Upload 6 files

LTX-2_I2V_Distilled_wLora.json

@@ -0,0 +1,3526 @@
+{
+  "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",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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",
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "fps": true
+          },
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "ltx-2-19b-distilled.safetensors"
+      ]
+    },
+    {
+      "id": 5178,
+      "type": "LTXVGemmaCLIPModelLoader",
+      "pos": [
+        -3158.5490398695288,
+        7158.821506282883
+      ],
+      "size": [
+        421.93656760943577,
+        106
+      ],
+      "flags": {},
+      "order": 4,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "links": [
+            13924,
+            13926
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "ComfyUI-LTXVideo",
+        "ver": "aa0e2f1709a2a5f35a70de667cd5e4f4ebfad4fe",
+        "Node name for S&R": "LTXVGemmaCLIPModelLoader",
+        "ue_properties": {
+          "version": "7.5.2",
+          "widget_ue_connectable": {
+            "model_path": true,
+            "max_length": true
+          },
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "gemma-3-12b-it-qat-q4_0-unquantized/model-00001-of-00005.safetensors",
+        "ltx-2-19b-distilled.safetensors",
+        1024
+      ]
+    },
+    {
+      "id": 5188,
+      "type": "LTXVAudioVAELoader",
+      "pos": [
+        -3153.75563617144,
+        7313.4443822788235
+      ],
+      "size": [
+        424.18031362607053,
+        58
+      ],
+      "flags": {},
+      "order": 5,
+      "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",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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",
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "text": true
+          },
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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",
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "frame_rate": true
+          },
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        25
+      ]
+    },
+    {
+      "id": 5210,
+      "type": "LatentUpscaleModelLoader",
+      "pos": [
+        -3139.869216300637,
+        7005.9900104735725
+      ],
+      "size": [
+        399.6787452278271,
+        58
+      ],
+      "flags": {},
+      "order": 6,
+      "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",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "ltx-2-spatial-upscaler-x2-1.0.safetensors"
+      ]
+    },
+    {
+      "id": 5212,
+      "type": "MarkdownNote",
+      "pos": [
+        -3624.6205106722414,
+        6715.620851300959
+      ],
+      "size": [
+        421.1303542521987,
+        436.3332627074051
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 7,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Model Links",
+      "properties": {
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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/tree/main/ltx-2-spatial-upscaler-x2-1.0.safetensors)\n\n**Text Encoder**\n- [Google Gemma 3](https://huggingface.co/google/gemma-3-12b-pt)\n\n**Model Storage Location**\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│   ├── 📂 text_encoders/\n│   │      ├── comfy_gemma_3_12B_it.safetensors\n│   ├── 📂 checkpoints/\n│   │      └── ltx-2-19b-distilled.safetensors\n│   ├── 📂 latent_upscale_models/ \n           └── ltx-2-spatial-upscaler-x2-1.0.safetensors\n```\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"
+    },
+    {
+      "id": 5211,
+      "type": "MarkdownNote",
+      "pos": [
+        -3623.5618947453854,
+        7193.231548656596
+      ],
+      "size": [
+        420.9178919734818,
+        209.33158232705227
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 8,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Prompting LTX-2",
+      "properties": {
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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": 5213,
+      "type": "MarkdownNote",
+      "pos": [
+        -2682.3402563401937,
+        6633.478072231158
+      ],
+      "size": [
+        240.16187366614236,
+        98.41687371924309
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 9,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Video Size",
+      "properties": {
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 5214,
+      "type": "MarkdownNote",
+      "pos": [
+        -1985.053544501217,
+        6321.755714756273
+      ],
+      "size": [
+        469.5872194653941,
+        209.10385276580928
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 10,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "LoRA",
+      "properties": {
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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": {
+        "cnr_id": "ComfyUI-LTXVideo",
+        "ver": "aa0e2f1709a2a5f35a70de667cd5e4f4ebfad4fe",
+        "Node name for S&R": "LTXVGemmaEnhancePrompt",
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "prompt": true
+          },
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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": 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",
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "length": true,
+            "frame_rate": true,
+            "strength": true,
+            "noise_seed": true
+          },
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        121,
+        25,
+        0.6,
+        42
+      ]
+    },
+    {
+      "id": 5175,
+      "type": "PrimitiveStringMultiline",
+      "pos": [
+        -1990.592849503922,
+        6831.482572842548
+      ],
+      "size": [
+        281.93625497178095,
+        424.68799816112823
+      ],
+      "flags": {},
+      "order": 11,
+      "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",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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": 12,
+      "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",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "distilled image.png",
+        "image"
+      ]
+    }
+  ],
+  "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": {}
+    },
+    {
+      "id": 9,
+      "title": "Step 2 - Video Size",
+      "bounding": [
+        -2684.125121018892,
+        6751.0490848705895,
+        240.0490999140552,
+        586.1961269469566
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 21,
+      "title": "LoRA",
+      "bounding": [
+        -1983.0770587463846,
+        6545.797653275283,
+        479.4688431108343,
+        177.31430712103975
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 22,
+      "title": "Enhancer",
+      "bounding": [
+        -1688.8010406630676,
+        7043.700001927237,
+        244.63094702204353,
+        309.8288989962266
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 23,
+      "title": "Step 1 - Load Model",
+      "bounding": [
+        -3180.6077738864583,
+        6754.664082153714,
+        464.33466823295885,
+        650.2567831730612
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    }
+  ],
+  "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              121,
+              25,
+              1
+            ]
+          },
+          {
+            "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": {
+              "cnr_id": "comfyui-impact-pack",
+              "ver": "8.28.2",
+              "Node name for S&R": "ImpactExecutionOrderController",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "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": {
+              "cnr_id": "ComfyUI-LTXVideo",
+              "ver": "aa0e2f1709a2a5f35a70de667cd5e4f4ebfad4fe",
+              "Node name for S&R": "LTXVSpatioTemporalTiledVAEDecode",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              4,
+              4,
+              16,
+              4,
+              false,
+              "auto",
+              "auto"
+            ]
+          },
+          {
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              42,
+              "fixed"
+            ]
+          },
+          {
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              0.6,
+              false
+            ]
+          }
+        ],
+        "groups": [
+          {
+            "id": 17,
+            "title": "Sampler Stage 2",
+            "bounding": [
+              -455.23667905842086,
+              7004.4181106670485,
+              1436.823970586194,
+              534.2369732747866
+            ],
+            "color": "#3f789e",
+            "font_size": 24,
+            "flags": {}
+          },
+          {
+            "id": 18,
+            "title": "Sampler Stage 1",
+            "bounding": [
+              -1274.094848956528,
+              7001.354175799147,
+              805.2608867941327,
+              473.76161992225843
+            ],
+            "color": "#3f789e",
+            "font_size": 24,
+            "flags": {}
+          },
+          {
+            "id": 21,
+            "title": "Preprocess",
+            "bounding": [
+              -2163.291069240604,
+              7000.503246746986,
+              866.3954041207778,
+              538.419831126399
+            ],
+            "color": "#3f789e",
+            "font_size": 24,
+            "flags": {}
+          }
+        ],
+        "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": {},
+  "extra": {
+    "workflowRendererVersion": "LG",
+    "ue_links": [],
+    "ds": {
+      "scale": 0.5445000000000009,
+      "offset": [
+        3837.804804800165,
+        -6240.271819590303
+      ]
+    },
+    "frontendVersion": "1.35.9",
+    "VHS_latentpreview": true,
+    "VHS_latentpreviewrate": 0,
+    "VHS_MetadataImage": true,
+    "VHS_KeepIntermediate": true
+  },
+  "version": 0.4
+}

LTX-2_I2V_Full_wLora.json

@@ -0,0 +1,3663 @@
+{
+  "id": "5775f45b-ae48-4889-b57c-dbdb70f74381",
+  "revision": 0,
+  "last_node_id": 5216,
+  "last_link_id": 13958,
+  "nodes": [
+    {
+      "id": 5186,
+      "type": "PrimitiveInt",
+      "pos": [
+        -2669.265782707413,
+        7006.326003754771
+      ],
+      "size": [
+        210,
+        82
+      ],
+      "flags": {},
+      "order": 0,
+      "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",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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": 22,
+      "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",
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "fps": true
+          },
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        30
+      ]
+    },
+    {
+      "id": 5184,
+      "type": "PrimitiveFloat",
+      "pos": [
+        -2674.0643381993596,
+        7141.5495111297
+      ],
+      "size": [
+        219.3647216161935,
+        58
+      ],
+      "flags": {},
+      "order": 1,
+      "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",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        24
+      ]
+    },
+    {
+      "id": 5188,
+      "type": "LTXVAudioVAELoader",
+      "pos": [
+        -3523.1285562574412,
+        7302.804944787399
+      ],
+      "size": [
+        424.18031362607053,
+        58
+      ],
+      "flags": {},
+      "order": 2,
+      "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",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "ltx-2-19b-dev.safetensors"
+      ]
+    },
+    {
+      "id": 5178,
+      "type": "LTXVGemmaCLIPModelLoader",
+      "pos": [
+        -3530.572231483516,
+        7128.353572103167
+      ],
+      "size": [
+        421.93656760943577,
+        106
+      ],
+      "flags": {},
+      "order": 3,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "links": [
+            13924,
+            13926,
+            13952
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "ComfyUI-LTXVideo",
+        "ver": "aa0e2f1709a2a5f35a70de667cd5e4f4ebfad4fe",
+        "Node name for S&R": "LTXVGemmaCLIPModelLoader",
+        "ue_properties": {
+          "version": "7.5.2",
+          "widget_ue_connectable": {
+            "model_path": true,
+            "max_length": true
+          },
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "gemma-3-12b-it-qat-q4_0-unquantized/model-00001-of-00005.safetensors",
+        "ltx-2-19b-dev.safetensors",
+        1024
+      ]
+    },
+    {
+      "id": 5173,
+      "type": "LTXVConditioning",
+      "pos": [
+        -1660.6023135260762,
+        7238.003413649491
+      ],
+      "size": [
+        210,
+        94
+      ],
+      "flags": {},
+      "order": 20,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": 13953
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": 13951
+        },
+        {
+          "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",
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "frame_rate": true
+          },
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        25
+      ]
+    },
+    {
+      "id": 5176,
+      "type": "CheckpointLoaderSimple",
+      "pos": [
+        -3533.0213743638687,
+        6824.573241708142
+      ],
+      "size": [
+        429.0602433593749,
+        115.06840156250018
+      ],
+      "flags": {},
+      "order": 4,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            13934,
+            13954
+          ]
+        },
+        {
+          "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",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "ltx-2-19b-dev.safetensors"
+      ]
+    },
+    {
+      "id": 5199,
+      "type": "LoraLoaderModelOnly",
+      "pos": [
+        -3044.221020705583,
+        6862.9289547908165
+      ],
+      "size": [
+        216.56215979270246,
+        137.56554105343366
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 16,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 13954
+        }
+      ],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            13955
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.68",
+        "Node name for S&R": "LoraLoaderModelOnly",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "ltxv/ltx2/ltx-2-19b-distilled-lora-384.safetensors",
+        0.6
+      ]
+    },
+    {
+      "id": 5182,
+      "type": "LoraLoaderModelOnly",
+      "pos": [
+        -1958.7895251485363,
+        6623.839323304449
+      ],
+      "size": [
+        210,
+        82
+      ],
+      "flags": {},
+      "order": 15,
+      "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",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "your_camera_lora.safetensors",
+        1
+      ]
+    },
+    {
+      "id": 5183,
+      "type": "LoraLoaderModelOnly",
+      "pos": [
+        -1740.2505912634988,
+        6624.698937379894
+      ],
+      "size": [
+        210,
+        82
+      ],
+      "flags": {},
+      "order": 18,
+      "mode": 4,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 13955
+        }
+      ],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            13936
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.68",
+        "Node name for S&R": "LoraLoaderModelOnly",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "your_camera_lora.safetensors",
+        1
+      ]
+    },
+    {
+      "id": 4958,
+      "type": "SaveVideo",
+      "pos": [
+        -908.3162271395863,
+        6765.627599904565
+      ],
+      "size": [
+        632.4072425120453,
+        817.489191202842
+      ],
+      "flags": {},
+      "order": 23,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "video",
+          "type": "VIDEO",
+          "link": 13946
+        }
+      ],
+      "outputs": [],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "video/LTX-2",
+        "auto",
+        "auto"
+      ]
+    },
+    {
+      "id": 5198,
+      "type": "CLIPTextEncode",
+      "pos": [
+        -1999.7067225914138,
+        7204.780353046241
+      ],
+      "size": [
+        313.9271213812535,
+        160.84366176012554
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 14,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 13952
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            13951
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.28",
+        "Node name for S&R": "CLIPTextEncode",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "blurry, low quality, still frame, frames, watermark, overlay, titles, has blurbox, has subtitles"
+      ],
+      "color": "#322",
+      "bgcolor": "#533"
+    },
+    {
+      "id": 5174,
+      "type": "CLIPTextEncode",
+      "pos": [
+        -1661.3617407411523,
+        7164.893443936709
+      ],
+      "size": [
+        307.2346496582031,
+        76
+      ],
+      "flags": {
+        "collapsed": true
+      },
+      "order": 19,
+      "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": [
+            13953
+          ]
+        }
+      ],
+      "title": "Enhanced Prompt (Positive)",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.28",
+        "Node name for S&R": "CLIPTextEncode",
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "text": true
+          },
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        ""
+      ],
+      "color": "#232",
+      "bgcolor": "#353"
+    },
+    {
+      "id": 5213,
+      "type": "MarkdownNote",
+      "pos": [
+        -3993.0735339452635,
+        7184.948009775131
+      ],
+      "size": [
+        421.80023671152276,
+        204.8409142517039
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 5,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Prompting LTX-2",
+      "properties": {
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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\n\n"
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 5214,
+      "type": "MarkdownNote",
+      "pos": [
+        -3995.19689724344,
+        6706.943697375089
+      ],
+      "size": [
+        421.1303542521987,
+        436.3332627074051
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 6,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Model Links",
+      "properties": {
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "## Model Links\n\n**LTX-2 Model Weights**\n\n- [ltx-2-19b.safetensors](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b.safetensors)\n- [ ltx-2-spatial-upscaler-x2-1.0.safetensors ](https://huggingface.co/Lightricks/LTX-2/tree/main/ltx-2-spatial-upscaler-x2-1.0.safetensors)\n\n**Text Encoder**\n- [Google Gemma 3](https://huggingface.co/google/gemma-3-12b-pt)\n\n**Model Storage Location**\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│   ├── 📂 text_encoders/\n│   │      ├── comfy_gemma_3_12B_it.safetensors\n│   ├── 📂 checkpoints/\n│   │      └── ltx-2-19b.safetensors\n│   ├── 📂 latent_upscale_models/ \n           └── ltx-2-spatial-upscaler-x2-1.0.safetensors\n```\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"
+    },
+    {
+      "id": 5215,
+      "type": "MarkdownNote",
+      "pos": [
+        -2678.84490556659,
+        6636.50017724438
+      ],
+      "size": [
+        240.16187366614236,
+        98.41687371924309
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 7,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Video Size",
+      "properties": {
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 5216,
+      "type": "MarkdownNote",
+      "pos": [
+        -1976.902195401015,
+        6320.914024269011
+      ],
+      "size": [
+        469.5872194653941,
+        209.10385276580928
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 8,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "LoRA",
+      "properties": {
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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": [
+        -1653.1250897335703,
+        7113.135620338389
+      ],
+      "size": [
+        361.2680247659398,
+        425.1336513712222
+      ],
+      "flags": {
+        "collapsed": true
+      },
+      "order": 17,
+      "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": {
+        "cnr_id": "ComfyUI-LTXVideo",
+        "ver": "aa0e2f1709a2a5f35a70de667cd5e4f4ebfad4fe",
+        "Node name for S&R": "LTXVGemmaEnhancePrompt",
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "prompt": true
+          },
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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": 5212,
