": [
        {
          "name": "MODEL",
          "type": "MODEL",
          "links": [
            13936
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.68",
        "Node name for S&R": "LoraLoaderModelOnly"
      },
      "widgets_values": [
        "your_camera_lora.safetensors",
        1
      ]
    },
    {
      "id": 5174,
      "type": "CLIPTextEncode",
      "pos": [
        -1674.9082842387786,
        7164.805578586365
      ],
      "size": [
        307.2346496582031,
        76
      ],
      "flags": {
        "collapsed": true
      },
      "order": 17,
      "mode": 0,
      "inputs": [
        {
          "name": "clip",
          "type": "CLIP",
          "link": 13924
        },
        {
          "name": "text",
          "type": "STRING",
          "widget": {
            "name": "text"
          },
          "link": 13925
        }
      ],
      "outputs": [
        {
          "name": "CONDITIONING",
          "type": "CONDITIONING",
          "slot_index": 0,
          "links": [
            13921,
            13950
          ]
        }
      ],
      "title": "Enhanced Prompt (Positive)",
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.28",
        "Node name for S&R": "CLIPTextEncode"
      },
      "widgets_values": [
        ""
      ],
      "color": "#232",
      "bgcolor": "#353"
    },
    {
      "id": 5173,
      "type": "LTXVConditioning",
      "pos": [
        -1670.0361297856184,
        7232.400593532743
      ],
      "size": [
        210,
        94
      ],
      "flags": {},
      "order": 18,
      "mode": 0,
      "inputs": [
        {
          "name": "positive",
          "type": "CONDITIONING",
          "link": 13921
        },
        {
          "name": "negative",
          "type": "CONDITIONING",
          "link": 13950
        },
        {
          "name": "frame_rate",
          "type": "FLOAT",
          "widget": {
            "name": "frame_rate"
          },
          "link": 13923
        }
      ],
      "outputs": [
        {
          "name": "positive",
          "type": "CONDITIONING",
          "slot_index": 0,
          "links": [
            13937
          ]
        },
        {
          "name": "negative",
          "type": "CONDITIONING",
          "slot_index": 1,
          "links": [
            13938
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.28",
        "Node name for S&R": "LTXVConditioning"
      },
      "widgets_values": [
        25
      ]
    },
    {
      "id": 5210,
      "type": "LatentUpscaleModelLoader",
      "pos": [
        -3139.869216300637,
        7005.9900104735725
      ],
      "size": [
        399.6787452278271,
        58
      ],
      "flags": {},
      "order": 5,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "LATENT_UPSCALE_MODEL",
          "type": "LATENT_UPSCALE_MODEL",
          "links": [
            13953
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.7.0",
        "Node name for S&R": "LatentUpscaleModelLoader"
      },
      "widgets_values": [
        "ltx-2-spatial-upscaler-x2-1.0.safetensors"
      ]
    },
    {
      "id": 5213,
      "type": "MarkdownNote",
      "pos": [
        -2682.3402563401937,
        6633.478072231158
      ],
      "size": [
        240.16187366614236,
        98.41687371924309
      ],
      "flags": {
        "collapsed": false
      },
      "order": 6,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "title": "Video Size",
      "properties": {},
      "widgets_values": [
        "Width & height settings must be divisible by 64. \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": "#432",
      "bgcolor": "#653"
    },
    {
      "id": 5214,
      "type": "MarkdownNote",
      "pos": [
        -1985.053544501217,
        6321.755714756273
      ],
      "size": [
        469.5872194653941,
        209.10385276580928
      ],
      "flags": {
        "collapsed": false
      },
      "order": 7,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "title": "LoRA",
      "properties": {},
      "widgets_values": [
        "# Using LoRAs\n**Ctrl + B to enable**\n\nFor the camera LoRA we recommend setting strength = 1\n\nYou can use LTX [Ready to use camera LoRAs](https://huggingface.co/collections/Lightricks/ltx-2)\n\n\n\n\nUse a second LoRa only when the details are important in the LoRa. \n\n## Training\nWe have made available a full trainer to help you to train your own LoRA. You can [find it here](https://github.com/Lightricks/LTX-2)."
      ],
      "color": "#432",
      "bgcolor": "#653"
    },
    {
      "id": 5192,
      "type": "LTXVGemmaEnhancePrompt",
      "pos": [
        -1661.3146912335997,
        7116.792700532783
      ],
      "size": [
        361.2680247659398,
        425.1336513712222
      ],
      "flags": {
        "collapsed": true
      },
      "order": 16,
      "mode": 0,
      "inputs": [
        {
          "name": "clip",
          "type": "CLIP",
          "link": 13926
        },
        {
          "name": "image",
          "shape": 7,
          "type": "IMAGE",
          "link": 13927
        },
        {
          "name": "prompt",
          "type": "STRING",
          "widget": {
            "name": "prompt"
          },
          "link": 13928
        }
      ],
      "outputs": [
        {
          "name": "enhanced_prompt",
          "type": "STRING",
          "links": [
            13925
          ]
        }
      ],
      "title": "Enhancer",
      "properties": {
        "Node name for S&R": "LTXVGemmaEnhancePrompt"
      },
      "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.",
        512,
        false,
        42,
        "randomize"
      ]
    },
    {
      "id": 5178,
      "type": "LTXVGemmaCLIPModelLoader",
      "pos": [
        -3158.5490398695288,
        7158.821506282883
      ],
      "size": [
        421.93656760943577,
        106
      ],
      "flags": {},
      "order": 8,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "clip",
          "type": "CLIP",
          "links": [
            13924,
            13926
          ]
        }
      ],
      "properties": {
        "Node name for S&R": "LTXVGemmaCLIPModelLoader",
        "widget_ue_connectable": {
          "model_path": true,
          "max_length": true
        }
      },
      "widgets_values": [
        "gemma-3-12b-it-qat-q4_0-unquantized/model-00001-of-00005.safetensors",
        "ltx-2-19b-distilled.safetensors",
        1024
      ]
    },
    {
      "id": 5175,
      "type": "PrimitiveStringMultiline",
      "pos": [
        -1990.592849503922,
        6831.482572842548
      ],
      "size": [
        281.93625497178095,
        424.68799816112823
      ],
      "flags": {},
      "order": 9,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "STRING",
          "type": "STRING",
          "links": [
            13928
          ]
        }
      ],
      "title": "Positive Prompt",
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.5.1",
        "Node name for S&R": "PrimitiveStringMultiline"
      },
      "widgets_values": [
        "a 3d animated movie scene shows the wise elderly owl on the left saying to a baby owl to his right, with a raspy deep voice: \"focus, close your eyes, and flap!\". we then see the little owl jump off the branch screaming in fear and disappear. the the elder owl remains standing on the branch with a disappointed face. the camera remains static in place"
      ],
      "color": "#232",
      "bgcolor": "#353"
    },
    {
      "id": 5180,
      "type": "LoadImage",
      "pos": [
        -2403.4019881614336,
        6835.8261958245885
      ],
      "size": [
        395.509854028056,
        433.14022877831576
      ],
      "flags": {},
      "order": 10,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "IMAGE",
          "type": "IMAGE",
          "links": [
            13927,
            13940
          ]
        },
        {
          "name": "MASK",
          "type": "MASK",
          "links": []
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.56",
        "Node name for S&R": "LoadImage"
      },
      "widgets_values": [
        "distilled image.png",
        "image"
      ]
    },
    {
      "id": 5189,
      "type": "3eaa20c4-5842-4fe4-87df-c0a7e83a6a78",
      "pos": [
        -1379.4257023380126,
        6768.8821355425025
      ],
      "size": [
        210,
        334
      ],
      "flags": {},
      "order": 19,
      "mode": 0,
      "inputs": [
        {
          "label": "model stage 1",
          "name": "model_1",
          "type": "MODEL",
          "link": 13941
        },
        {
          "label": "model stage 2",
          "name": "model",
          "type": "MODEL",
          "link": 13936
        },
        {
          "label": "upscale model",
          "name": "upscale_model_1",
          "type": "LATENT_UPSCALE_MODEL",
          "link": 13953
        },
        {
          "name": "positive",
          "type": "CONDITIONING",
          "link": 13937
        },
        {
          "name": "negative",
          "type": "CONDITIONING",
          "link": 13938
        },
        {
          "label": "images",
          "name": "images",
          "type": "IMAGE",
          "link": 13940
        },
        {
          "name": "vae",
          "type": "VAE",
          "link": 13939
        },
        {
          "label": "audio vae",
          "name": "audio_vae",
          "type": "VAE",
          "link": 13935
        },
        {
          "label": "empty latent image",
          "name": "image_1",
          "type": "IMAGE",
          "link": 13943
        },
        {
          "name": "length",
          "type": "INT",
          "widget": {
            "name": "length"
          },
          "link": 13944
        },
        {
          "label": "frame rate",
          "name": "frame_rate",
          "type": "INT",
          "widget": {
            "name": "frame_rate"
          },
          "link": 13949
        },
        {
          "label": "image strength",
          "name": "strength",
          "type": "FLOAT",
          "widget": {
            "name": "strength"
          },
          "link": null
        },
        {
          "label": "noise seed",
          "name": "noise_seed",
          "type": "INT",
          "widget": {
            "name": "noise_seed"
          },
          "link": null
        }
      ],
      "outputs": [
        {
          "label": "images",
          "name": "images",
          "type": "IMAGE",
          "links": [
            13930
          ]
        },
        {
          "label": "audio",
          "name": "audio",
          "type": "AUDIO",
          "links": [
            13931
          ]
        }
      ],
      "properties": {
        "proxyWidgets": [
          [
            "-1",
            "length"
          ],
          [
            "-1",
            "frame_rate"
          ],
          [
            "-1",
            "strength"
          ],
          [
            "-1",
            "noise_seed"
          ],
          [
            "5111",
            "control_after_generate"
          ]
        ],
        "cnr_id": "comfy-core",
        "ver": "0.5.1"
      },
      "widgets_values": [
        121,
        25,
        0.6,
        42
      ]
    },
    {
      "id": 5211,
      "type": "MarkdownNote",
      "pos": [
        -3620.0939157608577,
        7287.881055902407
      ],
      "size": [
        420.9178919734818,
        209.33158232705227
      ],
      "flags": {
        "collapsed": false
      },
      "order": 11,
      "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": "#432",
      "bgcolor": "#653"
    },
    {
      "id": 5212,
      "type": "MarkdownNote",
      "pos": [
        -3627.789651297241,
        6716.012179425959
      ],
      "size": [
        427.8617596510994,
        529.3430202216196
      ],
      "flags": {
        "collapsed": false
      },
      "order": 12,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "title": "Model Links",
      "properties": {},
      "widgets_values": [
        "## Model Links\n\n**LTX-2 Model Weights**\n\n- [ltx-2-19b-distilled.safetensors](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-distilled.safetensors)\n- [ ltx-2-spatial-upscaler-x2-1.0.safetensors ](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-spatial-upscaler-x2-1.0.safetensors)\n\n**Text Encoder**\n- [Google Gemma 3](https://huggingface.co/google/gemma-3-12b-it-qat-q4_0-unquantized)\n\nPlease download the entire folder - \n\n- Run: \n 1. cd models/text_encoders\n 2. git clone https://huggingface.co/google/gemma-3-12b-it-qat-q4_0-unquantized\n\n*Full documentation can be found [here](https://docs.ltx.video/open-source-model/integration-tools/comfy-ui#text-encoder)\n\n\n**Model Storage Location**\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│   ├── 📂 text_encoders/\n│   │      ├── gemma-3-12b-it-qat-q4_0-unquantized/model-00001-of-00005.safetensors\n│   ├── 📂 checkpoints/\n│   │      └── ltx-2-19b-distilled.safetensors\n│   ├── 📂 latent_upscale_models/ \n           └── ltx-2-spatial-upscaler-x2-1.0.safetensors\n```\n**Assets**\n- [distilled image](https://github.com/Lightricks/ComfyUI-LTXVideo/blob/master/example_workflows/assets/distilled%20image.png)\n\n## Report Issues\nTo report any issues when running this workflow, [go to GitHub](https://github.com/Lightricks/ComfyUI-LTXVideo/issues)\n"
      ],
      "color": "#432",
      "bgcolor": "#653"
    }
  ],
  "links": [
    [
      13921,
      5174,
      0,
      5173,
      0,
      "CONDITIONING"
    ],
    [
      13923,
      5184,
      0,
      5173,
      2,
      "FLOAT"
    ],
    [
      13924,
      5178,
      0,
      5174,
      0,
      "CLIP"
    ],
    [
      13925,
      5192,
      0,
      5174,
      1,
      "STRING"
    ],
    [
      13926,
      5178,
      0,
      5192,
      0,
      "CLIP"
    ],
    [
      13927,
      5180,
      0,
      5192,
      1,
      "IMAGE"
    ],
    [
      13928,
      5175,
      0,
      5192,
      2,
      "STRING"
    ],
    [
      13930,
      5189,
      0,
      5190,
      0,
      "IMAGE"
    ],
    [
      13931,
      5189,
      1,
      5190,
      1,
      "AUDIO"
    ],
    [
      13932,
      5184,
      0,
      5190,
      2,
      "FLOAT"
    ],
    [
      13934,
      5176,
      0,
      5182,
      0,
      "MODEL"
    ],
    [
      13935,
      5188,
      0,
      5189,
      7,
      "VAE"
    ],
    [
      13936,
      5183,
      0,
      5189,
      1,
      "MODEL"
    ],
    [
      13937,
      5173,
      0,
      5189,
      3,
      "CONDITIONING"
    ],
    [
      13938,
      5173,
      1,
      5189,
      4,
      "CONDITIONING"
    ],
    [
      13939,
      5176,
      2,
      5189,
      6,
      "VAE"
    ],
    [
      13940,
      5180,
      0,
      5189,
      5,
      "IMAGE"
    ],
    [
      13941,
      5182,
      0,
      5189,
      0,
      "MODEL"
    ],
    [
      13943,
      5185,
      0,
      5189,
      8,
      "IMAGE"
    ],
    [
      13944,
      5186,
      0,
      5189,
      9,
      "INT"
    ],
    [
      13946,
      5190,
      0,
      4958,
      0,
      "VIDEO"
    ],
    [
      13947,
      5176,
      0,
      5183,
      0,
      "MODEL"
    ],
    [
      13948,
      5184,
      0,
      5196,
      0,
      "FLOAT"
    ],
    [
      13949,
      5196,
      0,
      5189,
      10,
      "INT"
    ],
    [
      13950,
      5174,
      0,
      5173,
      1,
      "CONDITIONING"
    ],
    [
      13953,
      5210,
      0,
      5189,
      2,
      "LATENT_UPSCALE_MODEL"
    ]
  ],
  "groups": [
    {
      "id": 4,
      "title": "Step 3 - Inputs",
      "bounding": [
        -2420.84488474701,
        6747.154503038371,
        995.3365827564689,
        625.8279406844704
      ],
      "color": "#3f789e",
      "font_size": 24,
      "flags": {},
      "nodes": [
        5174,
        5173,
        5192,
        5175,
        5180
      ]
    },
    {
      "id": 9,
      "title": "Step 2 - Video Size",
      "bounding": [
        -2684.125121018892,
        6751.0490848705895,
        240.0490999140552,
        586.1961269469566
      ],
      "color": "#3f789e",
      "font_size": 24,
      "flags": {},
      "nodes": [
        5185,
        5186,
        5196,
        5184
      ]
    },
    {
      "id": 21,
      "title": "LoRA",
      "bounding": [
        -1983.0770587463846,
        6545.797653275283,
        479.4688431108343,