+      "type": "LatentUpscaleModelLoader",
+      "pos": [
+        -3525.4485682804984,
+        7004.856234574691
+      ],
+      "size": [
+        399.6787452278271,
+        58
+      ],
+      "flags": {},
+      "order": 9,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "LATENT_UPSCALE_MODEL",
+          "type": "LATENT_UPSCALE_MODEL",
+          "links": [
+            13958
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.7.0",
+        "Node name for S&R": "LatentUpscaleModelLoader",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "ltx-2-spatial-upscaler-x2-1.0.safetensors"
+      ]
+    },
+    {
+      "id": 5175,
+      "type": "PrimitiveStringMultiline",
+      "pos": [
+        -1992.687427808022,
+        6829.09069955335
+      ],
+      "size": [
+        294.39561752907343,
+        328.2067665578588
+      ],
+      "flags": {},
+      "order": 10,
+      "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",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        " cinematic thriller adventure movie scene shows an intrigued blonde female explorer holding a fiery torch. she looks curious and excited initially, but then a gust of wind blows her hair. her face turns concerned and frowned as says with a whispering tone of voice: \"these markings aren't just random...it's a warning...\"\nthe camera slowly zooms in and remains focused on her face"
+      ],
+      "color": "#232",
+      "bgcolor": "#353"
+    },
+    {
+      "id": 5180,
+      "type": "LoadImage",
+      "pos": [
+        -2403.4019881614336,
+        6835.8261958245885
+      ],
+      "size": [
+        395.509854028056,
+        433.14022877831576
+      ],
+      "flags": {},
+      "order": 11,
+      "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",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "base model image.png",
+        "image"
+      ]
+    },
+    {
+      "id": 5189,
+      "type": "3eaa20c4-5842-4fe4-87df-c0a7e83a6a78",
+      "pos": [
+        -1379.4257023380126,
+        6768.8821355425025
+      ],
+      "size": [
+        210,
+        334
+      ],
+      "flags": {},
+      "order": 21,
+      "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": 13958
+        },
+        {
+          "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
+        }
+      ],
+      "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",
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "length": true,
+            "frame_rate": true,
+            "strength": true
+          },
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        121,
+        25,
+        0.6,
+        50
+      ]
+    },
+    {
+      "id": 5185,
+      "type": "EmptyImage",
+      "pos": [
+        -2667.561287475645,
+        6824.636229314792
+      ],
+      "size": [
+        210,
+        130
+      ],
+      "flags": {},
+      "order": 12,
+      "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",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        1280,
+        704,
+        1,
+        0
+      ]
+    }
+  ],
+  "links": [
+    [
+      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"
+    ],
+    [
+      13948,
+      5184,
+      0,
+      5196,
+      0,
+      "FLOAT"
+    ],
+    [
+      13949,
+      5196,
+      0,
+      5189,
+      10,
+      "INT"
+    ],
+    [
+      13951,
+      5198,
+      0,
+      5173,
+      1,
+      "CONDITIONING"
+    ],
+    [
+      13952,
+      5178,
+      0,
+      5198,
+      0,
+      "CLIP"
+    ],
+    [
+      13953,
+      5174,
+      0,
+      5173,
+      0,
+      "CONDITIONING"
+    ],
+    [
+      13954,
+      5176,
+      0,
+      5199,
+      0,
+      "MODEL"
+    ],
+    [
+      13955,
+      5199,
+      0,
+      5183,
+      0,
+      "MODEL"
+    ],
+    [
+      13958,
+      5212,
+      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": {}
+    },
+    {
+      "id": 9,
+      "title": "Step 2 - Video Size",
+      "bounding": [
+        -2684.125121018892,
+        6751.0490848705895,
+        240.0490999140552,
+        586.1961269469566
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 21,
+      "title": "LoRA",
+      "bounding": [
+        -1983.0770587463846,
+        6545.797653275283,
+        479.4688431108343,
+        177.31430712103975
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 22,
+      "title": "Enhancer",
+      "bounding": [
+        -1688.8010406630676,
+        7043.700001927237,
+        244.63094702204353,
+        309.8288989962266
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 23,
+      "title": "Step 1 - Load Model",
+      "bounding": [
+        -3549.9806939724594,
+        6744.02464466229,
+        848.9655297632253,
+        648.914473663106
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 24,
+      "title": "Distilled LoRA",
+      "bounding": [
+        -3057.8735892675377,
+        6788.972440065423,
+        257.78514185833683,
+        229.87140775127682
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    }
+  ],
+  "definitions": {
+    "subgraphs": [
+      {
+        "id": "3eaa20c4-5842-4fe4-87df-c0a7e83a6a78",
+        "version": 1,
+        "state": {
+          "lastGroupId": 21,
+          "lastNodeId": 5247,
+          "lastLinkId": 14012,
+          "lastRerouteId": 0
+        },
+        "revision": 0,
+        "config": {},
+        "name": "Samplers",
+        "inputNode": {
+          "id": -10,
+          "bounding": [
+            -2262.776421168847,
+            6414.1939241269465,
+            148.486328125,
+            300
+          ]
+        },
+        "outputNode": {
+          "id": -20,
+          "bounding": [
+            1422.0066680691557,
+            6560.496731561889,
+            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": [
+              -2134.290093043847,
+              6434.1939241269465
+            ]
+          },
+          {
+            "id": "a10e65a4-1693-4f79-af91-df52348d8ba6",
+            "name": "model",
+            "type": "MODEL",
+            "linkIds": [
+              13773
+            ],
+            "localized_name": "model",
+            "label": "model stage 2",
+            "pos": [
+              -2134.290093043847,
+              6454.1939241269465
+            ]
+          },
+          {
+            "id": "7ba54a02-4d54-45dc-8987-c53f2b31f793",
+            "name": "upscale_model_1",
+            "type": "LATENT_UPSCALE_MODEL",
+            "linkIds": [
+              14007
+            ],
+            "label": "upscale model",
+            "pos": [
+              -2134.290093043847,
+              6474.1939241269465
+            ]
+          },
+          {
+            "id": "51b261bb-8435-4d95-8a18-ac4f73755c0c",
+            "name": "positive",
+            "type": "CONDITIONING",
+            "linkIds": [
+              13985
+            ],
+            "localized_name": "positive",
+            "pos": [
+              -2134.290093043847,
+              6494.1939241269465
+            ]
+          },
+          {
+            "id": "195c5a01-7b49-45f9-8f10-51cb35fcc9cd",
+            "name": "negative",
+            "type": "CONDITIONING",
+            "linkIds": [
+              13873,
+              13874
+            ],
+            "localized_name": "negative",
+            "pos": [
+              -2134.290093043847,
+              6514.1939241269465
+            ]
+          },
+          {
+            "id": "2cb65653-a808-497d-a70c-ee77e703decb",
+            "name": "images",
+            "type": "IMAGE",
+            "linkIds": [
+              13994
+            ],
+            "localized_name": "image",
+            "label": "images",
+            "pos": [
+              -2134.290093043847,
+              6534.1939241269465
+            ]
+          },
+          {
+            "id": "bfd99171-d1ee-4978-9abc-7448f4dc89d4",
+            "name": "vae",
+            "type": "VAE",
+            "linkIds": [
+              13986
+            ],
+            "localized_name": "vae",
+            "pos": [
+              -2134.290093043847,
+              6554.1939241269465
+            ]
+          },
+          {
+            "id": "1ac328c2-164e-4d67-bbd0-6e385c486f10",
+            "name": "audio_vae",
+            "type": "VAE",
+            "linkIds": [
+              13777,
+              13875,
+              13887
+            ],
+            "localized_name": "audio_vae",
+            "label": "audio vae",
+            "pos": [
+              -2134.290093043847,
+              6574.1939241269465
+            ]
+          },
+          {
+            "id": "4ec6deea-0deb-4218-b56b-2a8996373674",
+            "name": "image_1",
+            "type": "IMAGE",
+            "linkIds": [
+              13731
+            ],
+            "localized_name": "image_1",
+            "label": "empty latent image",
+            "pos": [
+              -2134.290093043847,
+              6594.1939241269465
+            ]
+          },
+          {
+            "id": "5fd66fb8-b242-4aa1-944a-072d6065980e",
+            "name": "length",
+            "type": "INT",
+            "linkIds": [
+              13848,
+              13884
+            ],
+            "localized_name": "length",
+            "pos": [
+              -2134.290093043847,
+              6614.1939241269465
+            ]
+          },
+          {
+            "id": "5e979a20-e2b8-48cd-bb03-7be8ff5d3ac6",
+            "name": "frame_rate",
+            "type": "INT",
+            "linkIds": [
+              13885
+            ],
+            "localized_name": "frame_rate",
+            "label": "frame rate",
+            "pos": [
+              -2134.290093043847,
+              6634.1939241269465
+            ]
+          },
+          {
+            "id": "d1187c2f-4dda-4f49-8285-7a698b84fe50",
+            "name": "strength",
+            "type": "FLOAT",
+            "linkIds": [
+              14010
+            ],
+            "label": "image strength",
+            "pos": [
+              -2134.290093043847,
+              6654.1939241269465
+            ]
+          },
+          {
+            "id": "583b66b3-91ac-47d2-ba96-4d25dc17531c",
+            "name": "noise_seed",
+            "type": "INT",
+            "linkIds": [
+              13979
+            ],
+            "pos": [
+              -2134.290093043847,
+              6674.1939241269465
+            ]
+          }
+        ],
+        "outputs": [
+          {
+            "id": "f0eeed00-7844-4fb1-af4a-9ec2f5c8616d",
+            "name": "images",
+            "type": "IMAGE",
+            "linkIds": [
+              13984
+            ],
+            "localized_name": "IMAGE",
+            "label": "images",
+            "pos": [
+              1442.0066680691557,
+              6580.496731561889
+            ]
+          },
+          {
+            "id": "ddb3cf02-4194-4e1c-bafa-0bf26acba0d6",
+            "name": "audio",
+            "type": "AUDIO",
+            "linkIds": [
+              13778
+            ],
+            "localized_name": "Audio",
+            "label": "audio",
+            "pos": [
+              1442.0066680691557,
+              6600.496731561889
+            ]
+          }
+        ],
+        "widgets": [],
+        "nodes": [
+          {
+            "id": 5114,
+            "type": "LTXVSeparateAVLatent",
+            "pos": [
+              -663.303120564328,
+              6720.556152868207
+            ],
+            "size": [
+              193.2916015625,
+              46
+            ],
+            "flags": {},
+            "order": 15,
+            "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": [
+                  14005
+                ]
+              },
+              {
+                "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5107,
+            "type": "SamplerCustomAdvanced",
+            "pos": [
+              -668.348245174954,
+              6536.569157561081
+            ],
+            "size": [
+              212.3638671875,
+              130
+            ],
+            "flags": {},
+            "order": 10,
+            "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": 13981
+              },
+              {
+                "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5138,
+            "type": "EmptyLTXVLatentVideo",
+            "pos": [
+              -1810.017325146033,
+              6520.648717051384
+            ],
+            "size": [
+              264.6255075776412,
+              158.23828815113302
+            ],
+            "flags": {},
+            "order": 16,
+            "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": [
+                  14009
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.43",
+              "Node name for S&R": "EmptyLTXVLatentVideo",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              960,
+              544,
+              121,
+              1
+            ]
+          },
+          {
+            "id": 5097,
+            "type": "RandomNoise",
+            "pos": [
+              585.1797299907088,
+              6420.85674514505
+            ],
+            "size": [
+              270,
+              82
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 0,
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              420,
+              "fixed"
+            ]
+          },
+          {
+            "id": 5108,
+            "type": "LTXVConcatAVLatent",
+            "pos": [
+              -1188.7136914016892,
+              6594.961176746366
+            ],
+            "size": [
+              181.308203125,
+              46
+            ],
+            "flags": {},
+            "order": 11,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "video_latent",
+                "name": "video_latent",
+                "type": "LATENT",
+                "link": 14008
+              },
+              {
+                "localized_name": "audio_latent",
+                "name": "audio_latent",
+                "type": "LATENT",
+                "link": 13886
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "latent",
+                "name": "latent",
+                "type": "LATENT",
+                "links": [
+                  13787,
+                  13980
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.5.1",
+              "Node name for S&R": "LTXVConcatAVLatent",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5069,
+            "type": "GetImageSize",
+            "pos": [
+              -2024.3908648247834,
+              6541.936259651618
+            ],
+            "size": [
+              140,
+              66
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 4,
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5236,
+            "type": "LTXVScheduler",
+            "pos": [
+              -979.9167410389779,
+              6525.07921153448
+            ],
+            "size": [
+              270,
+              170
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 18,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "latent",
+                "name": "latent",
+                "shape": 7,
+                "type": "LATENT",
+                "link": 13980
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "SIGMAS",
+                "name": "SIGMAS",
+                "type": "SIGMAS",
+                "links": [
+                  13981
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.64",
+              "Node name for S&R": "LTXVScheduler",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              20,
+              2.05,
+              0.95,
+              true,
+              0.1
+            ]
+          },
+          {
+            "id": 5110,
+            "type": "CFGGuider",
+            "pos": [
+              -982.5772425436213,
+              6746.42764007343
+            ],
+            "size": [
+              270,
+              114
+            ],
+            "flags": {},
+            "order": 12,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "model",
+                "name": "model",
+                "type": "MODEL",
+                "link": 13795
+              },
+              {
+                "localized_name": "positive",
+                "name": "positive",
+                "type": "CONDITIONING",
+                "link": 13992
+              },
+              {
+                "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              4
+            ]
+          },
+          {
+            "id": 5237,
+            "type": "LTXVSpatioTemporalTiledVAEDecode",
+            "pos": [
+              914.986271214251,
+              6463.578252651273
+            ],
+            "size": [
+              401.542578125,
+              246
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 19,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "vae",
+                "name": "vae",
+                "type": "VAE",
+                "link": 13990
+              },
+              {
+                "localized_name": "latents",
+                "name": "latents",
+                "type": "LATENT",
+                "link": 13982
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "image",
+                "name": "image",
+                "type": "IMAGE",
+                "links": [
+                  13984
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "ComfyUI-LTXVideo",
+              "ver": "aa0e2f1709a2a5f35a70de667cd5e4f4ebfad4fe",
+              "Node name for S&R": "LTXVSpatioTemporalTiledVAEDecode",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              4,
+              4,
+              16,
+              4,
+              false,
+              "auto",
+              "auto"
+            ]
+          },
+          {
+            "id": 5103,
+            "type": "LTXVAudioVAEDecode",
+            "pos": [
+              922.1496623960569,
+              6755.800661973849
+            ],
+            "size": [
+              226.04237642027056,
+              46
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 8,
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5111,
+            "type": "RandomNoise",
+            "pos": [
+              -680.9161164901927,
+              6403.714284928082
+            ],
+            "size": [
+              270,
+              82
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 13,
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              50,
+              "fixed"
+            ]
+          },
+          {
+            "id": 5109,
+            "type": "KSamplerSelect",
+            "pos": [
+              -966.317767074268,
+              6401.320879135822
+            ],
+            "size": [
+              210,
+              74
+            ],
+            "flags": {},
+            "order": 1,
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              "res_2s"
+            ]
+          },
+          {
+            "id": 5075,
+            "type": "ImageScaleBy",
+            "pos": [
+              -2034.64249182114,
+              6414.9725819876285
+            ],
+            "size": [
+              210,
+              82
+            ],
+            "flags": {},
+            "order": 5,
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              "bicubic",
+              0.5
+            ]
+          },
+          {
+            "id": 5238,
+            "type": "ImpactExecutionOrderController",
+            "pos": [
+              -2050.6835415929463,
+              6257.731151499157
+            ],
+            "size": [
+              254.63517702162235,
+              47.506006012050875
+            ],
+            "flags": {},
+            "order": 20,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "signal",
+                "name": "signal",
+                "type": "*",
+                "link": 13985
+              },
+              {
+                "localized_name": "value",
+                "name": "value",
+                "type": "*",
+                "link": 13986
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "signal",
+                "name": "signal",
+                "type": "*",
+                "links": [
+                  13991,
+                  13992
+                ]
+              },
+              {
+                "localized_name": "value",
+                "name": "value",