        177.31430712103975
      ],
      "color": "#3f789e",
      "font_size": 24,
      "flags": {},
      "nodes": [
        5182,
        5183
      ]
    },
    {
      "id": 22,
      "title": "Enhancer",
      "bounding": [
        -1688.8010406630676,
        7043.700001927237,
        244.63094702204353,
        309.8288989962266
      ],
      "color": "#3f789e",
      "font_size": 24,
      "flags": {},
      "nodes": [
        5174,
        5173,
        5192
      ]
    },
    {
      "id": 23,
      "title": "Step 1 - Load Model",
      "bounding": [
        -3180.6077738864583,
        6754.664082153714,
        464.33466823295885,
        650.2567831730612
      ],
      "color": "#3f789e",
      "font_size": 24,
      "flags": {},
      "nodes": [
        5176,
        5188,
        5210,
        5178
      ]
    }
  ],
  "definitions": {
    "subgraphs": [
      {
        "id": "3eaa20c4-5842-4fe4-87df-c0a7e83a6a78",
        "version": 1,
        "state": {
          "lastGroupId": 21,
          "lastNodeId": 5255,
          "lastLinkId": 14021,
          "lastRerouteId": 0
        },
        "revision": 0,
        "config": {},
        "name": "Samplers",
        "inputNode": {
          "id": -10,
          "bounding": [
            -2405.4539083458367,
            7076.9419037350135,
            148.486328125,
            300
          ]
        },
        "outputNode": {
          "id": -20,
          "bounding": [
            1369.3439303518326,
            7236.156753780331,
            120,
            80
          ]
        },
        "inputs": [
          {
            "id": "71ca4745-1c3a-4a61-9d92-300488400c37",
            "name": "model_1",
            "type": "MODEL",
            "linkIds": [
              13795
            ],
            "localized_name": "model_1",
            "label": "model stage 1",
            "pos": [
              -2276.9675802208367,
              7096.9419037350135
            ]
          },
          {
            "id": "a10e65a4-1693-4f79-af91-df52348d8ba6",
            "name": "model",
            "type": "MODEL",
            "linkIds": [
              13773
            ],
            "localized_name": "model",
            "label": "model stage 2",
            "pos": [
              -2276.9675802208367,
              7116.9419037350135
            ]
          },
          {
            "id": "eb75f230-7ee8-4ded-9ae5-6a91683ef3ba",
            "name": "upscale_model_1",
            "type": "LATENT_UPSCALE_MODEL",
            "linkIds": [
              14016
            ],
            "label": "upscale model",
            "pos": [
              -2276.9675802208367,
              7136.9419037350135
            ]
          },
          {
            "id": "51b261bb-8435-4d95-8a18-ac4f73755c0c",
            "name": "positive",
            "type": "CONDITIONING",
            "linkIds": [
              13982
            ],
            "localized_name": "positive",
            "pos": [
              -2276.9675802208367,
              7156.9419037350135
            ]
          },
          {
            "id": "195c5a01-7b49-45f9-8f10-51cb35fcc9cd",
            "name": "negative",
            "type": "CONDITIONING",
            "linkIds": [
              13873,
              13874
            ],
            "localized_name": "negative",
            "pos": [
              -2276.9675802208367,
              7176.9419037350135
            ]
          },
          {
            "id": "2cb65653-a808-497d-a70c-ee77e703decb",
            "name": "images",
            "type": "IMAGE",
            "linkIds": [
              13983
            ],
            "localized_name": "image",
            "label": "images",
            "pos": [
              -2276.9675802208367,
              7196.9419037350135
            ]
          },
          {
            "id": "bfd99171-d1ee-4978-9abc-7448f4dc89d4",
            "name": "vae",
            "type": "VAE",
            "linkIds": [
              14003,
              14009,
              14015,
              14018
            ],
            "localized_name": "vae",
            "pos": [
              -2276.9675802208367,
              7216.9419037350135
            ]
          },
          {
            "id": "1ac328c2-164e-4d67-bbd0-6e385c486f10",
            "name": "audio_vae",
            "type": "VAE",
            "linkIds": [
              13777,
              13875,
              13887
            ],
            "localized_name": "audio_vae",
            "label": "audio vae",
            "pos": [
              -2276.9675802208367,
              7236.9419037350135
            ]
          },
          {
            "id": "4ec6deea-0deb-4218-b56b-2a8996373674",
            "name": "image_1",
            "type": "IMAGE",
            "linkIds": [
              13731
            ],
            "localized_name": "image_1",
            "label": "empty latent image",
            "pos": [
              -2276.9675802208367,
              7256.9419037350135
            ]
          },
          {
            "id": "5fd66fb8-b242-4aa1-944a-072d6065980e",
            "name": "length",
            "type": "INT",
            "linkIds": [
              13848,
              13884
            ],
            "localized_name": "length",
            "pos": [
              -2276.9675802208367,
              7276.9419037350135
            ]
          },
          {
            "id": "5e979a20-e2b8-48cd-bb03-7be8ff5d3ac6",
            "name": "frame_rate",
            "type": "INT",
            "linkIds": [
              13885
            ],
            "localized_name": "frame_rate",
            "label": "frame rate",
            "pos": [
              -2276.9675802208367,
              7296.9419037350135
            ]
          },
          {
            "id": "d1187c2f-4dda-4f49-8285-7a698b84fe50",
            "name": "strength",
            "type": "FLOAT",
            "linkIds": [
              14021
            ],
            "label": "image strength",
            "pos": [
              -2276.9675802208367,
              7316.9419037350135
            ]
          },
          {
            "id": "583b66b3-91ac-47d2-ba96-4d25dc17531c",
            "name": "noise_seed",
            "type": "INT",
            "linkIds": [
              13979
            ],
            "label": "noise seed",
            "pos": [
              -2276.9675802208367,
              7336.9419037350135
            ]
          }
        ],
        "outputs": [
          {
            "id": "f0eeed00-7844-4fb1-af4a-9ec2f5c8616d",
            "name": "images",
            "type": "IMAGE",
            "linkIds": [
              14004
            ],
            "localized_name": "IMAGE",
            "label": "images",
            "pos": [
              1389.3439303518326,
              7256.156753780331
            ]
          },
          {
            "id": "ddb3cf02-4194-4e1c-bafa-0bf26acba0d6",
            "name": "audio",
            "type": "AUDIO",
            "linkIds": [
              13778
            ],
            "localized_name": "Audio",
            "label": "audio",
            "pos": [
              1389.3439303518326,
              7276.156753780331
            ]
          }
        ],
        "widgets": [],
        "nodes": [
          {
            "id": 5114,
            "type": "LTXVSeparateAVLatent",
            "pos": [
              -732.6452767813721,
              7377.1267371174845
            ],
            "size": [
              193.2916015625,
              46
            ],
            "flags": {},
            "order": 16,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "av_latent",
                "name": "av_latent",
                "type": "LATENT",
                "link": 13792
              }
            ],
            "outputs": [
              {
                "localized_name": "video_latent",
                "name": "video_latent",
                "type": "LATENT",
                "links": [
                  14014
                ]
              },
              {
                "localized_name": "audio_latent",
                "name": "audio_latent",
                "type": "LATENT",
                "links": [
                  13790
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.5.1",
              "Node name for S&R": "LTXVSeparateAVLatent"
            },
            "widgets_values": []
          },
          {
            "id": 5108,
            "type": "LTXVConcatAVLatent",
            "pos": [
              -1258.055847618737,
              7251.531760995643
            ],
            "size": [
              181.308203125,
              46
            ],
            "flags": {},
            "order": 12,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "video_latent",
                "name": "video_latent",
                "type": "LATENT",
                "link": 14017
              },
              {
                "localized_name": "audio_latent",
                "name": "audio_latent",
                "type": "LATENT",
                "link": 13886
              }
            ],
            "outputs": [
              {
                "localized_name": "latent",
                "name": "latent",
                "type": "LATENT",
                "links": [
                  13787
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.5.1",
              "Node name for S&R": "LTXVConcatAVLatent"
            },
            "widgets_values": []
          },
          {
            "id": 5107,
            "type": "SamplerCustomAdvanced",
            "pos": [
              -737.6904013919982,
              7193.139741810358
            ],
            "size": [
              212.3638671875,
              130
            ],
            "flags": {},
            "order": 11,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "noise",
                "name": "noise",
                "type": "NOISE",
                "link": 13783
              },
              {
                "localized_name": "guider",
                "name": "guider",
                "type": "GUIDER",
                "link": 13784
              },
              {
                "localized_name": "sampler",
                "name": "sampler",
                "type": "SAMPLER",
                "link": 13785
              },
              {
                "localized_name": "sigmas",
                "name": "sigmas",
                "type": "SIGMAS",
                "link": 13974
              },
              {
                "localized_name": "latent_image",
                "name": "latent_image",
                "type": "LATENT",
                "link": 13787
              }
            ],
            "outputs": [
              {
                "localized_name": "output",
                "name": "output",
                "type": "LATENT",
                "links": []
              },
              {
                "localized_name": "denoised_output",
                "name": "denoised_output",
                "type": "LATENT",
                "links": [
                  13792
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.3.71",
              "Node name for S&R": "SamplerCustomAdvanced"
            },
            "widgets_values": []
          },
          {
            "id": 5232,
            "type": "ManualSigmas",
            "pos": [
              -1043.7046455385591,
              7385.436144947792
            ],
            "size": [
              270,
              58
            ],
            "flags": {},
            "order": 0,
            "mode": 0,
            "inputs": [],
            "outputs": [
              {
                "localized_name": "SIGMAS",
                "name": "SIGMAS",
                "type": "SIGMAS",
                "links": [
                  13974
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.5.1",
              "Node name for S&R": "ManualSigmas"
            },
            "widgets_values": [
              "1., 0.99375, 0.9875, 0.98125, 0.975, 0.909375, 0.725, 0.421875, 0.0"
            ]
          },
          {
            "id": 5100,
            "type": "SamplerCustomAdvanced",
            "pos": [
              690.6164023957293,
              7219.184093546554
            ],
            "size": [
              212.3638671875,
              106
            ],
            "flags": {},
            "order": 8,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "noise",
                "name": "noise",
                "type": "NOISE",
                "link": 13768
              },
              {
                "localized_name": "guider",
                "name": "guider",
                "type": "GUIDER",
                "link": 13769
              },
              {
                "localized_name": "sampler",
                "name": "sampler",
                "type": "SAMPLER",
                "link": 13770
              },
              {
                "localized_name": "sigmas",
                "name": "sigmas",
                "type": "SIGMAS",
                "link": 13975
              },
              {
                "localized_name": "latent_image",
                "name": "latent_image",
                "type": "LATENT",
                "link": 13801
              }
            ],
            "outputs": [
              {
                "localized_name": "output",
                "name": "output",
                "type": "LATENT",
                "links": []
              },
              {
                "localized_name": "denoised_output",
                "name": "denoised_output",
                "type": "LATENT",
                "links": [
                  13766
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.3.71",
              "Node name for S&R": "SamplerCustomAdvanced"
            },
            "widgets_values": []
          },
          {
            "id": 5097,
            "type": "RandomNoise",
            "pos": [
              686.4456160639401,
              7095.864423615211
            ],
            "size": [
              270,
              82
            ],
            "flags": {
              "collapsed": false
            },
            "order": 1,
            "mode": 0,
            "inputs": [],
            "outputs": [
              {
                "localized_name": "NOISE",
                "name": "NOISE",
                "type": "NOISE",
                "links": [
                  13768
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.3.71",
              "Node name for S&R": "RandomNoise"
            },
            "widgets_values": [
              420,
              "fixed"
            ]
          },
          {
            "id": 5099,
            "type": "KSamplerSelect",
            "pos": [
              338.14989132663896,
              7242.92266233164
            ],
            "size": [
              210,
              74
            ],
            "flags": {},
            "order": 2,
            "mode": 0,
            "inputs": [],
            "outputs": [
              {
                "localized_name": "SAMPLER",
                "name": "SAMPLER",
                "type": "SAMPLER",
                "links": [
                  13770
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.3.71",
              "Node name for S&R": "KSamplerSelect"
            },
            "widgets_values": [
              "euler"
            ]
          },
          {
            "id": 5098,
            "type": "CFGGuider",
            "pos": [
              342.99719214991836,
              7086.5423734626065
            ],
            "size": [
              270,
              98
            ],
            "flags": {},
            "order": 7,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "model",
                "name": "model",
                "type": "MODEL",
                "link": 13773
              },
              {
                "localized_name": "positive",
                "name": "positive",
                "type": "CONDITIONING",
                "link": 13987
              },
              {
                "localized_name": "negative",
                "name": "negative",
                "type": "CONDITIONING",
                "link": 13873
              }
            ],
            "outputs": [
              {
                "localized_name": "GUIDER",
                "name": "GUIDER",
                "type": "GUIDER",
                "links": [
                  13769