+                "type": "*",
+                "links": [
+                  13990,
+                  14001,
+                  14006,
+                  14012
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfyui-impact-pack",
+              "ver": "8.28.2",
+              "Node name for S&R": "ImpactExecutionOrderController",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5152,
+            "type": "LTXVEmptyLatentAudio",
+            "pos": [
+              -1509.8221728786614,
+              6720.64362597868
+            ],
+            "size": [
+              259.85859562321775,
+              106
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 17,
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              121,
+              25,
+              1
+            ]
+          },
+          {
+            "id": 5240,
+            "type": "LTXVPreprocess",
+            "pos": [
+              -1719.7367883834584,
+              6730.8164805301285
+            ],
+            "size": [
+              223.83973303930293,
+              74
+            ],
+            "flags": {
+              "collapsed": true
+            },
+            "order": 22,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "image",
+                "name": "image",
+                "type": "IMAGE",
+                "link": 13993
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "output_image",
+                "name": "output_image",
+                "type": "IMAGE",
+                "links": [
+                  14011
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.60",
+              "Node name for S&R": "LTXVPreprocess",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              33
+            ]
+          },
+          {
+            "id": 5239,
+            "type": "ResizeImagesByLongerEdge",
+            "pos": [
+              -1990.9408758658353,
+              6790.223639374309
+            ],
+            "size": [
+              303.6109375,
+              58
+            ],
+            "flags": {
+              "collapsed": true
+            },
+            "order": 21,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "images",
+                "name": "images",
+                "type": "IMAGE",
+                "link": 13994
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "images",
+                "name": "images",
+                "type": "IMAGE",
+                "links": [
+                  13993,
+                  14002
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.5.1",
+              "Node name for S&R": "ResizeImagesByLongerEdge",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              1536
+            ]
+          },
+          {
+            "id": 5100,
+            "type": "SamplerCustomAdvanced",
+            "pos": [
+              621.129145721,
+              6543.400886663155
+            ],
+            "size": [
+              212.3638671875,
+              106
+            ],
+            "flags": {},
+            "order": 7,
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5104,
+            "type": "LTXVSeparateAVLatent",
+            "pos": [
+              639.7740622618549,
+              6692.293713571373
+            ],
+            "size": [
+              206.17372022529744,
+              46
+            ],
+            "flags": {},
+            "order": 9,
+            "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": [
+                  13982
+                ]
+              },
+              {
+                "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5233,
+            "type": "ManualSigmas",
+            "pos": [
+              328.72969286050323,
+              6705.082505910285
+            ],
+            "size": [
+              270,
+              58
+            ],
+            "flags": {},
+            "order": 2,
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              "0.909375, 0.725, 0.421875, 0.0"
+            ]
+          },
+          {
+            "id": 5098,
+            "type": "CFGGuider",
+            "pos": [
+              319.1501278162914,
+              6544.944365136254
+            ],
+            "size": [
+              270,
+              98
+            ],
+            "flags": {},
+            "order": 6,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "model",
+                "name": "model",
+                "type": "MODEL",
+                "link": 13773
+              },
+              {
+                "localized_name": "positive",
+                "name": "positive",
+                "type": "CONDITIONING",
+                "link": 13991
+              },
+              {
+                "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              1
+            ]
+          },
+          {
+            "id": 5099,
+            "type": "KSamplerSelect",
+            "pos": [
+              358.5710759382591,
+              6424.6268458653085
+            ],
+            "size": [
+              210,
+              74
+            ],
+            "flags": {},
+            "order": 3,
+            "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              "res_2s"
+            ]
+          },
+          {
+            "id": 5112,
+            "type": "LTXVConcatAVLatent",
+            "pos": [
+              136.00915701971473,
+              6648.430792391251
+            ],
+            "size": [
+              181.308203125,
+              46
+            ],
+            "flags": {},
+            "order": 14,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "video_latent",
+                "name": "video_latent",
+                "type": "LATENT",
+                "link": 14000
+              },
+              {
+                "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5246,
+            "type": "LTXVImgToVideoInplace",
+            "pos": [
+              -66.60271606813293,
+              6495.190744099948
+            ],
+            "size": [
+              223.239844975114,
+              122
+            ],
+            "flags": {},
+            "order": 24,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "vae",
+                "name": "vae",
+                "type": "VAE",
+                "link": 14001
+              },
+              {
+                "localized_name": "image",
+                "name": "image",
+                "type": "IMAGE",
+                "link": 14002
+              },
+              {
+                "localized_name": "latent",
+                "name": "latent",
+                "type": "LATENT",
+                "link": 14004
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "latent",
+                "name": "latent",
+                "type": "LATENT",
+                "links": [
+                  14000
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.7.0",
+              "Node name for S&R": "LTXVImgToVideoInplace",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              1,
+              false
+            ]
+          },
+          {
+            "id": 5247,
+            "type": "LTXVLatentUpsampler",
+            "pos": [
+              -352.8439013585073,
+              6501.812452522226
+            ],
+            "size": [
+              265.4297787825851,
+              66
+            ],
+            "flags": {},
+            "order": 25,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "samples",
+                "name": "samples",
+                "type": "LATENT",
+                "link": 14005
+              },
+              {
+                "localized_name": "upscale_model",
+                "name": "upscale_model",
+                "type": "LATENT_UPSCALE_MODEL",
+                "link": 14007
+              },
+              {
+                "localized_name": "vae",
+                "name": "vae",
+                "type": "VAE",
+                "link": 14006
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "LATENT",
+                "name": "LATENT",
+                "type": "LATENT",
+                "links": [
+                  14004
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.7.0",
+              "Node name for S&R": "LTXVLatentUpsampler",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5245,
+            "type": "LTXVImgToVideoInplace",
+            "pos": [
+              -1512.58446033345,
+              6447.222207593964
+            ],
+            "size": [
+              270,
+              122
+            ],
+            "flags": {},
+            "order": 23,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "vae",
+                "name": "vae",
+                "type": "VAE",
+                "link": 14012
+              },
+              {
+                "localized_name": "image",
+                "name": "image",
+                "type": "IMAGE",
+                "link": 14011
+              },
+              {
+                "localized_name": "latent",
+                "name": "latent",
+                "type": "LATENT",
+                "link": 14009
+              },
+              {
+                "localized_name": "strength",
+                "name": "strength",
+                "type": "FLOAT",
+                "widget": {
+                  "name": "strength"
+                },
+                "link": 14010
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "latent",
+                "name": "latent",
+                "type": "LATENT",
+                "links": [
+                  14008
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.7.0",
+              "Node name for S&R": "LTXVImgToVideoInplace",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              0.6,
+              false
+            ]
+          }
+        ],
+        "groups": [
+          {
+            "id": 17,
+            "title": "Sampler Stage 2",
+            "bounding": [
+              -358.18933792486354,
+              6327.931144800953,
+              1236.6341371653589,
+              548.3558563801635
+            ],
+            "color": "#3f789e",
+            "font_size": 24,
+            "flags": {}
+          },
+          {
+            "id": 18,
+            "title": "Sampler Stage 1",
+            "bounding": [
+              -1204.7526927394795,
+              6327.149062932464,
+              831.2779500799768,
+              544.0571823270284
+            ],
+            "color": "#3f789e",
+            "font_size": 24,
+            "flags": {}
+          },
+          {
+            "id": 21,
+            "title": "Preprocess",
+            "bounding": [
+              -2052.25198379899,
+              6326.064852772058,
+              836.0899476211762,
+              545.0084161079385
+            ],
+            "color": "#3f789e",
+            "font_size": 24,
+            "flags": {}
+          }
+        ],
+        "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": 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": 13980,
+            "origin_id": 5108,
+            "origin_slot": 0,
+            "target_id": 5236,
+            "target_slot": 0,
+            "type": "LATENT"
+          },
+          {
+            "id": 13981,
+            "origin_id": 5236,
+            "origin_slot": 0,
+            "target_id": 5107,
+            "target_slot": 3,
+            "type": "SIGMAS"
+          },
+          {
+            "id": 13982,
+            "origin_id": 5104,
+            "origin_slot": 0,
+            "target_id": 5237,
+            "target_slot": 1,
+            "type": "LATENT"
+          },
+          {
+            "id": 13984,
+            "origin_id": 5237,
+            "origin_slot": 0,
+            "target_id": -20,
+            "target_slot": 0,
+            "type": "IMAGE"
+          },
+          {
+            "id": 13985,
+            "origin_id": -10,
+            "origin_slot": 3,
+            "target_id": 5238,
+            "target_slot": 0,
+            "type": "*"
+          },
+          {
+            "id": 13986,
+            "origin_id": -10,
+            "origin_slot": 6,
+            "target_id": 5238,
+            "target_slot": 1,
+            "type": "*"
+          },
+          {
+            "id": 13990,
+            "origin_id": 5238,
+            "origin_slot": 1,
+            "target_id": 5237,
+            "target_slot": 0,
+            "type": "VAE"
+          },
+          {
+            "id": 13991,
+            "origin_id": 5238,
+            "origin_slot": 0,
+            "target_id": 5098,
+            "target_slot": 1,
+            "type": "CONDITIONING"
+          },
+          {
+            "id": 13992,
+            "origin_id": 5238,
+            "origin_slot": 0,
+            "target_id": 5110,
+            "target_slot": 1,
+            "type": "CONDITIONING"
+          },
+          {
+            "id": 13993,
+            "origin_id": 5239,
+            "origin_slot": 0,
+            "target_id": 5240,
+            "target_slot": 0,
+            "type": "IMAGE"
+          },
+          {
+            "id": 13994,
+            "origin_id": -10,
+            "origin_slot": 5,
+            "target_id": 5239,
+            "target_slot": 0,
+            "type": "IMAGE"
+          },
+          {
+            "id": 14000,
+            "origin_id": 5246,
+            "origin_slot": 0,
+            "target_id": 5112,
+            "target_slot": 0,
+            "type": "LATENT"
+          },
+          {
+            "id": 14001,
+            "origin_id": 5238,
+            "origin_slot": 1,
+            "target_id": 5246,
+            "target_slot": 0,
+            "type": "VAE"
+          },
+          {
+            "id": 14002,
+            "origin_id": 5239,
+            "origin_slot": 0,
+            "target_id": 5246,
+            "target_slot": 1,
+            "type": "IMAGE"
+          },
+          {
+            "id": 14004,
+            "origin_id": 5247,
+            "origin_slot": 0,
+            "target_id": 5246,
+            "target_slot": 2,
+            "type": "LATENT"
+          },
+          {
+            "id": 14005,
+            "origin_id": 5114,
+            "origin_slot": 0,
+            "target_id": 5247,
+            "target_slot": 0,
+            "type": "LATENT"
+          },
+          {
+            "id": 14006,
+            "origin_id": 5238,
+            "origin_slot": 1,
+            "target_id": 5247,
+            "target_slot": 2,
+            "type": "VAE"
+          },
+          {
+            "id": 14007,
+            "origin_id": -10,
+            "origin_slot": 2,
+            "target_id": 5247,
+            "target_slot": 1,
+            "type": "LATENT_UPSCALE_MODEL"
+          },
+          {
+            "id": 14008,
+            "origin_id": 5245,
+            "origin_slot": 0,
+            "target_id": 5108,
+            "target_slot": 0,
+            "type": "LATENT"
+          },
+          {
+            "id": 14009,
+            "origin_id": 5138,
+            "origin_slot": 0,
+            "target_id": 5245,
+            "target_slot": 2,
+            "type": "LATENT"
+          },
+          {
+            "id": 14010,
+            "origin_id": -10,
+            "origin_slot": 11,
+            "target_id": 5245,
+            "target_slot": 3,
+            "type": "FLOAT"
+          },
+          {
+            "id": 14011,
+            "origin_id": 5240,
+            "origin_slot": 0,
+            "target_id": 5245,
+            "target_slot": 1,
+            "type": "IMAGE"
+          },
+          {
+            "id": 14012,
+            "origin_id": 5238,
+            "origin_slot": 1,
+            "target_id": 5245,
+            "target_slot": 0,
+            "type": "VAE"
+          }
+        ],
+        "extra": {
+          "workflowRendererVersion": "LG"
+        }
+      }
+    ]
+  },
+  "config": {},
+  "extra": {
+    "workflowRendererVersion": "LG",
+    "ue_links": [],
+    "ds": {
+      "scale": 0.45,
+      "offset": [
+        4453.672398586756,
+        -5937.41400709257
+      ]
+    },
+    "frontendVersion": "1.35.9",
+    "VHS_latentpreview": true,
+    "VHS_latentpreviewrate": 0,
+    "VHS_MetadataImage": true,
+    "VHS_KeepIntermediate": true
+  },
+  "version": 0.4
+}

LTX-2_T2V_Distilled_wLora.json

@@ -0,0 +1,3049 @@
+{
+  "id": "2d995555-9a88-4480-bc48-960928d44208",
+  "revision": 0,
+  "last_node_id": 5248,
+  "last_link_id": 13981,
+  "nodes": [
+    {
+      "id": 5217,
+      "type": "EmptyImage",
+      "pos": [
+        -2839.154683779377,
+        7604.952670762663
+      ],
+      "size": [
+        210,
+        130
+      ],
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            13970
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "Node name for S&R": "EmptyImage",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        1920,
+        1088,
+        1,
+        0
+      ]
+    },
+    {
+      "id": 5218,
+      "type": "PrimitiveInt",
+      "pos": [
+        -2836.07911374273,
+        7773.402260706907
+      ],
+      "size": [
+        210,
+        82
+      ],
+      "flags": {},
+      "order": 1,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "INT",
+          "type": "INT",
+          "links": [
+            13969
+          ]
+        }
+      ],
+      "title": "length",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "Node name for S&R": "PrimitiveInt",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        121,
+        "fixed"
+      ]
+    },
+    {
+      "id": 5220,
+      "type": "CM_FloatToInt",
+      "pos": [
+        -2838.431157531117,
+        8029.873051757293
+      ],
+      "size": [
+        214.03773034527285,
+        58
+      ],
+      "flags": {},
+      "order": 12,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "a",
+          "type": "FLOAT",
+          "widget": {
+            "name": "a"
+          },
+          "link": 13977
+        }
+      ],
+      "outputs": [
+        {
+          "name": "INT",
+          "type": "INT",
+          "links": [
+            13976
+          ]
+        }
+      ],
+      "title": "Frame Rate",
+      "properties": {
+        "Node name for S&R": "CM_FloatToInt"
+      },
+      "widgets_values": [
+        0
+      ]
+    },
+    {
+      "id": 5221,
+      "type": "PrimitiveFloat",
+      "pos": [
+        -2834.344933844252,
+        7902.7575696939475
+      ],
+      "size": [
+        210,
+        58
+      ],
+      "flags": {},
+      "order": 2,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "FLOAT",
+          "type": "FLOAT",
+          "links": [
+            13960,
+            13965,
+            13977
+          ]
+        }
+      ],
+      "title": "Frame Rate",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "Node name for S&R": "PrimitiveFloat",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        24
+      ]
+    },
+    {
+      "id": 5229,
+      "type": "CreateVideo",
+      "pos": [
+        -1710.8270174930772,
+        7554.518799576144
+      ],
+      "size": [
+        210,
+        78
+      ],
+      "flags": {},
+      "order": 19,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 13958
+        },
+        {
+          "name": "audio",
+          "shape": 7,
+          "type": "AUDIO",
+          "link": 13959
+        },
+        {
+          "name": "fps",
+          "type": "FLOAT",
+          "widget": {
+            "name": "fps"
+          },
+          "link": 13960
+        }
+      ],
+      "outputs": [
+        {
+          "name": "VIDEO",
+          "type": "VIDEO",
+          "links": [
+            13974
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "Node name for S&R": "CreateVideo",
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "fps": true
+          },
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        30
+      ]
+    },
+    {
+      "id": 5228,
+      "type": "CheckpointLoaderSimple",
+      "pos": [
+        -3294.181093055003,
+        7602.015265495293
+      ],
+      "size": [
+        407.1770500664943,
+        99.93503409866116
+      ],
+      "flags": {},
+      "order": 3,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            13957,
+            13975
+          ]
+        },
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": []
+        },
+        {
+          "name": "VAE",
+          "type": "VAE",
+          "links": [
+            13971