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.3.71",
              "Node name for S&R": "CFGGuider"
            },
            "widgets_values": [
              1
            ]
          },
          {
            "id": 5233,
            "type": "ManualSigmas",
            "pos": [
              339.9793212096197,
              7392.955740956727
            ],
            "size": [
              270,
              58
            ],
            "flags": {},
            "order": 3,
            "mode": 0,
            "inputs": [],
            "outputs": [
              {
                "localized_name": "SIGMAS",
                "name": "SIGMAS",
                "type": "SIGMAS",
                "links": [
                  13975
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.5.1",
              "Node name for S&R": "ManualSigmas"
            },
            "widgets_values": [
              "0.909375, 0.725, 0.421875, 0.0"
            ]
          },
          {
            "id": 5109,
            "type": "KSamplerSelect",
            "pos": [
              -1040.152081880716,
              7080.02010802496
            ],
            "size": [
              210,
              74
            ],
            "flags": {},
            "order": 4,
            "mode": 0,
            "inputs": [],
            "outputs": [
              {
                "localized_name": "SAMPLER",
                "name": "SAMPLER",
                "type": "SAMPLER",
                "links": [
                  13785
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.3.71",
              "Node name for S&R": "KSamplerSelect"
            },
            "widgets_values": [
              "euler"
            ]
          },
          {
            "id": 5110,
            "type": "CFGGuider",
            "pos": [
              -1062.2597254135844,
              7201.509934672161
            ],
            "size": [
              270,
              114
            ],
            "flags": {},
            "order": 13,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "model",
                "name": "model",
                "type": "MODEL",
                "link": 13795
              },
              {
                "localized_name": "positive",
                "name": "positive",
                "type": "CONDITIONING",
                "link": 13986
              },
              {
                "localized_name": "negative",
                "name": "negative",
                "type": "CONDITIONING",
                "link": 13874
              }
            ],
            "outputs": [
              {
                "localized_name": "GUIDER",
                "name": "GUIDER",
                "type": "GUIDER",
                "links": [
                  13784
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.3.71",
              "Node name for S&R": "CFGGuider"
            },
            "widgets_values": [
              1
            ]
          },
          {
            "id": 5152,
            "type": "LTXVEmptyLatentAudio",
            "pos": [
              -1608.5924448398566,
              7397.63130106673
            ],
            "size": [
              259.85859562321775,
              106
            ],
            "flags": {
              "collapsed": false
            },
            "order": 18,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "audio_vae",
                "name": "audio_vae",
                "type": "VAE",
                "link": 13887
              },
              {
                "localized_name": "frames_number",
                "name": "frames_number",
                "type": "INT",
                "widget": {
                  "name": "frames_number"
                },
                "link": 13884
              },
              {
                "localized_name": "frame_rate",
                "name": "frame_rate",
                "type": "INT",
                "widget": {
                  "name": "frame_rate"
                },
                "link": 13885
              }
            ],
            "outputs": [
              {
                "localized_name": "Latent",
                "name": "Latent",
                "type": "LATENT",
                "links": [
                  13886
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.3.64",
              "Node name for S&R": "LTXVEmptyLatentAudio"
            },
            "widgets_values": [
              121,
              25,
              1
            ]
          },
          {
            "id": 5069,
            "type": "GetImageSize",
            "pos": [
              -2141.2686243659996,
              7283.585823875924
            ],
            "size": [
              140,
              66
            ],
            "flags": {
              "collapsed": false
            },
            "order": 5,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "image",
                "name": "image",
                "type": "IMAGE",
                "link": 13730
              }
            ],
            "outputs": [
              {
                "localized_name": "width",
                "name": "width",
                "type": "INT",
                "links": [
                  13846
                ]
              },
              {
                "localized_name": "height",
                "name": "height",
                "type": "INT",
                "links": [
                  13847
                ]
              },
              {
                "localized_name": "batch_size",
                "name": "batch_size",
                "type": "INT",
                "links": []
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.5.1",
              "Node name for S&R": "GetImageSize"
            },
            "widgets_values": []
          },
          {
            "id": 5104,
            "type": "LTXVSeparateAVLatent",
            "pos": [
              689.3776654322686,
              7404.39394928029
            ],
            "size": [
              206.17372022529744,
              46
            ],
            "flags": {},
            "order": 10,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "av_latent",
                "name": "av_latent",
                "type": "LATENT",
                "link": 13766
              }
            ],
            "outputs": [
              {
                "localized_name": "video_latent",
                "name": "video_latent",
                "type": "LATENT",
                "links": [
                  14002
                ]
              },
              {
                "localized_name": "audio_latent",
                "name": "audio_latent",
                "type": "LATENT",
                "links": [
                  13772
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.5.1",
              "Node name for S&R": "LTXVSeparateAVLatent"
            },
            "widgets_values": []
          },
          {
            "id": 5103,
            "type": "LTXVAudioVAEDecode",
            "pos": [
              999.0524078952724,
              7386.452597591905
            ],
            "size": [
              226.04237642027056,
              46
            ],
            "flags": {
              "collapsed": false
            },
            "order": 9,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "samples",
                "name": "samples",
                "type": "LATENT",
                "link": 13772
              },
              {
                "localized_name": "audio_vae",
                "name": "audio_vae",
                "type": "VAE",
                "link": 13777
              }
            ],
            "outputs": [
              {
                "localized_name": "Audio",
                "name": "Audio",
                "type": "AUDIO",
                "links": [
                  13778
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.3.64",
              "Node name for S&R": "LTXVAudioVAEDecode"
            },
            "widgets_values": []
          },
          {
            "id": 5245,
            "type": "LTXVSpatioTemporalTiledVAEDecode",
            "pos": [
              995.402882337661,
              7116.577393357455
            ],
            "size": [