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.56",
+        "Node name for S&R": "CheckpointLoaderSimple",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "ltx-2-19b-distilled.safetensors"
+      ]
+    },
+    {
+      "id": 5227,
+      "type": "LTXVGemmaCLIPModelLoader",
+      "pos": [
+        -3298.5249619455894,
+        7907.801436963024
+      ],
+      "size": [
+        421.93656760943577,
+        106
+      ],
+      "flags": {},
+      "order": 4,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "links": [
+            13961,
+            13962
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "ComfyUI-LTXVideo",
+        "ver": "aa0e2f1709a2a5f35a70de667cd5e4f4ebfad4fe",
+        "Node name for S&R": "LTXVGemmaCLIPModelLoader",
+        "ue_properties": {
+          "version": "7.5.2",
+          "widget_ue_connectable": {
+            "model_path": true,
+            "max_length": true
+          },
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "gemma-3-12b-it-qat-q4_0-unquantized/model-00001-of-00005.safetensors",
+        "ltx-2-19b-distilled.safetensors",
+        1024
+      ]
+    },
+    {
+      "id": 5219,
+      "type": "LTXVAudioVAELoader",
+      "pos": [
+        -3299.3425621307183,
+        8059.640328358273
+      ],
+      "size": [
+        424.18031362607053,
+        58
+      ],
+      "flags": {},
+      "order": 5,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "Audio VAE",
+          "type": "VAE",
+          "links": [
+            13973
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.64",
+        "Node name for S&R": "LTXVAudioVAELoader",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "ltx-2-19b-distilled.safetensors"
+      ]
+    },
+    {
+      "id": 5224,
+      "type": "LTXVConditioning",
+      "pos": [
+        -2194.923299486236,
+        8014.064491594868
+      ],
+      "size": [
+        210,
+        94
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 17,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": 13964
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": 13978
+        },
+        {
+          "name": "frame_rate",
+          "type": "FLOAT",
+          "widget": {
+            "name": "frame_rate"
+          },
+          "link": 13965
+        }
+      ],
+      "outputs": [
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            13967
+          ]
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "slot_index": 1,
+          "links": [
+            13968
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.28",
+        "Node name for S&R": "LTXVConditioning",
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "frame_rate": true
+          },
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        25
+      ]
+    },
+    {
+      "id": 5230,
+      "type": "LoraLoaderModelOnly",
+      "pos": [
+        -2574.377424115814,
+        7408.611507002384
+      ],
+      "size": [
+        220.14623500416474,
+        90.32621827319144
+      ],
+      "flags": {},
+      "order": 13,
+      "mode": 4,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 13957
+        }
+      ],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            13966
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.68",
+        "Node name for S&R": "LoraLoaderModelOnly",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "your_camera_lora.safetensors",
+        1
+      ]
+    },
+    {
+      "id": 5231,
+      "type": "LoraLoaderModelOnly",
+      "pos": [
+        -2336.959840890808,
+        7413.996765047972
+      ],
+      "size": [
+        210,
+        82
+      ],
+      "flags": {},
+      "order": 14,
+      "mode": 4,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 13975
+        }
+      ],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            13979
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.68",
+        "Node name for S&R": "LoraLoaderModelOnly",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "your_camera_lora.safetensors",
+        1
+      ]
+    },
+    {
+      "id": 5223,
+      "type": "CLIPTextEncode",
+      "pos": [
+        -2196.5080069477067,
+        7960.5138428973305
+      ],
+      "size": [
+        307.2346496582031,
+        88
+      ],
+      "flags": {
+        "collapsed": true
+      },
+      "order": 16,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 13962
+        },
+        {
+          "name": "text",
+          "type": "STRING",
+          "widget": {
+            "name": "text"
+          },
+          "link": 13963
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            13964,
+            13978
+          ]
+        }
+      ],
+      "title": "Enhanced Prompt (Positive)",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.28",
+        "Node name for S&R": "CLIPTextEncode",
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "text": true
+          },
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        ""
+      ],
+      "color": "#232",
+      "bgcolor": "#353"
+    },
+    {
+      "id": 5075,
+      "type": "SaveVideo",
+      "pos": [
+        -1481.2200402676488,
+        7553.47006763561
+      ],
+      "size": [
+        670.0771562911698,
+        584.6954036515563
+      ],
+      "flags": {},
+      "order": 20,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "video",
+          "type": "VIDEO",
+          "link": 13974
+        }
+      ],
+      "outputs": [],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "video/LTX-2",
+        "auto",
+        "auto"
+      ]
+    },
+    {
+      "id": 5222,
+      "type": "PrimitiveStringMultiline",
+      "pos": [
+        -2567.508915639494,
+        7588.770792256889
+      ],
+      "size": [
+        337.7200214704494,
+        515.3418506718763
+      ],
+      "flags": {},
+      "order": 6,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "STRING",
+          "type": "STRING",
+          "links": [
+            13980
+          ]
+        }
+      ],
+      "title": "Positive Prompt",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "Node name for S&R": "PrimitiveStringMultiline",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "A medium shot captures a doctor, clad in a white lab coat over a blue shirt, with a stethoscope draped around his neck, as he gently palpates the right knee of a patient. The patient, wearing a dark blue garment, sits on a light blue examination table, her left hand resting on her left thigh, and her right hand resting on her right thigh, just above the knee. A subtle red inflamed area is visible on the patient's right knee. The background is softly blurred, showing medical supplies on a counter. The camera slowly tilts up, revealing the doctor's face as he carefully flexes the patient's knee, testing its range of movement. The patient's expression shifts, her brow furrowing slightly, and she winces in discomfort. As the doctor continues to assess the knee, a nurse, dressed in scrubs and holding a notepad, enters the frame from the left, walking past the doctor and patient. She briefly pauses, extending the notepad towards the doctor, who glances at the notes and gives a subtle nod of acknowledgment before returning his attention to the patient's knee. The nurse continues walking out of frame to the right, and the doctor resumes his examination, his hands continuing to gently manipulate the patient's knee, who continues to wince.\n"
+      ],
+      "color": "#232",
+      "bgcolor": "#353"
+    },
+    {
+      "id": 5244,
+      "type": "LatentUpscaleModelLoader",
+      "pos": [
+        -3290.653965607332,
+        7745.588386327735
+      ],
+      "size": [
+        402.35474680825916,
+        100.68012732230727
+      ],
+      "flags": {},
+      "order": 7,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "LATENT_UPSCALE_MODEL",
+          "type": "LATENT_UPSCALE_MODEL",
+          "links": [
+            13981
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.7.0",
+        "Node name for S&R": "LatentUpscaleModelLoader",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "ltx-2-spatial-upscaler-x2-1.0.safetensors"
+      ]
+    },
+    {
+      "id": 5246,
+      "type": "MarkdownNote",
+      "pos": [
+        -3759.587881115107,
+        7906.926955158114
+      ],
+      "size": [
+        418.0950915480007,
+        208.54998853542747
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 8,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Prompting LTX-2",
+      "properties": {
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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. **Consistency**: Avoid instructions that do not match the reference image, as this will degrade results\n"
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 5245,
+      "type": "MarkdownNote",
+      "pos": [
+        -3759.592503870824,
+        7426.935420507221
+      ],
+      "size": [
+        421.1303542521987,
+        436.3332627074051
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 9,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Model Links",
+      "properties": {
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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/tree/main/ltx-2-spatial-upscaler-x2-1.0.safetensors)\n\n**Text Encoder**\n- [Google Gemma 3](https://huggingface.co/google/gemma-3-12b-pt)\n\n**Model Storage Location**\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│   ├── 📂 text_encoders/\n│   │      ├── comfy_gemma_3_12B_it.safetensors\n│   ├── 📂 checkpoints/\n│   │      └── ltx-2-19b-distilled.safetensors\n│   ├── 📂 latent_upscale_models/ \n           └── ltx-2-spatial-upscaler-x2-1.0.safetensors\n```\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"
+    },
+    {
+      "id": 5247,
+      "type": "MarkdownNote",
+      "pos": [
+        -2848.6014542681573,
+        7401.672050450482
+      ],
+      "size": [
+        240.16187366614236,
+        98.41687371924309
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 10,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Video Size",
+      "properties": {
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 5248,
+      "type": "MarkdownNote",
+      "pos": [
+        -2581.888874206601,
+        7104.237854538457
+      ],
+      "size": [
+        469.5872194653941,
+        209.10385276580928
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 11,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "LoRA",
+      "properties": {
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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": 5225,
+      "type": "LTXVGemmaEnhancePrompt",
+      "pos": [
+        -2185.089808115403,
+        7900.140171901244
+      ],
+      "size": [
+        419.25607680542,
+        475.02407185169704
+      ],
+      "flags": {
+        "collapsed": true
+      },
+      "order": 15,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 13961
+        },
+        {
+          "name": "image",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        },
+        {
+          "name": "prompt",
+          "type": "STRING",
+          "widget": {
+            "name": "prompt"
+          },
+          "link": 13980
+        }
+      ],
+      "outputs": [
+        {
+          "name": "enhanced_prompt",
+          "type": "STRING",
+          "links": [
+            13963
+          ]
+        }
+      ],
+      "title": "Enhancer",
+      "properties": {
+        "cnr_id": "ComfyUI-LTXVideo",
+        "ver": "aa0e2f1709a2a5f35a70de667cd5e4f4ebfad4fe",
+        "Node name for S&R": "LTXVGemmaEnhancePrompt",
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "prompt": true
+          },
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "",
+        "You are a Creative Assistant. Given a user's raw input prompt describing a scene or concept, expand it into a detailed video generation prompt with specific visuals and integrated audio to guide a text-to-video model.\n\n#### Guidelines\n- Strictly follow all aspects of the user's raw input: include every element requested (style, visuals, motions, actions, camera movement, audio).\n    - If the input is vague, invent concrete details: lighting, textures, materials, scene settings, etc.\n        - For characters: describe gender, clothing, hair, expressions. DO NOT invent unrequested characters.\n- Use active language: present-progressive verbs (\"is walking,\" \"speaking\"). If no action specified, describe natural movements.\n- Maintain chronological flow: use temporal connectors (\"as,\" \"then,\" \"while\").\n- Audio layer: Describe complete soundscape (background audio, ambient sounds, SFX, speech/music when requested). Integrate sounds chronologically alongside actions. Be specific (e.g., \"soft footsteps on tile\"), not vague (e.g., \"ambient sound is present\").\n- Speech (only when requested): \n    - For ANY speech-related input (talking, conversation, singing, etc.), ALWAYS include exact words in quotes with voice characteristics (e.g., \"The man says in an excited voice: 'You won't believe what I just saw!'\").\n    - Specify language if not English and accent if relevant.\n- Style: Include visual style at the beginning: \"Style: <style>, <rest of prompt>.\" Default to cinematic-realistic if unspecified. Omit if unclear.\n- Visual and audio only: NO non-visual/auditory senses (smell, taste, touch).\n- Restrained language: Avoid dramatic/exaggerated terms. Use mild, natural phrasing.\n    - Colors: Use plain terms (\"red dress\"), not intensified (\"vibrant blue,\" \"bright red\").\n    - Lighting: Use neutral descriptions (\"soft overhead light\"), not harsh (\"blinding light\").\n    - Facial features: Use delicate modifiers for subtle features (i.e., \"subtle freckles\").\n\n#### Important notes: \n- Analyze the user's raw input carefully. In cases of FPV or POV, exclude the description of the subject whose POV is requested.\n- Camera motion: DO NOT invent camera motion unless requested by the user.\n- Speech: DO NOT modify user-provided character dialogue unless it's a typo.\n- No timestamps or cuts: DO NOT use timestamps or describe scene cuts unless explicitly requested.\n- Format: DO NOT use phrases like \"The scene opens with...\". Start directly with Style (optional) and chronological scene description.\n- Format: DO NOT start your response with special characters.\n- DO NOT invent dialogue unless the user mentions speech/talking/singing/conversation.\n- If the user's raw input prompt is highly detailed, chronological and in the requested format: DO NOT make major edits or introduce new elements. Add/enhance audio descriptions if missing.\n\n#### Output Format (Strict):\n- Single continuous paragraph in natural language (English).\n- NO titles, headings, prefaces, code fences, or Markdown.\n- If unsafe/invalid, return original user prompt. Never ask questions or clarifications.\n\nYour output quality is CRITICAL. Generate visually rich, dynamic prompts with integrated audio for high-quality video generation.\n\n#### Example\nInput: \"A woman at a coffee shop talking on the phone\"\nOutput:\nStyle: realistic with cinematic lighting. In a medium close-up, a woman in her early 30s with shoulder-length brown hair sits at a small wooden table by the window. She wears a cream-colored turtleneck sweater, holding a white ceramic coffee cup in one hand and a smartphone to her ear with the other. Ambient cafe sounds fill the space—espresso machine hiss, quiet conversations, gentle clinking of cups. The woman listens intently, nodding slightly, then takes a sip of her coffee and sets it down with a soft clink. Her face brightens into a warm smile as she speaks in a clear, friendly voice, 'That sounds perfect! I'd love to meet up this weekend. How about Saturday afternoon?' She laughs softly—a genuine chuckle—and shifts in her chair. Behind her, other patrons move subtly in and out of focus. 'Great, I'll see you then,' she concludes cheerfully, lowering the phone.",
+        512,
+        true,
+        42,
+        "randomize"
+      ]
+    },
+    {
+      "id": 5232,
+      "type": "61915fab-cab7-41be-9727-d69a7e41f24a",
+      "pos": [
+        -1938.7362843782964,
+        7556.264539333821
+      ],
+      "size": [
+        210,
+        290
+      ],
+      "flags": {},
+      "order": 18,
+      "mode": 0,
+      "inputs": [
+        {
+          "label": "model stage 1",
+          "name": "model",
+          "type": "MODEL",
+          "link": 13966
+        },
+        {
+          "label": "model stage 2",
+          "name": "model_1",
+          "type": "MODEL",
+          "link": 13979
+        },
+        {
+          "label": "upscale model",
+          "name": "upscale_model_1",
+          "type": "LATENT_UPSCALE_MODEL",
+          "link": 13981
+        },
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": 13967
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": 13968
+        },
+        {
+          "label": "VAE",
+          "name": "vae",
+          "type": "VAE",
+          "link": 13971
+        },
+        {
+          "label": "audio vae",
+          "name": "audio_vae",
+          "type": "VAE",
+          "link": 13973
+        },
+        {
+          "label": "empty latent image",
+          "name": "empty_latent_image",
+          "type": "IMAGE",
+          "link": 13970
+        },
+        {
+          "name": "length",
+          "type": "INT",
+          "widget": {
+            "name": "length"
+          },
+          "link": 13969
+        },
+        {
+          "label": "frame rate",
+          "name": "frame_rate",
+          "type": "INT",
+          "widget": {
+            "name": "frame_rate"
+          },
+          "link": 13976
+        },
+        {
+          "label": "noise seed",
+          "name": "noise_seed",
+          "type": "INT",
+          "widget": {
+            "name": "noise_seed"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "label": "images",
+          "name": "empty latent image",
+          "type": "IMAGE",
+          "links": [
+            13958
+          ]
+        },
+        {
+          "label": "audio",
+          "name": "audio",
+          "type": "AUDIO",
+          "links": [
+            13959
+          ]
+        }
+      ],
+      "properties": {
+        "proxyWidgets": [
+          [
+            "-1",
+            "length"
+          ],
+          [
+            "-1",
+            "frame_rate"
+          ],
+          [
+            "-1",
+            "noise_seed"
+          ],
+          [
+            "5158",
+            "control_after_generate"
+          ]
+        ],
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "length": true,
+            "frame_rate": true,
+            "noise_seed": true
+          },
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        121,
+        25,
+        42
+      ]
+    }
+  ],
+  "links": [
+    [
+      13957,
+      5228,
+      0,
+      5230,
+      0,
+      "MODEL"
+    ],
+    [
+      13958,
+      5232,
+      0,
+      5229,
+      0,
+      "IMAGE"
+    ],
+    [
+      13959,
+      5232,
+      1,
+      5229,
+      1,
+      "AUDIO"
+    ],
+    [
+      13960,
+      5221,
+      0,
+      5229,
+      2,
+      "FLOAT"
+    ],
+    [
+      13961,
+      5227,
+      0,
+      5225,
+      0,
+      "CLIP"
+    ],
+    [
+      13962,
+      5227,
+      0,
+      5223,
+      0,
+      "CLIP"
+    ],
+    [
+      13963,
+      5225,
+      0,
+      5223,
+      1,
+      "STRING"
+    ],
+    [
+      13964,
+      5223,
+      0,
+      5224,
+      0,
+      "CONDITIONING"
+    ],
+    [
+      13965,
+      5221,
+      0,
+      5224,
+      2,
+      "FLOAT"
+    ],
+    [
+      13966,
+      5230,
+      0,
+      5232,
+      0,
+      "MODEL"
+    ],
+    [
+      13967,
+      5224,
+      0,
+      5232,
+      3,
+      "CONDITIONING"
+    ],
+    [
+      13968,
+      5224,
+      1,
+      5232,
+      4,
+      "CONDITIONING"
+    ],
+    [
+      13969,
+      5218,
+      0,
+      5232,
+      8,
+      "INT"
+    ],
+    [
+      13970,
+      5217,
+      0,
+      5232,
+      7,
+      "IMAGE"
+    ],
+    [
+      13971,
+      5228,
+      2,
+      5232,
+      5,
+      "VAE"
+    ],
+    [
+      13973,
+      5219,
+      0,
+      5232,
+      6,
+      "VAE"
+    ],
+    [
+      13974,
+      5229,
+      0,
+      5075,
+      0,
+      "VIDEO"
+    ],
+    [