              354.8384765625,
              222
            ],
            "flags": {
              "collapsed": false
            },
            "order": 22,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "vae",
                "name": "vae",
                "type": "VAE",
                "link": 14003
              },
              {
                "localized_name": "latents",
                "name": "latents",
                "type": "LATENT",
                "link": 14002
              }
            ],
            "outputs": [
              {
                "localized_name": "image",
                "name": "image",
                "type": "IMAGE",
                "links": [
                  14004
                ]
              }
            ],
            "properties": {
              "Node name for S&R": "LTXVSpatioTemporalTiledVAEDecode"
            },
            "widgets_values": [
              4,
              4,
              16,
              4,
              false,
              "auto",
              "auto"
            ]
          },
          {
            "id": 5138,
            "type": "EmptyLTXVLatentVideo",
            "pos": [
              -1917.727234027639,
              7191.423461853433
            ],
            "size": [
              264.6255075776412,
              158.23828815113302
            ],
            "flags": {},
            "order": 17,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "width",
                "name": "width",
                "type": "INT",
                "widget": {
                  "name": "width"
                },
                "link": 13846
              },
              {
                "localized_name": "height",
                "name": "height",
                "type": "INT",
                "widget": {
                  "name": "height"
                },
                "link": 13847
              },
              {
                "localized_name": "length",
                "name": "length",
                "type": "INT",
                "widget": {
                  "name": "length"
                },
                "link": 13848
              }
            ],
            "outputs": [
              {
                "localized_name": "LATENT",
                "name": "LATENT",
                "type": "LATENT",
                "links": [
                  14020
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.3.43",
              "Node name for S&R": "EmptyLTXVLatentVideo"
            },
            "widgets_values": [
              960,
              544,
              121,
              1
            ]
          },
          {
            "id": 5244,
            "type": "ResizeImagesByLongerEdge",
            "pos": [
              -2130.4158419044225,
              7508.085924687437
            ],
            "size": [
              303.6109375,
              58
            ],
            "flags": {
              "collapsed": true
            },
            "order": 21,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "images",
                "name": "images",
                "type": "IMAGE",
                "link": 14000
              }
            ],
            "outputs": [
              {
                "localized_name": "images",
                "name": "images",
                "type": "IMAGE",
                "links": [
                  14001,
                  14010
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.5.1",
              "Node name for S&R": "ResizeImagesByLongerEdge"
            },
            "widgets_values": [
              1536
            ]
          },
          {
            "id": 5240,
            "type": "LTXVPreprocess",
            "pos": [
              -1853.4428385277652,
              7442.570087698786
            ],
            "size": [
              223.83973303930293,
              74
            ],
            "flags": {
              "collapsed": true
            },
            "order": 20,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "image",
                "name": "image",
                "type": "IMAGE",
                "link": 14001
              }
            ],
            "outputs": [
              {
                "localized_name": "output_image",
                "name": "output_image",
                "type": "IMAGE",
                "links": [
                  14019
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.3.60",
              "Node name for S&R": "LTXVPreprocess"
            },
            "widgets_values": [
              33
            ]
          },
          {
            "id": 5075,
            "type": "ImageScaleBy",
            "pos": [
              -2139.4321488095798,
              7090.828606168228
            ],
            "size": [
              210,
              82
            ],
            "flags": {},
            "order": 6,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "image",
                "name": "image",
                "type": "IMAGE",
                "link": 13731
              }
            ],
            "outputs": [
              {
                "localized_name": "IMAGE",
                "name": "IMAGE",
                "type": "IMAGE",
                "links": [
                  13730
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.5.1",
              "Node name for S&R": "ImageScaleBy"
            },
            "widgets_values": [
              "bicubic",
              0.5
            ]
          },
          {
            "id": 5112,
            "type": "LTXVConcatAVLatent",
            "pos": [
              136.7659825415421,
              7322.225618369186
            ],
            "size": [
              181.308203125,
              46
            ],
            "flags": {},
            "order": 15,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "video_latent",
                "name": "video_latent",
                "type": "LATENT",
                "link": 14012
              },
              {
                "localized_name": "audio_latent",
                "name": "audio_latent",
                "type": "LATENT",
                "link": 13790
              }
            ],
            "outputs": [
              {
                "localized_name": "latent",
                "name": "latent",
                "type": "LATENT",
                "links": [
                  13801
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.5.1",
              "Node name for S&R": "LTXVConcatAVLatent"
            },
            "widgets_values": []
          },
          {
            "id": 5251,
            "type": "LTXVImgToVideoInplace",
            "pos": [
              -152.5315601154095,
              7206.060511325419
            ],
            "size": [
              270,
              122
            ],
            "flags": {},
            "order": 23,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "vae",
                "name": "vae",
                "type": "VAE",
                "link": 14009
              },
              {
                "localized_name": "image",
                "name": "image",
                "type": "IMAGE",
                "link": 14010
              },
              {
                "localized_name": "latent",
                "name": "latent",
                "type": "LATENT",
                "link": 14013
              }
            ],
            "outputs": [
              {
                "localized_name": "latent",
                "name": "latent",
                "type": "LATENT",
                "links": [
                  14012
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.7.0",
              "Node name for S&R": "LTXVImgToVideoInplace"
            },
            "widgets_values": [
              1,
              false
            ]
          },
          {
            "id": 5255,
            "type": "LTXVLatentUpsampler",
            "pos": [
              -435.006333159784,
              7163.106531434503
            ],
            "size": [
              265.4297787825851,
              66
            ],
            "flags": {},
            "order": 25,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "samples",
                "name": "samples",