+      13975,
+      5228,
+      0,
+      5231,
+      0,
+      "MODEL"
+    ],
+    [
+      13976,
+      5220,
+      0,
+      5232,
+      9,
+      "INT"
+    ],
+    [
+      13977,
+      5221,
+      0,
+      5220,
+      0,
+      "FLOAT"
+    ],
+    [
+      13978,
+      5223,
+      0,
+      5224,
+      1,
+      "CONDITIONING"
+    ],
+    [
+      13979,
+      5231,
+      0,
+      5232,
+      1,
+      "MODEL"
+    ],
+    [
+      13980,
+      5222,
+      0,
+      5225,
+      2,
+      "STRING"
+    ],
+    [
+      13981,
+      5244,
+      0,
+      5232,
+      2,
+      "LATENT_UPSCALE_MODEL"
+    ]
+  ],
+  "groups": [
+    {
+      "id": 4,
+      "title": "Step 3 - Prompt",
+      "bounding": [
+        -2589.5232803184977,
+        7528.276147952631,
+        625.6647400789334,
+        604.0581519790785
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 9,
+      "title": "Step 2 - Video Size",
+      "bounding": [
+        -2849.154683779378,
+        7523.041127394023,
+        235.4858671657239,
+        607.3991486775585
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 1,
+      "title": "Step 1 - Load Model",
+      "bounding": [
+        -3318.314579512216,
+        7524.942528329551,
+        452.8034032293158,
+        597.42002085071
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 13,
+      "title": "LoRA",
+      "bounding": [
+        -2589.262860891153,
+        7331.628159743044,
+        479.4688431108343,
+        177.31430712103975
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 14,
+      "title": "Enhancer",
+      "bounding": [
+        -2217.1822875939874,
+        7809.4028356173385,
+        244.63094702204353,
+        309.8288989962266
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    }
+  ],
+  "definitions": {
+    "subgraphs": [
+      {
+        "id": "61915fab-cab7-41be-9727-d69a7e41f24a",
+        "version": 1,
+        "state": {
+          "lastGroupId": 17,
+          "lastNodeId": 5187,
+          "lastLinkId": 13923,
+          "lastRerouteId": 0
+        },
+        "revision": 0,
+        "config": {},
+        "name": "Samplers",
+        "inputNode": {
+          "id": -10,
+          "bounding": [
+            -2940.19734549268,
+            8061.040201699629,
+            148.486328125,
+            260
+          ]
+        },
+        "outputNode": {
+          "id": -20,
+          "bounding": [
+            -17.586664333053953,
+            8217.966357597139,
+            120,
+            80
+          ]
+        },
+        "inputs": [
+          {
+            "id": "fc2e31e7-b7cf-4638-9249-d30a49840d3e",
+            "name": "model",
+            "type": "MODEL",
+            "linkIds": [
+              13879
+            ],
+            "localized_name": "model",
+            "label": "model stage 1",
+            "pos": [
+              -2811.71101736768,
+              8081.040201699629
+            ]
+          },
+          {
+            "id": "9b67e516-73d0-4ea6-b3b7-c27bd54904a7",
+            "name": "model_1",
+            "type": "MODEL",
+            "linkIds": [
+              13907
+            ],
+            "label": "model stage 2",
+            "pos": [
+              -2811.71101736768,
+              8101.040201699629
+            ]
+          },
+          {
+            "id": "0bbe7192-9fc4-4ea5-b758-f9acacfb312a",
+            "name": "upscale_model_1",
+            "type": "LATENT_UPSCALE_MODEL",
+            "linkIds": [
+              13923
+            ],
+            "label": "upscale model",
+            "pos": [
+              -2811.71101736768,
+              8121.040201699629
+            ]
+          },
+          {
+            "id": "27339d74-cf9c-4b0a-8269-15b0edbedffc",
+            "name": "positive",
+            "type": "CONDITIONING",
+            "linkIds": [
+              13915,
+              13916
+            ],
+            "localized_name": "positive",
+            "pos": [
+              -2811.71101736768,
+              8141.040201699629
+            ]
+          },
+          {
+            "id": "42e09514-51ab-4527-9449-0e6afd715876",
+            "name": "negative",
+            "type": "CONDITIONING",
+            "linkIds": [
+              13880,
+              13894
+            ],
+            "localized_name": "negative",
+            "pos": [
+              -2811.71101736768,
+              8161.040201699629
+            ]
+          },
+          {
+            "id": "6bf40e8c-3eea-4640-b9ed-58f0036db991",
+            "name": "vae",
+            "type": "VAE",
+            "linkIds": [
+              13918,
+              13921
+            ],
+            "localized_name": "vae",
+            "label": "VAE",
+            "pos": [
+              -2811.71101736768,
+              8181.040201699629
+            ]
+          },
+          {
+            "id": "d7695506-8d0b-4929-b41a-41389e0ad96a",
+            "name": "audio_vae",
+            "type": "VAE",
+            "linkIds": [
+              13889,
+              13888
+            ],
+            "localized_name": "audio_vae",
+            "label": "audio vae",
+            "pos": [
+              -2811.71101736768,
+              8201.040201699629
+            ]
+          },
+          {
+            "id": "c850b7f1-34f7-4509-8043-395e5ad86752",
+            "name": "empty_latent_image",
+            "type": "IMAGE",
+            "linkIds": [
+              13914
+            ],
+            "localized_name": "image",
+            "label": "empty latent image",
+            "pos": [
+              -2811.71101736768,
+              8221.040201699629
+            ]
+          },
+          {
+            "id": "120bb8c1-8209-4b2e-945d-188fa3cbd7f7",
+            "name": "length",
+            "type": "INT",
+            "linkIds": [
+              13882,
+              13883
+            ],
+            "localized_name": "length",
+            "pos": [
+              -2811.71101736768,
+              8241.040201699629
+            ]
+          },
+          {
+            "id": "d30c4498-88aa-4387-9e44-442ec53c8b96",
+            "name": "frame_rate",
+            "type": "INT",
+            "linkIds": [
+              13884
+            ],
+            "localized_name": "frame_rate",
+            "label": "frame rate",
+            "pos": [
+              -2811.71101736768,
+              8261.040201699629
+            ]
+          },
+          {
+            "id": "b9405bff-c591-4643-a4b9-b75b6c8bfdde",
+            "name": "noise_seed",
+            "type": "INT",
+            "linkIds": [
+              13908
+            ],
+            "label": "noise seed",
+            "pos": [
+              -2811.71101736768,
+              8281.040201699629
+            ]
+          }
+        ],
+        "outputs": [
+          {
+            "id": "a0a351e7-64e6-4415-b142-b2d7f6aad733",
+            "name": "empty latent image",
+            "type": "IMAGE",
+            "linkIds": [
+              13919
+            ],
+            "localized_name": "IMAGE",
+            "label": "images",
+            "pos": [
+              2.413335666946047,
+              8237.966357597139
+            ]
+          },
+          {
+            "id": "7f665616-a72d-4412-8360-6c05134fd392",
+            "name": "audio",
+            "type": "AUDIO",
+            "linkIds": [
+              13886
+            ],
+            "localized_name": "Audio",
+            "label": "audio",
+            "pos": [
+              2.413335666946047,
+              8257.966357597139
+            ]
+          }
+        ],
+        "widgets": [],
+        "nodes": [
+          {
+            "id": 5155,
+            "type": "SamplerCustomAdvanced",
+            "pos": [
+              -740.4446218596003,
+              8200.43872714609
+            ],
+            "size": [
+              212.3638671875,
+              106
+            ],
+            "flags": {},
+            "order": 6,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "noise",
+                "name": "noise",
+                "type": "NOISE",
+                "link": 13856
+              },
+              {
+                "localized_name": "guider",
+                "name": "guider",
+                "type": "GUIDER",
+                "link": 13857
+              },
+              {
+                "localized_name": "sampler",
+                "name": "sampler",
+                "type": "SAMPLER",
+                "link": 13858
+              },
+              {
+                "localized_name": "sigmas",
+                "name": "sigmas",
+                "type": "SIGMAS",
+                "link": 13906
+              },
+              {
+                "localized_name": "latent_image",
+                "name": "latent_image",
+                "type": "LATENT",
+                "link": 13860
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "output",
+                "name": "output",
+                "type": "LATENT",
+                "links": []
+              },
+              {
+                "localized_name": "denoised_output",
+                "name": "denoised_output",
+                "type": "LATENT",
+                "links": [
+                  13861
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.71",
+              "Node name for S&R": "SamplerCustomAdvanced",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5156,
+            "type": "LTXVSeparateAVLatent",
+            "pos": [
+              -739.3707411824479,
+              8350.9403086467
+            ],
+            "size": [
+              207.56944952444692,
+              46
+            ],
+            "flags": {},
+            "order": 7,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "av_latent",
+                "name": "av_latent",
+                "type": "LATENT",
+                "link": 13861
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "video_latent",
+                "name": "video_latent",
+                "type": "LATENT",
+                "links": [
+                  13917
+                ]
+              },
+              {
+                "localized_name": "audio_latent",
+                "name": "audio_latent",
+                "type": "LATENT",
+                "links": [
+                  13871
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.5.1",
+              "Node name for S&R": "LTXVSeparateAVLatent",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5162,
+            "type": "LTXVConcatAVLatent",
+            "pos": [
+              -2269.5758651411206,
+              8241.098027323735
+            ],
+            "size": [
+              181.308203125,
+              46
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 11,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "video_latent",
+                "name": "video_latent",
+                "type": "LATENT",
+                "link": 13874
+              },
+              {
+                "localized_name": "audio_latent",
+                "name": "audio_latent",
+                "type": "LATENT",
+                "link": 13875
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "latent",
+                "name": "latent",
+                "type": "LATENT",
+                "links": [
+                  13866
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.5.1",
+              "Node name for S&R": "LTXVConcatAVLatent",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5170,
+            "type": "LTXVEmptyLatentAudio",
+            "pos": [
+              -2510.72244187525,
+              8376.404088258016
+            ],
+            "size": [
+              210,
+              106
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 17,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "audio_vae",
+                "name": "audio_vae",
+                "type": "VAE",
+                "link": 13888
+              },
+              {
+                "localized_name": "frames_number",
+                "name": "frames_number",
+                "type": "INT",
+                "widget": {
+                  "name": "frames_number"
+                },
+                "link": 13883
+              },
+              {
+                "localized_name": "frame_rate",
+                "name": "frame_rate",
+                "type": "INT",
+                "widget": {
+                  "name": "frame_rate"
+                },
+                "link": 13884
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "Latent",
+                "name": "Latent",
+                "type": "LATENT",
+                "links": [
+                  13875
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.64",
+              "Node name for S&R": "LTXVEmptyLatentAudio",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              121,
+              25,
+              1
+            ]
+          },
+          {
+            "id": 5163,
+            "type": "EmptyLTXVLatentVideo",
+            "pos": [
+              -2514.00485287694,
+              8176.236992045324
+            ],
+            "size": [
+              210,
+              170
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 12,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "width",
+                "name": "width",
+                "type": "INT",
+                "widget": {
+                  "name": "width"
+                },
+                "link": 13876
+              },
+              {
+                "localized_name": "height",
+                "name": "height",
+                "type": "INT",
+                "widget": {
+                  "name": "height"
+                },
+                "link": 13877
+              },
+              {
+                "localized_name": "length",
+                "name": "length",
+                "type": "INT",
+                "widget": {
+                  "name": "length"
+                },
+                "link": 13882
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "LATENT",
+                "name": "LATENT",
+                "type": "LATENT",
+                "links": [
+                  13874
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.43",
+              "Node name for S&R": "EmptyLTXVLatentVideo",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              960,
+              544,
+              121,
+              1
+            ]
+          },
+          {
+            "id": 5150,
+            "type": "KSamplerSelect",
+            "pos": [
+              -2069.9023916169253,
+              8064.030651698191
+            ],
+            "size": [
+              210,
+              74
+            ],
+            "flags": {},
+            "order": 0,
+            "mode": 0,
+            "inputs": [],
+            "outputs": [
+              {
+                "localized_name": "SAMPLER",
+                "name": "SAMPLER",
+                "type": "SAMPLER",
+                "links": [
+                  13864
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.71",
+              "Node name for S&R": "KSamplerSelect",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              "euler"
+            ]
+          },
+          {
+            "id": 5152,
+            "type": "KSamplerSelect",
+            "pos": [
+              -1024.2463067679614,
+              8243.489329976897
+            ],
+            "size": [
+              210,
+              74
+            ],
+            "flags": {},
+            "order": 1,
+            "mode": 0,
+            "inputs": [],
+            "outputs": [
+              {
+                "localized_name": "SAMPLER",
+                "name": "SAMPLER",
+                "type": "SAMPLER",
+                "links": [
+                  13858
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.71",
+              "Node name for S&R": "KSamplerSelect",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              "euler"
+            ]
+          },
+          {
+            "id": 5159,
+            "type": "SamplerCustomAdvanced",
+            "pos": [
+              -1771.0118365858218,
+              8227.443911197308
+            ],
+            "size": [
+              212.3638671875,
+              130
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 9,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "noise",
+                "name": "noise",
+                "type": "NOISE",
+                "link": 13862
+              },
+              {
+                "localized_name": "guider",
+                "name": "guider",
+                "type": "GUIDER",
+                "link": 13863
+              },
+              {
+                "localized_name": "sampler",
+                "name": "sampler",
+                "type": "SAMPLER",
+                "link": 13864
+              },
+              {
+                "localized_name": "sigmas",
+                "name": "sigmas",
+                "type": "SIGMAS",
+                "link": 13905
+              },
+              {
+                "localized_name": "latent_image",
+                "name": "latent_image",
+                "type": "LATENT",
+                "link": 13866
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "output",
+                "name": "output",
+                "type": "LATENT",
+                "links": []
+              },
+              {
+                "localized_name": "denoised_output",
+                "name": "denoised_output",
+                "type": "LATENT",
+                "links": [
+                  13867
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.71",
+              "Node name for S&R": "SamplerCustomAdvanced",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5151,
+            "type": "CFGGuider",
+            "pos": [
+              -2072.7405927058658,
+              8218.109350529792
+            ],
+            "size": [
+              270,
+              114
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 5,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "model",
+                "name": "model",
+                "type": "MODEL",
+                "link": 13879
+              },
+              {
+                "localized_name": "positive",
+                "name": "positive",
+                "type": "CONDITIONING",
+                "link": 13915
+              },
+              {
+                "localized_name": "negative",
+                "name": "negative",
+                "type": "CONDITIONING",
+                "link": 13880
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "GUIDER",
+                "name": "GUIDER",
+                "type": "GUIDER",
+                "links": [
+                  13863
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.71",
+              "Node name for S&R": "CFGGuider",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              1
+            ]
+          },
+          {
+            "id": 5182,
+            "type": "ManualSigmas",
+            "pos": [
+              -2082.6337984037946,
+              8399.065518730036
+            ],
+            "size": [
+              270,
+              58
+            ],
+            "flags": {},
+            "order": 2,
+            "mode": 0,
+            "inputs": [],
+            "outputs": [
+              {
+                "localized_name": "SIGMAS",
+                "name": "SIGMAS",
+                "type": "SIGMAS",
+                "links": [
+                  13905
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.5.1",
+              "Node name for S&R": "ManualSigmas",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              "1., 0.99375, 0.9875, 0.98125, 0.975, 0.909375, 0.725, 0.421875, 0.0"
+            ]
+          },
+          {
+            "id": 5183,
+            "type": "ManualSigmas",
+            "pos": [
+              -1028.3501627262015,
+              8377.331153128527
+            ],
+            "size": [
+              270,
+              58
+            ],
+            "flags": {},
+            "order": 3,
+            "mode": 0,
+            "inputs": [],
+            "outputs": [
+              {
+                "localized_name": "SIGMAS",
+                "name": "SIGMAS",
+                "type": "SIGMAS",
+                "links": [
+                  13906
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.5.1",