                "type": "LATENT",
                "link": 14014
              },
              {
                "localized_name": "upscale_model",
                "name": "upscale_model",
                "type": "LATENT_UPSCALE_MODEL",
                "link": 14016
              },
              {
                "localized_name": "vae",
                "name": "vae",
                "type": "VAE",
                "link": 14015
              }
            ],
            "outputs": [
              {
                "localized_name": "LATENT",
                "name": "LATENT",
                "type": "LATENT",
                "links": [
                  14013
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.7.0",
              "Node name for S&R": "LTXVLatentUpsampler"
            },
            "widgets_values": []
          },
          {
            "id": 5254,
            "type": "LTXVImgToVideoInplace",
            "pos": [
              -1604.1190447557608,
              7132.272174418817
            ],
            "size": [
              270,
              122
            ],
            "flags": {},
            "order": 24,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "vae",
                "name": "vae",
                "type": "VAE",
                "link": 14018
              },
              {
                "localized_name": "image",
                "name": "image",
                "type": "IMAGE",
                "link": 14019
              },
              {
                "localized_name": "latent",
                "name": "latent",
                "type": "LATENT",
                "link": 14020
              },
              {
                "localized_name": "strength",
                "name": "strength",
                "type": "FLOAT",
                "widget": {
                  "name": "strength"
                },
                "link": 14021
              }
            ],
            "outputs": [
              {
                "localized_name": "latent",
                "name": "latent",
                "type": "LATENT",
                "links": [
                  14017
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.7.0",
              "Node name for S&R": "LTXVImgToVideoInplace"
            },
            "widgets_values": [
              0.6,
              false
            ]
          },
          {
            "id": 5239,
            "type": "ImpactExecutionOrderController",
            "pos": [
              -2153.013232660581,
              6935.750091838874
            ],
            "size": [
              254.63517702162235,
              47.506006012050875
            ],
            "flags": {},
            "order": 19,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "signal",
                "name": "signal",
                "type": "*",
                "link": 13982
              },
              {
                "localized_name": "value",
                "name": "value",
                "type": "*",
                "link": 13983
              }
            ],
            "outputs": [
              {
                "localized_name": "signal",
                "name": "signal",
                "type": "*",
                "links": [
                  13986,
                  13987
                ]
              },
              {
                "localized_name": "value",
                "name": "value",
                "type": "*",
                "links": [
                  14000
                ]
              }
            ],
            "properties": {
              "Node name for S&R": "ImpactExecutionOrderController"
            },
            "widgets_values": []
          },
          {
            "id": 5111,
            "type": "RandomNoise",
            "pos": [
              -746.4419600673787,
              7087.4135610931135
            ],
            "size": [
              270,
              82
            ],
            "flags": {
              "collapsed": true
            },
            "order": 14,
            "mode": 0,
            "inputs": [
              {
                "localized_name": "noise_seed",
                "name": "noise_seed",
                "type": "INT",
                "widget": {
                  "name": "noise_seed"
                },
                "link": 13979
              }
            ],
            "outputs": [
              {
                "localized_name": "NOISE",
                "name": "NOISE",
                "type": "NOISE",
                "links": [
                  13783
                ]
              }
            ],
            "properties": {
              "cnr_id": "comfy-core",
              "ver": "0.3.71",
              "Node name for S&R": "RandomNoise"
            },
            "widgets_values": [
              42,
              "fixed"
            ]
          }
        ],
        "groups": [
          {
            "id": 17,
            "title": "Sampler Stage 2",
            "bounding": [
              -455.23667905842086,
              7004.4181106670485,
              1436.823970586194,
              534.2369732747866
            ],
            "color": "#3f789e",
            "font_size": 24,
            "flags": {},
            "nodes": []
          },
          {
            "id": 18,
            "title": "Sampler Stage 1",
            "bounding": [
              -1274.094848956528,
              7001.354175799147,
              805.2608867941327,
              473.76161992225843
            ],
            "color": "#3f789e",
            "font_size": 24,
            "flags": {},
            "nodes": []
          },
          {
            "id": 21,
            "title": "Preprocess",
            "bounding": [
              -2163.291069240604,
              7000.503246746986,
              866.3954041207778,
              538.419831126399
            ],
            "color": "#3f789e",
            "font_size": 24,
            "flags": {},
            "nodes": []
          }
        ],
        "links": [
          {
            "id": 13772,
            "origin_id": 5104,
            "origin_slot": 1,
            "target_id": 5103,
            "target_slot": 0,
            "type": "LATENT"
          },
          {
            "id": 13768,
            "origin_id": 5097,
            "origin_slot": 0,
            "target_id": 5100,
            "target_slot": 0,
            "type": "NOISE"
          },
          {
            "id": 13769,
            "origin_id": 5098,
            "origin_slot": 0,
            "target_id": 5100,
            "target_slot": 1,
            "type": "GUIDER"
          },
          {
            "id": 13770,
            "origin_id": 5099,
            "origin_slot": 0,
            "target_id": 5100,
            "target_slot": 2,
            "type": "SAMPLER"
          },
          {
            "id": 13801,
            "origin_id": 5112,
            "origin_slot": 0,
            "target_id": 5100,
            "target_slot": 4,
            "type": "LATENT"
          },
          {
            "id": 13766,
            "origin_id": 5100,
            "origin_slot": 1,
            "target_id": 5104,
            "target_slot": 0,
            "type": "LATENT"
          },
          {
            "id": 13790,
            "origin_id": 5114,
            "origin_slot": 1,
            "target_id": 5112,
            "target_slot": 1,
            "type": "LATENT"
          },
          {
            "id": 13783,
            "origin_id": 5111,
            "origin_slot": 0,
            "target_id": 5107,
            "target_slot": 0,
            "type": "NOISE"
          },
          {
            "id": 13784,
            "origin_id": 5110,
            "origin_slot": 0,
            "target_id": 5107,
            "target_slot": 1,
            "type": "GUIDER"
          },
          {
            "id": 13785,
            "origin_id": 5109,
            "origin_slot": 0,
            "target_id": 5107,
            "target_slot": 2,
            "type": "SAMPLER"
          },
          {
            "id": 13787,
            "origin_id": 5108,
            "origin_slot": 0,
            "target_id": 5107,
            "target_slot": 4,
            "type": "LATENT"
          },
          {
            "id": 13792,
            "origin_id": 5107,
            "origin_slot": 1,
            "target_id": 5114,
            "target_slot": 0,
            "type": "LATENT"
          },
          {
            "id": 13730,
            "origin_id": 5075,
            "origin_slot": 0,
            "target_id": 5069,
            "target_slot": 0,
            "type": "IMAGE"
          },
          {
            "id": 13846,
            "origin_id": 5069,
            "origin_slot": 0,
            "target_id": 5138,
            "target_slot": 0,
            "type": "INT"
          },
          {
            "id": 13847,
            "origin_id": 5069,
            "origin_slot": 1,
            "target_id": 5138,
            "target_slot": 1,
            "type": "INT"
          },
          {
            "id": 13777,
            "origin_id": -10,
            "origin_slot": 7,
            "target_id": 5103,
            "target_slot": 1,
            "type": "VAE"
          },
          {
            "id": 13773,
            "origin_id": -10,
            "origin_slot": 1,
            "target_id": 5098,
            "target_slot": 0,
            "type": "MODEL"
          },
          {
            "id": 13873,
            "origin_id": -10,
            "origin_slot": 4,
            "target_id": 5098,
            "target_slot": 2,
            "type": "CONDITIONING"
          },
          {
            "id": 13874,
            "origin_id": -10,
            "origin_slot": 4,
            "target_id": 5110,
            "target_slot": 2,
            "type": "CONDITIONING"
          },
          {
            "id": 13795,
            "origin_id": -10,
            "origin_slot": 0,
            "target_id": 5110,
            "target_slot": 0,
            "type": "MODEL"
          },
          {
            "id": 13731,
            "origin_id": -10,
            "origin_slot": 8,
            "target_id": 5075,
            "target_slot": 0,
            "type": "IMAGE"
          },
          {
            "id": 13848,
            "origin_id": -10,
            "origin_slot": 9,
            "target_id": 5138,
            "target_slot": 2,
            "type": "INT"
          },
          {
            "id": 13778,
            "origin_id": 5103,
            "origin_slot": 0,
            "target_id": -20,
            "target_slot": 1,
            "type": "AUDIO"
          },
          {
            "id": 13875,
            "origin_id": -10,
            "origin_slot": 7,
            "target_id": 5139,
            "target_slot": 0,
            "type": "VAE"
          },
          {
            "id": 13884,
            "origin_id": -10,
            "origin_slot": 9,
            "target_id": 5152,
            "target_slot": 1,
            "type": "INT"
          },
          {
            "id": 13885,
            "origin_id": -10,
            "origin_slot": 10,
            "target_id": 5152,
            "target_slot": 2,
            "type": "INT"
          },
          {
            "id": 13886,
            "origin_id": 5152,
            "origin_slot": 0,
            "target_id": 5108,
            "target_slot": 1,
            "type": "LATENT"
          },
          {
            "id": 13887,
            "origin_id": -10,
            "origin_slot": 7,
            "target_id": 5152,
            "target_slot": 0,
            "type": "VAE"
          },
          {
            "id": 13974,
            "origin_id": 5232,
            "origin_slot": 0,
            "target_id": 5107,
            "target_slot": 3,
            "type": "SIGMAS"
          },
          {
            "id": 13975,
            "origin_id": 5233,
            "origin_slot": 0,
            "target_id": 5100,
            "target_slot": 3,
            "type": "SIGMAS"
          },
          {
            "id": 13979,
            "origin_id": -10,
            "origin_slot": 12,
            "target_id": 5111,
            "target_slot": 0,
            "type": "INT"
          },
          {
            "id": 13982,
            "origin_id": -10,
            "origin_slot": 3,
            "target_id": 5239,
            "target_slot": 0,
            "type": "*"
          },
          {
            "id": 13983,
            "origin_id": -10,
            "origin_slot": 5,
            "target_id": 5239,
            "target_slot": 1,
            "type": "*"
          },
          {
            "id": 13986,
            "origin_id": 5239,
            "origin_slot": 0,
            "target_id": 5110,
            "target_slot": 1,
            "type": "CONDITIONING"
          },
          {
            "id": 13987,
            "origin_id": 5239,
            "origin_slot": 0,
            "target_id": 5098,
            "target_slot": 1,
            "type": "CONDITIONING"
          },
          {
            "id": 14000,
            "origin_id": 5239,
            "origin_slot": 1,
            "target_id": 5244,
            "target_slot": 0,
            "type": "IMAGE"
          },
          {
            "id": 14001,
            "origin_id": 5244,
            "origin_slot": 0,
            "target_id": 5240,
            "target_slot": 0,
            "type": "IMAGE"
          },
          {
            "id": 14002,
            "origin_id": 5104,
            "origin_slot": 0,
            "target_id": 5245,
            "target_slot": 1,
            "type": "LATENT"
          },
          {
            "id": 14003,
            "origin_id": -10,
            "origin_slot": 6,
            "target_id": 5245,
            "target_slot": 0,
            "type": "VAE"
          },
          {
            "id": 14004,
            "origin_id": 5245,
            "origin_slot": 0,
            "target_id": -20,
            "target_slot": 0,
            "type": "IMAGE"
          },
          {
            "id": 14009,
            "origin_id": -10,
            "origin_slot": 6,
            "target_id": 5251,
            "target_slot": 0,
            "type": "VAE"
          },
          {
            "id": 14010,
            "origin_id": 5244,
            "origin_slot": 0,
            "target_id": 5251,
            "target_slot": 1,
            "type": "IMAGE"
          },
          {
            "id": 14012,
            "origin_id": 5251,
            "origin_slot": 0,
            "target_id": 5112,
            "target_slot": 0,
            "type": "LATENT"
          },
          {
            "id": 14013,
            "origin_id": 5255,
            "origin_slot": 0,
            "target_id": 5251,
            "target_slot": 2,
            "type": "LATENT"
          },
          {
            "id": 14014,
            "origin_id": 5114,
            "origin_slot": 0,
            "target_id": 5255,
            "target_slot": 0,
            "type": "LATENT"
          },
          {
            "id": 14015,
            "origin_id": -10,
            "origin_slot": 6,
            "target_id": 5255,
            "target_slot": 2,
            "type": "VAE"
          },
          {
            "id": 14016,
            "origin_id": -10,
            "origin_slot": 2,
            "target_id": 5255,
            "target_slot": 1,
            "type": "LATENT_UPSCALE_MODEL"
          },
          {
            "id": 14017,
            "origin_id": 5254,
            "origin_slot": 0,
            "target_id": 5108,
            "target_slot": 0,
            "type": "LATENT"
          },
          {
            "id": 14018,
            "origin_id": -10,
            "origin_slot": 6,
            "target_id": 5254,
            "target_slot": 0,
            "type": "VAE"
          },
          {
            "id": 14019,
            "origin_id": 5240,
            "origin_slot": 0,
            "target_id": 5254,
            "target_slot": 1,
            "type": "IMAGE"
          },
          {
            "id": 14020,
            "origin_id": 5138,
            "origin_slot": 0,
            "target_id": 5254,
            "target_slot": 2,
            "type": "LATENT"
          },
          {
            "id": 14021,
            "origin_id": -10,
            "origin_slot": 11,
            "target_id": 5254,
            "target_slot": 3,
            "type": "FLOAT"
          }
        ],
        "extra": {
          "workflowRendererVersion": "LG"
        }
      }
    ]
  },
  "config": {},
  "version": 0.4
}