+              "Node name for S&R": "ManualSigmas",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              "0.909375, 0.725, 0.421875, 0.0"
+            ]
+          },
+          {
+            "id": 5158,
+            "type": "RandomNoise",
+            "pos": [
+              -1779.700158091778,
+              8104.368025081792
+            ],
+            "size": [
+              252.01070312499996,
+              82
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 8,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "noise_seed",
+                "name": "noise_seed",
+                "type": "INT",
+                "widget": {
+                  "name": "noise_seed"
+                },
+                "link": 13908
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "NOISE",
+                "name": "NOISE",
+                "type": "NOISE",
+                "links": [
+                  13862
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.71",
+              "Node name for S&R": "RandomNoise",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              42,
+              "fixed"
+            ]
+          },
+          {
+            "id": 5154,
+            "type": "RandomNoise",
+            "pos": [
+              -744.783203391887,
+              8081.24084231567
+            ],
+            "size": [
+              228.47714843749986,
+              82
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 4,
+            "mode": 0,
+            "inputs": [],
+            "outputs": [
+              {
+                "localized_name": "NOISE",
+                "name": "NOISE",
+                "type": "NOISE",
+                "links": [
+                  13856
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.71",
+              "Node name for S&R": "RandomNoise",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              420,
+              "fixed"
+            ]
+          },
+          {
+            "id": 5160,
+            "type": "LTXVConcatAVLatent",
+            "pos": [
+              -1232.0795532207367,
+              8246.00037264923
+            ],
+            "size": [
+              181.308203125,
+              46
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 10,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "video_latent",
+                "name": "video_latent",
+                "type": "LATENT",
+                "link": 13922
+              },
+              {
+                "localized_name": "audio_latent",
+                "name": "audio_latent",
+                "type": "LATENT",
+                "link": 13870
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "latent",
+                "name": "latent",
+                "type": "LATENT",
+                "links": [
+                  13860
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.5.1",
+              "Node name for S&R": "LTXVConcatAVLatent",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5171,
+            "type": "CFGGuider",
+            "pos": [
+              -1034.773015078025,
+              8083.934624905608
+            ],
+            "size": [
+              270,
+              98
+            ],
+            "flags": {},
+            "order": 18,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "model",
+                "name": "model",
+                "type": "MODEL",
+                "link": 13907
+              },
+              {
+                "localized_name": "positive",
+                "name": "positive",
+                "type": "CONDITIONING",
+                "link": 13916
+              },
+              {
+                "localized_name": "negative",
+                "name": "negative",
+                "type": "CONDITIONING",
+                "link": 13894
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "GUIDER",
+                "name": "GUIDER",
+                "type": "GUIDER",
+                "links": [
+                  13857
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.71",
+              "Node name for S&R": "CFGGuider",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              1
+            ]
+          },
+          {
+            "id": 5169,
+            "type": "LTXVAudioVAEDecode",
+            "pos": [
+              -479.2713372903494,
+              8326.116262379624
+            ],
+            "size": [
+              242.46932983398438,
+              46
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 16,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "samples",
+                "name": "samples",
+                "type": "LATENT",
+                "link": 13871
+              },
+              {
+                "localized_name": "audio_vae",
+                "name": "audio_vae",
+                "type": "VAE",
+                "link": 13889
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "Audio",
+                "name": "Audio",
+                "type": "AUDIO",
+                "links": [
+                  13886
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.64",
+              "Node name for S&R": "LTXVAudioVAEDecode",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5164,
+            "type": "ImageScaleBy",
+            "pos": [
+              -2735.440016718932,
+              8079.121268592269
+            ],
+            "size": [
+              210,
+              82
+            ],
+            "flags": {},
+            "order": 13,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "image",
+                "name": "image",
+                "type": "IMAGE",
+                "link": 13914
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "IMAGE",
+                "name": "IMAGE",
+                "type": "IMAGE",
+                "links": [
+                  13878
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.5.1",
+              "Node name for S&R": "ImageScaleBy",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              "nearest-exact",
+              0.5
+            ]
+          },
+          {
+            "id": 5165,
+            "type": "GetImageSize",
+            "pos": [
+              -2733.8413544272958,
+              8206.986283016575
+            ],
+            "size": [
+              140,
+              66
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 14,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "image",
+                "name": "image",
+                "type": "IMAGE",
+                "link": 13878
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "width",
+                "name": "width",
+                "type": "INT",
+                "links": [
+                  13876
+                ]
+              },
+              {
+                "localized_name": "height",
+                "name": "height",
+                "type": "INT",
+                "links": [
+                  13877
+                ]
+              },
+              {
+                "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5185,
+            "type": "LTXVSpatioTemporalTiledVAEDecode",
+            "pos": [
+              -476.2833433272824,
+              8049.523320507879
+            ],
+            "size": [
+              414.8384765625,
+              222
+            ],
+            "flags": {},
+            "order": 19,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "vae",
+                "name": "vae",
+                "type": "VAE",
+                "link": 13918
+              },
+              {
+                "localized_name": "latents",
+                "name": "latents",
+                "type": "LATENT",
+                "link": 13917
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "image",
+                "name": "image",
+                "type": "IMAGE",
+                "links": [
+                  13919
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "ComfyUI-LTXVideo",
+              "ver": "aa0e2f1709a2a5f35a70de667cd5e4f4ebfad4fe",
+              "Node name for S&R": "LTXVSpatioTemporalTiledVAEDecode",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              4,
+              4,
+              16,
+              4,
+              false,
+              "auto",
+              "auto"
+            ]
+          },
+          {
+            "id": 5167,
+            "type": "LTXVSeparateAVLatent",
+            "pos": [
+              -1770.4866262223916,
+              8405.346166159257
+            ],
+            "size": [
+              208.3835643108213,
+              46
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 15,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "av_latent",
+                "name": "av_latent",
+                "type": "LATENT",
+                "link": 13867
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "video_latent",
+                "name": "video_latent",
+                "type": "LATENT",
+                "links": [
+                  13920
+                ]
+              },
+              {
+                "localized_name": "audio_latent",
+                "name": "audio_latent",
+                "type": "LATENT",
+                "links": [
+                  13870
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.5.1",
+              "Node name for S&R": "LTXVSeparateAVLatent",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5187,
+            "type": "LTXVLatentUpsampler",
+            "pos": [
+              -1480.4692474822355,
+              8236.22696831569
+            ],
+            "size": [
+              241.6626953125,
+              66
+            ],
+            "flags": {},
+            "order": 20,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "samples",
+                "name": "samples",
+                "type": "LATENT",
+                "link": 13920
+              },
+              {
+                "localized_name": "upscale_model",
+                "name": "upscale_model",
+                "type": "LATENT_UPSCALE_MODEL",
+                "link": 13923
+              },
+              {
+                "localized_name": "vae",
+                "name": "vae",
+                "type": "VAE",
+                "link": 13921
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "LATENT",
+                "name": "LATENT",
+                "type": "LATENT",
+                "links": [
+                  13922
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.7.0",
+              "Node name for S&R": "LTXVLatentUpsampler",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          }
+        ],
+        "groups": [
+          {
+            "id": 16,
+            "title": "Preprocess",
+            "bounding": [
+              -2747.3935406459536,
+              7989.048890537093,
+              463.69534052629706,
+              523.207489244216
+            ],
+            "color": "#3f789e",
+            "font_size": 24,
+            "flags": {}
+          },
+          {
+            "id": 14,
+            "title": "Sampler Stage 1",
+            "bounding": [
+              -2271.6702155808644,
+              7990.430651698189,
+              751.8865925884897,
+              507.9015047631856
+            ],
+            "color": "#3f789e",
+            "font_size": 24,
+            "flags": {}
+          },
+          {
+            "id": 15,
+            "title": "Sampler Stage 2",
+            "bounding": [
+              -1504.677899170227,
+              7992.992871540304,
+              1005.9422044168796,
+              496.7593383253261
+            ],
+            "color": "#3f789e",
+            "font_size": 24,
+            "flags": {}
+          }
+        ],
+        "links": [
+          {
+            "id": 13856,
+            "origin_id": 5154,
+            "origin_slot": 0,
+            "target_id": 5155,
+            "target_slot": 0,
+            "type": "NOISE"
+          },
+          {
+            "id": 13857,
+            "origin_id": 5171,
+            "origin_slot": 0,
+            "target_id": 5155,
+            "target_slot": 1,
+            "type": "GUIDER"
+          },
+          {
+            "id": 13858,
+            "origin_id": 5152,
+            "origin_slot": 0,
+            "target_id": 5155,
+            "target_slot": 2,
+            "type": "SAMPLER"
+          },
+          {
+            "id": 13860,
+            "origin_id": 5160,
+            "origin_slot": 0,
+            "target_id": 5155,
+            "target_slot": 4,
+            "type": "LATENT"
+          },
+          {
+            "id": 13861,
+            "origin_id": 5155,
+            "origin_slot": 1,
+            "target_id": 5156,
+            "target_slot": 0,
+            "type": "LATENT"
+          },
+          {
+            "id": 13862,
+            "origin_id": 5158,
+            "origin_slot": 0,
+            "target_id": 5159,
+            "target_slot": 0,
+            "type": "NOISE"
+          },
+          {
+            "id": 13863,
+            "origin_id": 5151,
+            "origin_slot": 0,
+            "target_id": 5159,
+            "target_slot": 1,
+            "type": "GUIDER"
+          },
+          {
+            "id": 13864,
+            "origin_id": 5150,
+            "origin_slot": 0,
+            "target_id": 5159,
+            "target_slot": 2,
+            "type": "SAMPLER"
+          },
+          {
+            "id": 13866,
+            "origin_id": 5162,
+            "origin_slot": 0,
+            "target_id": 5159,
+            "target_slot": 4,
+            "type": "LATENT"
+          },
+          {
+            "id": 13870,
+            "origin_id": 5167,
+            "origin_slot": 1,
+            "target_id": 5160,
+            "target_slot": 1,
+            "type": "LATENT"
+          },
+          {
+            "id": 13874,
+            "origin_id": 5163,
+            "origin_slot": 0,
+            "target_id": 5162,
+            "target_slot": 0,
+            "type": "LATENT"
+          },
+          {
+            "id": 13875,
+            "origin_id": 5170,
+            "origin_slot": 0,
+            "target_id": 5162,
+            "target_slot": 1,
+            "type": "LATENT"
+          },
+          {
+            "id": 13876,
+            "origin_id": 5165,
+            "origin_slot": 0,
+            "target_id": 5163,
+            "target_slot": 0,
+            "type": "INT"
+          },
+          {
+            "id": 13877,
+            "origin_id": 5165,
+            "origin_slot": 1,
+            "target_id": 5163,
+            "target_slot": 1,
+            "type": "INT"
+          },
+          {
+            "id": 13878,
+            "origin_id": 5164,
+            "origin_slot": 0,
+            "target_id": 5165,
+            "target_slot": 0,
+            "type": "IMAGE"
+          },
+          {
+            "id": 13867,
+            "origin_id": 5159,
+            "origin_slot": 1,
+            "target_id": 5167,
+            "target_slot": 0,
+            "type": "LATENT"
+          },
+          {
+            "id": 13871,
+            "origin_id": 5156,
+            "origin_slot": 1,
+            "target_id": 5169,
+            "target_slot": 0,
+            "type": "LATENT"
+          },
+          {
+            "id": 13879,
+            "origin_id": -10,
+            "origin_slot": 0,
+            "target_id": 5151,
+            "target_slot": 0,
+            "type": "MODEL"
+          },
+          {
+            "id": 13880,
+            "origin_id": -10,
+            "origin_slot": 4,
+            "target_id": 5151,
+            "target_slot": 2,
+            "type": "CONDITIONING"
+          },
+          {
+            "id": 13894,
+            "origin_id": -10,
+            "origin_slot": 4,
+            "target_id": 5171,
+            "target_slot": 2,
+            "type": "CONDITIONING"
+          },
+          {
+            "id": 13882,
+            "origin_id": -10,
+            "origin_slot": 8,
+            "target_id": 5163,
+            "target_slot": 2,
+            "type": "INT"
+          },
+          {
+            "id": 13883,
+            "origin_id": -10,
+            "origin_slot": 8,
+            "target_id": 5170,
+            "target_slot": 1,
+            "type": "INT"
+          },
+          {
+            "id": 13889,
+            "origin_id": -10,
+            "origin_slot": 6,
+            "target_id": 5169,
+            "target_slot": 1,
+            "type": "VAE"
+          },
+          {
+            "id": 13888,
+            "origin_id": -10,
+            "origin_slot": 6,
+            "target_id": 5170,
+            "target_slot": 0,
+            "type": "VAE"
+          },
+          {
+            "id": 13884,
+            "origin_id": -10,
+            "origin_slot": 9,
+            "target_id": 5170,
+            "target_slot": 2,
+            "type": "INT"
+          },
+          {
+            "id": 13886,
+            "origin_id": 5169,
+            "origin_slot": 0,
+            "target_id": -20,
+            "target_slot": 1,
+            "type": "AUDIO"
+          },
+          {
+            "id": 13905,
+            "origin_id": 5182,
+            "origin_slot": 0,
+            "target_id": 5159,
+            "target_slot": 3,
+            "type": "SIGMAS"
+          },
+          {
+            "id": 13906,
+            "origin_id": 5183,
+            "origin_slot": 0,
+            "target_id": 5155,
+            "target_slot": 3,
+            "type": "SIGMAS"
+          },
+          {
+            "id": 13907,
+            "origin_id": -10,
+            "origin_slot": 1,
+            "target_id": 5171,
+            "target_slot": 0,
+            "type": "MODEL"
+          },
+          {
+            "id": 13908,
+            "origin_id": -10,
+            "origin_slot": 10,
+            "target_id": 5158,
+            "target_slot": 0,
+            "type": "INT"
+          },
+          {
+            "id": 13914,
+            "origin_id": -10,
+            "origin_slot": 7,
+            "target_id": 5164,
+            "target_slot": 0,
+            "type": "IMAGE"
+          },
+          {
+            "id": 13915,
+            "origin_id": -10,
+            "origin_slot": 3,
+            "target_id": 5151,
+            "target_slot": 1,
+            "type": "CONDITIONING"
+          },
+          {
+            "id": 13916,
+            "origin_id": -10,
+            "origin_slot": 3,
+            "target_id": 5171,
+            "target_slot": 1,
+            "type": "CONDITIONING"
+          },
+          {
+            "id": 13917,
+            "origin_id": 5156,
+            "origin_slot": 0,
+            "target_id": 5185,
+            "target_slot": 1,
+            "type": "LATENT"
+          },
+          {
+            "id": 13918,
+            "origin_id": -10,
+            "origin_slot": 5,
+            "target_id": 5185,
+            "target_slot": 0,
+            "type": "VAE"
+          },
+          {
+            "id": 13919,
+            "origin_id": 5185,
+            "origin_slot": 0,
+            "target_id": -20,
+            "target_slot": 0,
+            "type": "IMAGE"
+          },
+          {
+            "id": 13920,
+            "origin_id": 5167,
+            "origin_slot": 0,
+            "target_id": 5187,
+            "target_slot": 0,
+            "type": "LATENT"
+          },
+          {
+            "id": 13921,
+            "origin_id": -10,
+            "origin_slot": 5,
+            "target_id": 5187,
+            "target_slot": 2,
+            "type": "VAE"
+          },
+          {
+            "id": 13922,
+            "origin_id": 5187,
+            "origin_slot": 0,
+            "target_id": 5160,
+            "target_slot": 0,
+            "type": "LATENT"
+          },
+          {
+            "id": 13923,
+            "origin_id": -10,
+            "origin_slot": 2,
+            "target_id": 5187,
+            "target_slot": 1,
+            "type": "LATENT_UPSCALE_MODEL"
+          }
+        ],
+        "extra": {
+          "workflowRendererVersion": "LG"
+        }
+      }
+    ]
+  },
+  "config": {},
+  "extra": {
+    "workflowRendererVersion": "LG",
+    "ue_links": [],
+    "ds": {
+      "scale": 0.45,
+      "offset": [
+        3724.8473954894075,
+        -6749.042317111598
+      ]
+    },
+    "frontendVersion": "1.35.9",
+    "VHS_latentpreview": true,
+    "VHS_latentpreviewrate": 0,
+    "VHS_MetadataImage": true,
+    "VHS_KeepIntermediate": true
+  },
+  "version": 0.4
+}

LTX-2_T2V_Full_wLora.json

@@ -0,0 +1,3194 @@
+{
+  "id": "2d995555-9a88-4480-bc48-960928d44208",
+  "revision": 0,
+  "last_node_id": 5274,
+  "last_link_id": 14038,
+  "nodes": [
+    {
+      "id": 5223,
+      "type": "CreateVideo",
+      "pos": [
+        -1805.9191518229377,
+        8313.410516500595
+      ],
+      "size": [
+        210,
+        78
+      ],
+      "flags": {},
+      "order": 21,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 14036
+        },
+        {
+          "name": "audio",
+          "shape": 7,
+          "type": "AUDIO",
+          "link": 14037
+        },
+        {
+          "name": "fps",
+          "type": "FLOAT",
+          "widget": {
+            "name": "fps"
+          },
+          "link": 13982
+        }
+      ],
+      "outputs": [
+        {
+          "name": "VIDEO",
+          "type": "VIDEO",
+          "links": [
+            13979
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "Node name for S&R": "CreateVideo",
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "fps": true
+          },
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        30
+      ]
+    },
+    {
+      "id": 5232,
+      "type": "EmptyImage",
+      "pos": [
+        -2933.414241117287,
+        8358.807856915175
+      ],
+      "size": [
+        210,
+        130
+      ],
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            14027
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "Node name for S&R": "EmptyImage",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        1920,
+        1088,
+        1,
+        0
+      ]
+    },
+    {
+      "id": 5235,
+      "type": "CM_FloatToInt",
+      "pos": [
+        -2936.33335261475,
+        8791.840964228226
+      ],
+      "size": [
+        214.03773034527285,
+        58
+      ],
+      "flags": {},
+      "order": 12,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "a",
+          "type": "FLOAT",
+          "widget": {
+            "name": "a"
+          },
+          "link": 13980
+        }
+      ],
+      "outputs": [
+        {
+          "name": "INT",
+          "type": "INT",
+          "links": [
+            14029
+          ]
+        }
+      ],
+      "title": "Frame Rate",
+      "properties": {
+        "Node name for S&R": "CM_FloatToInt"
+      },
+      "widgets_values": [
+        0
+      ]
+    },
+    {
+      "id": 5236,
+      "type": "PrimitiveFloat",
+      "pos": [
+        -2942.289721613317,
+        8659.704185822162
+      ],
+      "size": [
+        210,
+        58
+      ],
+      "flags": {},
+      "order": 1,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "FLOAT",
+          "type": "FLOAT",
+          "links": [
+            13980,
+            13982,
+            13983
+          ]
+        }
+      ],
+      "title": "Frame Rate",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "Node name for S&R": "PrimitiveFloat",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        24
+      ]
+    },
+    {
+      "id": 5220,
+      "type": "CheckpointLoaderSimple",
+      "pos": [
+        -3631.9850884317184,
+        8347.250691061321
+      ],
+      "size": [
+        407.1770500664943,
+        99.93503409866116
+      ],
+      "flags": {},
+      "order": 2,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            13957,
+            13959
+          ]
+        },
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": []
+        },
+        {
+          "name": "VAE",
+          "type": "VAE",
+          "links": [
+            14034
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.56",
+        "Node name for S&R": "CheckpointLoaderSimple",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "ltx-2-19b-dev.safetensors"
+      ]
+    },
+    {
+      "id": 5219,
+      "type": "LTXVAudioVAELoader",
+      "pos": [
+        -3637.1465575074335,
+        8804.875753924302
+      ],
+      "size": [
+        424.18031362607053,
+        58
+      ],
+      "flags": {},
+      "order": 3,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "Audio VAE",
+          "type": "VAE",
+          "links": [
+            14028
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.64",
+        "Node name for S&R": "LTXVAudioVAELoader",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "ltx-2-19b-dev.safetensors"
+      ]
+    },
+    {
+      "id": 5216,
+      "type": "LoraLoaderModelOnly",
+      "pos": [
+        -3197.2762910684833,
+        8383.672331407945
+      ],
+      "size": [
+        210,
+        82
+      ],
+      "flags": {},
+      "order": 13,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 13957
+        }
+      ],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            13958
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.68",
+        "Node name for S&R": "LoraLoaderModelOnly",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "ltxv/ltx2/ltx-2-19b-distilled-lora-384.safetensors",
+        0.6
+      ]
+    },
+    {
+      "id": 5075,
+      "type": "SaveVideo",
+      "pos": [
+        -1577.9547757855387,
+        8313.151531938616
+      ],
+      "size": [
+        670.0771562911698,
+        584.6954036515563
+      ],
+      "flags": {},
+      "order": 22,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "video",
+          "type": "VIDEO",
+          "link": 13979
+        }
+      ],
+      "outputs": [],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "video/LTX-2",
+        "auto",
+        "auto"
+      ]
+    },
+    {
+      "id": 5218,
+      "type": "LTXVGemmaCLIPModelLoader",
+      "pos": [
+        -3636.3289573223046,
+        8653.036862529052
+      ],
+      "size": [
+        421.93656760943577,
+        106
+      ],
+      "flags": {},
+      "order": 4,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "links": [
+            13963,
+            13964,
+            13965
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "ComfyUI-LTXVideo",
+        "ver": "aa0e2f1709a2a5f35a70de667cd5e4f4ebfad4fe",
+        "Node name for S&R": "LTXVGemmaCLIPModelLoader",
+        "ue_properties": {
+          "version": "7.5.2",
+          "widget_ue_connectable": {
+            "model_path": true,
+            "max_length": true
+          },
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "gemma-3-12b-it-qat-q4_0-unquantized/model-00001-of-00005.safetensors",
+        "ltx-2-19b-dev.safetensors",
+        1024
+      ]
+    },
+    {
+      "id": 5229,
+      "type": "LTXVConditioning",
+      "pos": [
+        -2306.387910249023,
+        8740.929135810758
+      ],
+      "size": [
+        210,
+        94
+      ],
+      "flags": {},
+      "order": 19,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": 13967
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": 13968
+        },
+        {
+          "name": "frame_rate",
+          "type": "FLOAT",
+          "widget": {
+            "name": "frame_rate"
+          },
+          "link": 13983
+        }
+      ],
+      "outputs": [
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            14031
+          ]
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "slot_index": 1,
+          "links": [
+            14032
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.28",
+        "Node name for S&R": "LTXVConditioning",
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "frame_rate": true
+          },
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        25
+      ]
+    },
+    {
+      "id": 5228,
+      "type": "CLIPTextEncode",
+      "pos": [
+        -2307.3357609769005,
+        8688.298695601421
+      ],
+      "size": [
+        307.2346496582031,
+        47
+      ],
+      "flags": {
+        "collapsed": true
+      },
+      "order": 18,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 13965
+        },
+        {
+          "name": "text",
+          "type": "STRING",
+          "widget": {
+            "name": "text"
+          },
+          "link": 13966
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            13967
+          ]
+        }
+      ],
+      "title": "Enhanced Prompt (Positive)",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.28",
+        "Node name for S&R": "CLIPTextEncode",
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "text": true
+          },
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        ""
+      ],
+      "color": "#232",
+      "bgcolor": "#353"
+    },
+    {
+      "id": 5221,
+      "type": "LoraLoaderModelOnly",
+      "pos": [
+        -2435.0393201037195,
+        8163.778513700478
+      ],
+      "size": [
+        210,
+        82
+      ],
+      "flags": {},
+      "order": 17,
+      "mode": 4,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 13958
+        }
+      ],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            14030
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.68",
+        "Node name for S&R": "LoraLoaderModelOnly",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "your_camera_lora.safetensors",
+        1
+      ]
+    },
+    {
+      "id": 5222,
+      "type": "LoraLoaderModelOnly",
+      "pos": [
+        -2668.636981453724,
+        8162.466693154896
+      ],
+      "size": [
+        220.14623500416474,
+        90.32621827319144
+      ],
+      "flags": {},
+      "order": 14,
+      "mode": 4,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 13959
+        }
+      ],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            14033
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.68",
+        "Node name for S&R": "LoraLoaderModelOnly",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "your_camera_lora.safetensors",
+        1
+      ]
+    },
+    {
+      "id": 5226,
+      "type": "CLIPTextEncode",
+      "pos": [
+        -2655.5275979204835,
+        8707.696034280034
+      ],
+      "size": [
+        313.9271213812535,
+        160.84366176012554
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 15,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 13963
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            13968
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.28",
+        "Node name for S&R": "CLIPTextEncode",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "blurry, low quality, still frame, frames, watermark, overlay, titles, has blurbox, has subtitles"
+      ],
+      "color": "#322",
+      "bgcolor": "#533"
+    },
+    {
+      "id": 5270,
+      "type": "LatentUpscaleModelLoader",
+      "pos": [
+        -3625.8131648839753,
+        8493.432696308342
+      ],
+      "size": [
+        396.1660435338662,
+        90.46574270449128
+      ],
+      "flags": {},
+      "order": 5,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "LATENT_UPSCALE_MODEL",
+          "type": "LATENT_UPSCALE_MODEL",
+          "links": [
+            14038
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.7.0",
+        "Node name for S&R": "LatentUpscaleModelLoader",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "ltx-2-spatial-upscaler-x2-1.0.safetensors"
+      ]
+    },
+    {
+      "id": 5272,
+      "type": "MarkdownNote",
+      "pos": [
+        -4098.12527845955,
+        8674.002846129224
+      ],
+      "size": [
+        423.87576766895836,
+        201.4320443144279
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 6,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Prompting LTX-2",
+      "properties": {
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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. **Consistency**: Avoid instructions that do not match the reference image, as this will degrade results\n"
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 5271,
+      "type": "MarkdownNote",
+      "pos": [
+        -4097.264766588089,
+        8196.114629590485
+      ],
+      "size": [
+        421.1303542521987,
+        436.3332627074051
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 7,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Model Links",
+      "properties": {
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "## Model Links\n\n**LTX-2 Model Weights**\n\n- [ltx-2-19b.safetensors](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b.safetensors)\n- [ ltx-2-spatial-upscaler-x2-1.0.safetensors ](https://huggingface.co/Lightricks/LTX-2/tree/main/ltx-2-spatial-upscaler-x2-1.0.safetensors)\n\n**Text Encoder**\n- [Google Gemma 3](https://huggingface.co/google/gemma-3-12b-pt)\n\n**Model Storage Location**\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│   ├── 📂 text_encoders/\n│   │      ├── comfy_gemma_3_12B_it.safetensors\n│   ├── 📂 checkpoints/\n│   │      └── ltx-2-19b.safetensors\n│   ├── 📂 latent_upscale_models/ \n           └── ltx-2-spatial-upscaler-x2-1.0.safetensors\n```\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"
+    },
+    {
+      "id": 5273,
+      "type": "MarkdownNote",
+      "pos": [
+        -2943.241504237536,
+        8161.259137854798
+      ],
+      "size": [
+        240.16187366614236,
+        98.41687371924309
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 8,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Video Size",
+      "properties": {
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 5274,
+      "type": "MarkdownNote",
+      "pos": [
+        -2679.7373441625773,
+        7861.17563988318
+      ],
+      "size": [
+        476.19110164532435,
+        207.4316250893462
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 9,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "LoRA",
+      "properties": {
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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": 5227,
+      "type": "LTXVGemmaEnhancePrompt",
+      "pos": [
+        -2302.473950325332,
+        8630.055358449259
+      ],
+      "size": [
+        369.82634110464005,
+        194
+      ],
+      "flags": {
+        "collapsed": true
+      },
+      "order": 16,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 13964
+        },
+        {
+          "name": "image",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        },
+        {
+          "name": "prompt",
+          "type": "STRING",
+          "widget": {
+            "name": "prompt"
+          },
+          "link": 13984
+        }
+      ],
+      "outputs": [
+        {
+          "name": "enhanced_prompt",
+          "type": "STRING",
+          "links": [
+            13966
+          ]
+        }
+      ],
+      "title": "Enhancer",
+      "properties": {
+        "cnr_id": "ComfyUI-LTXVideo",
+        "ver": "aa0e2f1709a2a5f35a70de667cd5e4f4ebfad4fe",
+        "Node name for S&R": "LTXVGemmaEnhancePrompt",
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "prompt": true
+          },
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "",
+        "You are a Creative Assistant. Given a user's raw input prompt describing a scene or concept, expand it into a detailed video generation prompt with specific visuals and integrated audio to guide a text-to-video model.\n\n#### Guidelines\n- Strictly follow all aspects of the user's raw input: include every element requested (style, visuals, motions, actions, camera movement, audio).\n    - If the input is vague, invent concrete details: lighting, textures, materials, scene settings, etc.\n        - For characters: describe gender, clothing, hair, expressions. DO NOT invent unrequested characters.\n- Use active language: present-progressive verbs (\"is walking,\" \"speaking\"). If no action specified, describe natural movements.\n- Maintain chronological flow: use temporal connectors (\"as,\" \"then,\" \"while\").\n- Audio layer: Describe complete soundscape (background audio, ambient sounds, SFX, speech/music when requested). Integrate sounds chronologically alongside actions. Be specific (e.g., \"soft footsteps on tile\"), not vague (e.g., \"ambient sound is present\").\n- Speech (only when requested): \n    - For ANY speech-related input (talking, conversation, singing, etc.), ALWAYS include exact words in quotes with voice characteristics (e.g., \"The man says in an excited voice: 'You won't believe what I just saw!'\").\n    - Specify language if not English and accent if relevant.\n- Style: Include visual style at the beginning: \"Style: <style>, <rest of prompt>.\" Default to cinematic-realistic if unspecified. Omit if unclear.\n- Visual and audio only: NO non-visual/auditory senses (smell, taste, touch).\n- Restrained language: Avoid dramatic/exaggerated terms. Use mild, natural phrasing.\n    - Colors: Use plain terms (\"red dress\"), not intensified (\"vibrant blue,\" \"bright red\").\n    - Lighting: Use neutral descriptions (\"soft overhead light\"), not harsh (\"blinding light\").\n    - Facial features: Use delicate modifiers for subtle features (i.e., \"subtle freckles\").\n\n#### Important notes: \n- Analyze the user's raw input carefully. In cases of FPV or POV, exclude the description of the subject whose POV is requested.\n- Camera motion: DO NOT invent camera motion unless requested by the user.\n- Speech: DO NOT modify user-provided character dialogue unless it's a typo.\n- No timestamps or cuts: DO NOT use timestamps or describe scene cuts unless explicitly requested.\n- Format: DO NOT use phrases like \"The scene opens with...\". Start directly with Style (optional) and chronological scene description.\n- Format: DO NOT start your response with special characters.\n- DO NOT invent dialogue unless the user mentions speech/talking/singing/conversation.\n- If the user's raw input prompt is highly detailed, chronological and in the requested format: DO NOT make major edits or introduce new elements. Add/enhance audio descriptions if missing.\n\n#### Output Format (Strict):\n- Single continuous paragraph in natural language (English).\n- NO titles, headings, prefaces, code fences, or Markdown.\n- If unsafe/invalid, return original user prompt. Never ask questions or clarifications.\n\nYour output quality is CRITICAL. Generate visually rich, dynamic prompts with integrated audio for high-quality video generation.\n\n#### Example\nInput: \"A woman at a coffee shop talking on the phone\"\nOutput:\nStyle: realistic with cinematic lighting. In a medium close-up, a woman in her early 30s with shoulder-length brown hair sits at a small wooden table by the window. She wears a cream-colored turtleneck sweater, holding a white ceramic coffee cup in one hand and a smartphone to her ear with the other. Ambient cafe sounds fill the space—espresso machine hiss, quiet conversations, gentle clinking of cups. The woman listens intently, nodding slightly, then takes a sip of her coffee and sets it down with a soft clink. Her face brightens into a warm smile as she speaks in a clear, friendly voice, 'That sounds perfect! I'd love to meet up this weekend. How about Saturday afternoon?' She laughs softly—a genuine chuckle—and shifts in her chair. Behind her, other patrons move subtly in and out of focus. 'Great, I'll see you then,' she concludes cheerfully, lowering the phone.",
+        512,
+        true,
+        2603156730,
+        "randomize"
+      ]
+    },
+    {
+      "id": 5225,
+      "type": "PrimitiveStringMultiline",
+      "pos": [
+        -2658.9981943763814,
+        8349.827956066236
+      ],
+      "size": [
+        312.1591137598489,
+        314.2382942594604
+      ],
+      "flags": {},
+      "order": 10,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "STRING",
+          "type": "STRING",
+          "links": [
+            13984
+          ]
+        }
+      ],
+      "title": "Positive Prompt",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "Node name for S&R": "PrimitiveStringMultiline",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "cinematic drama movie scene shows a closeup of a blonde woman wearing a red sweater hanging out of the open door of a moving train, looking outside and smiling. the camera is fixed to the train's side as the train moves forward on the track. the woman seems excited and says: \" I think we're almost there!\". we hear the train's engine in the background. then, a little boy with brown hair pops his head out of the train along with the woman, looking at her in excitement. he then asks her: \"This is Nana's old village, isn't it?\". she nodes and embraces him joyfully."
+      ],
+      "color": "#232",
+      "bgcolor": "#353"
+    },
+    {
+      "id": 5261,
+      "type": "65e1c5bd-6c3a-4569-960f-5a9656bb6cef",
+      "pos": [
+        -2033.145605075496,
+        8315.679575761673
+      ],
+      "size": [
+        210,
+        290
+      ],
+      "flags": {},
+      "order": 20,
+      "mode": 0,
+      "inputs": [
+        {
+          "label": "model stage 1",
+          "name": "model_1",
+          "type": "MODEL",
+          "link": 14033
+        },
+        {
+          "label": "model stage 2",
+          "name": "model",
+          "type": "MODEL",
+          "link": 14030
+        },
+        {
+          "label": "upscale model",
+          "name": "upscale_model_1",
+          "type": "LATENT_UPSCALE_MODEL",
+          "link": 14038
+        },
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": 14031
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": 14032
+        },
+        {
+          "label": "VAE",
+          "name": "vae",
+          "type": "VAE",
+          "link": 14034
+        },
+        {
+          "label": "audio vae",
+          "name": "audio_vae",
+          "type": "VAE",
+          "link": 14028
+        },
+        {
+          "label": "empty latent image",
+          "name": "empty_latent_image",
+          "type": "IMAGE",
+          "link": 14027
+        },
+        {
+          "name": "length",
+          "type": "INT",
+          "widget": {
+            "name": "length"
+          },
+          "link": 14026
+        },
+        {
+          "label": "frame rate",
+          "name": "frame_rate",
+          "type": "INT",
+          "widget": {
+            "name": "frame_rate"
+          },
+          "link": 14029
+        },
+        {
+          "label": "noise seed",
+          "name": "noise_seed",
+          "type": "INT",
+          "widget": {
+            "name": "noise_seed"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "label": "images",
+          "name": "empty latent image",
+          "type": "IMAGE",
+          "links": [
+            14036
+          ]
+        },
+        {
+          "label": "audio",
+          "name": "audio",
+          "type": "AUDIO",
+          "links": [
+            14037
+          ]
+        }
+      ],
+      "properties": {
+        "proxyWidgets": [
+          [
+            "-1",
+            "length"
+          ],
+          [
+            "-1",
+            "frame_rate"
+          ],
+          [
+            "-1",
+            "noise_seed"
+          ],
+          [
+            "5257",
+            "control_after_generate"
+          ]
+        ],
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "length": true,
+            "frame_rate": true,
+            "noise_seed": true
+          },
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        121,
+        25,
+        43
+      ]
+    },
+    {
+      "id": 5233,
+      "type": "PrimitiveInt",
+      "pos": [
+        -2930.33867108064,
+        8527.25744685942
+      ],
+      "size": [
+        210,
+        82
+      ],
+      "flags": {},
+      "order": 11,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "INT",
+          "type": "INT",
+          "links": [
+            14026
+          ]
+        }
+      ],
+      "title": "length",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "Node name for S&R": "PrimitiveInt",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        241,
+        "fixed"
+      ]
+    }
+  ],
+  "links": [
+    [
+      13957,
+      5220,
+      0,
+      5216,
+      0,
+      "MODEL"
+    ],
+    [
+      13958,
+      5216,
+      0,
+      5221,
+      0,
+      "MODEL"
+    ],
+    [
+      13959,
+      5220,
+      0,
+      5222,
+      0,
+      "MODEL"
+    ],
+    [
+      13963,
+      5218,
+      0,
+      5226,
+      0,
+      "CLIP"
+    ],
+    [
+      13964,
+      5218,
+      0,
+      5227,
+      0,
+      "CLIP"
+    ],
+    [
+      13965,
+      5218,
+      0,
+      5228,
+      0,
+      "CLIP"
+    ],
+    [
+      13966,
+      5227,
+      0,
+      5228,
+      1,
+      "STRING"
+    ],
+    [
+      13967,
+      5228,
+      0,
+      5229,
+      0,
+      "CONDITIONING"
+    ],
+    [
+      13968,
+      5226,
+      0,
+      5229,
+      1,
+      "CONDITIONING"
+    ],
+    [
+      13979,
+      5223,
+      0,
+      5075,
+      0,
+      "VIDEO"
+    ],
+    [
+      13980,
+      5236,
+      0,
+      5235,
+      0,
+      "FLOAT"
+    ],
+    [
+      13982,
+      5236,
+      0,
+      5223,
+      2,
+      "FLOAT"
+    ],
+    [
+      13983,
+      5236,
+      0,
+      5229,
+      2,
+      "FLOAT"
+    ],
+    [
+      13984,
+      5225,
+      0,
+      5227,
+      2,
+      "STRING"
+    ],
+    [
+      14026,
+      5233,
+      0,
+      5261,
+      8,
+      "INT"
+    ],
+    [
+      14027,
+      5232,
+      0,
+      5261,
+      7,
+      "IMAGE"
+    ],
+    [
+      14028,
+      5219,
+      0,
+      5261,
+      6,
+      "VAE"
+    ],
+    [
+      14029,
+      5235,
+      0,
+      5261,
+      9,
+      "INT"
+    ],
+    [
+      14030,
+      5221,
+      0,
+      5261,
+      1,
+      "MODEL"
+    ],
+    [
+      14031,
+      5229,
+      0,
+      5261,
+      3,
+      "CONDITIONING"
+    ],
+    [
+      14032,
+      5229,
+      1,
+      5261,
+      4,
+      "CONDITIONING"
+    ],
+    [
+      14033,
+      5222,
+      0,
+      5261,
+      0,
+      "MODEL"
+    ],
+    [
+      14034,
+      5220,
+      2,
+      5261,
+      5,
+      "VAE"
+    ],
+    [
+      14036,
+      5261,
+      0,
+      5223,
+      0,
+      "IMAGE"
+    ],
+    [
+      14037,
+      5261,
+      1,
+      5223,
+      1,
+      "AUDIO"
+    ],
+    [
+      14038,
+      5270,
+      0,
+      5261,
+      2,
+      "LATENT_UPSCALE_MODEL"
+    ]
+  ],
+  "groups": [
+    {
+      "id": 3,
+      "title": "Distilled LoRA",
+      "bounding": [
+        -3205.377454715306,
+        8311.025332294626,
+        227.76438889738665,
+        160.67019090193116
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 4,
+      "title": "Step 3 - Prompt",
+      "bounding": [
+        -2683.7828376564075,
+        8282.131334105143,
+        625.6647400789334,
+        604.0581519790785
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 9,
+      "title": "Step 2 - Video Size",
+      "bounding": [
+        -2943.414241117288,
+        8276.896313546535,
+        235.4858671657239,
+        607.3991486775585
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 1,
+      "title": "Step 1 - Load Model",
+      "bounding": [
+        -3656.118574888931,
+        8270.177953895558,
+        688.6578868633646,
+        611.7405603220041
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 13,
+      "title": "LoRA",
+      "bounding": [
+        -2683.522418229063,
+        8085.483345895556,
+        479.4688431108343,
+        177.31430712103975
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 14,
+      "title": "Enhancer",
+      "bounding": [
+        -2324.667510821061,
+        8544.429594632302,
+        244.63094702204353,
+        309.8288989962266
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    }
+  ],
+  "definitions": {
+    "subgraphs": [
+      {
+        "id": "65e1c5bd-6c3a-4569-960f-5a9656bb6cef",
+        "version": 1,
+        "state": {
+          "lastGroupId": 16,
+          "lastNodeId": 5262,
+          "lastLinkId": 14030,
+          "lastRerouteId": 0
+        },
+        "revision": 0,
+        "config": {},
+        "name": "Samplers",
+        "inputNode": {
+          "id": -10,
+          "bounding": [
+            -3261.529812510563,
+            8303.94980627538,
+            148.486328125,
+            260
+          ]
+        },
+        "outputNode": {
+          "id": -20,
+          "bounding": [
+            -399.63765324993426,
+            8383.94980627538,
+            120,
+            80
+          ]
+        },
+        "inputs": [
+          {
+            "id": "2ff7c9e4-c339-49f1-b798-20312fdc5a07",
+            "name": "model_1",
+            "type": "MODEL",
+            "linkIds": [
+              14007
+            ],
+            "localized_name": "model_1",
+            "label": "model stage 1",
+            "pos": [
+              -3133.043484385563,
+              8323.94980627538
+            ]
+          },
+          {
+            "id": "28183218-914d-477a-9746-4dadc90d6b71",
+            "name": "model",
+            "type": "MODEL",
+            "linkIds": [
+              14021
+            ],
+            "localized_name": "model",
+            "label": "model stage 2",
+            "pos": [
+              -3133.043484385563,
+              8343.94980627538
+            ]
+          },
+          {
+            "id": "9d45b49e-8187-4830-b49a-dd535b68d6a7",
+            "name": "upscale_model_1",
+            "type": "LATENT_UPSCALE_MODEL",
+            "linkIds": [
+              14030
+            ],
+            "label": "upscale model",
+            "pos": [
+              -3133.043484385563,
+              8363.94980627538
+            ]
+          },
+          {
+            "id": "5eb9608a-b407-499a-8962-cc88ffea4ccb",
+            "name": "positive",
+            "type": "CONDITIONING",
+            "linkIds": [
+              14009,
+              14008
+            ],
+            "localized_name": "positive",
+            "pos": [
+              -3133.043484385563,
+              8383.94980627538
+            ]
+          },
+          {
+            "id": "64af5ed5-4bb6-456f-bf73-e6ebe481ef39",
+            "name": "negative",
+            "type": "CONDITIONING",
+            "linkIds": [
+              14011,
+              14010
+            ],
+            "localized_name": "negative",
+            "pos": [
+              -3133.043484385563,
+              8403.94980627538
+            ]
+          },
+          {
+            "id": "91449538-9582-4fd3-9fdf-815ad6284ef8",
+            "name": "vae",
+            "type": "VAE",
+            "linkIds": [
+              14023,
+              14028
+            ],
+            "localized_name": "vae",
+            "label": "VAE",
+            "pos": [
+              -3133.043484385563,
+              8423.94980627538
+            ]
+          },
+          {
+            "id": "90930c6f-5469-4a7f-a1d1-a22c823ced55",
+            "name": "audio_vae",
+            "type": "VAE",
+            "linkIds": [
+              14018,
+              14017
+            ],
+            "localized_name": "audio_vae",
+            "label": "audio vae",
+            "pos": [
+              -3133.043484385563,
+              8443.94980627538
+            ]
+          },
+          {
+            "id": "03a7fb3b-3612-44d6-a699-70e5d5bdd43e",
+            "name": "empty_latent_image",
+            "type": "IMAGE",
+            "linkIds": [
+              14014
+            ],
+            "localized_name": "image",
+            "label": "empty latent image",
+            "pos": [
+              -3133.043484385563,
+              8463.94980627538
+            ]
+          },
+          {
+            "id": "525b1563-bc72-4493-b232-2be38ff79ef7",
+            "name": "length",
+            "type": "INT",
+            "linkIds": [
+              14012,
+              14013
+            ],
+            "localized_name": "length",
+            "pos": [
+              -3133.043484385563,
+              8483.94980627538
+            ]
+          },
+          {
+            "id": "66205b93-a31f-4ed9-8197-ba2efd849619",
+            "name": "frame_rate",
+            "type": "INT",
+            "linkIds": [
+              14019
+            ],
+            "localized_name": "frame_rate",
+            "label": "frame rate",
+            "pos": [
+              -3133.043484385563,
+              8503.94980627538
+            ]
+          },
+          {
+            "id": "a0baabaf-9854-43b5-bb8f-a1a3b547d8e1",
+            "name": "noise_seed",
+            "type": "INT",
+            "linkIds": [
+              14026
+            ],
+            "label": "noise seed",
+            "pos": [
+              -3133.043484385563,
+              8523.94980627538
+            ]
+          }
+        ],
+        "outputs": [
+          {
+            "id": "e275197d-ec10-4998-a6a3-68cb99a0340e",
+            "name": "empty latent image",
+            "type": "IMAGE",
+            "linkIds": [
+              14025
+            ],
+            "localized_name": "image",
+            "label": "images",
+            "pos": [
+              -379.63765324993426,
+              8403.94980627538
+            ]
+          },
+          {
+            "id": "9deb98f9-530a-43c6-a214-70983426ae8f",
+            "name": "audio",
+            "type": "AUDIO",
+            "linkIds": [
+              14020
+            ],
+            "localized_name": "Audio",
+            "label": "audio",
+            "pos": [
+              -379.63765324993426,
+              8423.94980627538
+            ]
+          }
+        ],
+        "widgets": [],
+        "nodes": [
+          {
+            "id": 5240,
+            "type": "LTXVSeparateAVLatent",
+            "pos": [
+              -1181.8725479365553,
+              8518.12185035991
+            ],
+            "size": [
+              207.56944952444692,
+              46
+            ],
+            "flags": {},
+            "order": 4,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "av_latent",
+                "name": "av_latent",
+                "type": "LATENT",
+                "link": 13990
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "video_latent",
+                "name": "video_latent",
+                "type": "LATENT",
+                "links": [
+                  14024
+                ]
+              },
+              {
+                "localized_name": "audio_latent",
+                "name": "audio_latent",
+                "type": "LATENT",
+                "links": [
+                  14006
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.5.1",
+              "Node name for S&R": "LTXVSeparateAVLatent",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5241,
+            "type": "EmptyLTXVLatentVideo",
+            "pos": [
+              -2842.916515366549,
+              8350.81171441433
+            ],
+            "size": [
+              210,
+              170
+            ],
+            "flags": {},
+            "order": 5,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "width",
+                "name": "width",
+                "type": "INT",
+                "widget": {
+                  "name": "width"
+                },
+                "link": 14001
+              },
+              {
+                "localized_name": "height",
+                "name": "height",
+                "type": "INT",
+                "widget": {
+                  "name": "height"
+                },
+                "link": 14002
+              },
+              {
+                "localized_name": "length",
+                "name": "length",
+                "type": "INT",
+                "widget": {
+                  "name": "length"
+                },
+                "link": 14012
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "LATENT",
+                "name": "LATENT",
+                "type": "LATENT",
+                "links": [
+                  13999
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.43",
+              "Node name for S&R": "EmptyLTXVLatentVideo",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              960,
+              544,
+              121,
+              1
+            ]
+          },
+          {
+            "id": 5242,
+            "type": "ImageScaleBy",
+            "pos": [
+              -3066.305203135563,
+              8252.2236129061
+            ],
+            "size": [
+              210,
+              82
+            ],
+            "flags": {},
+            "order": 6,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "image",
+                "name": "image",
+                "type": "IMAGE",
+                "link": 14014
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "IMAGE",
+                "name": "IMAGE",
+                "type": "IMAGE",
+                "links": [
+                  14003
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.5.1",
+              "Node name for S&R": "ImageScaleBy",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              "nearest-exact",
+              0.5
+            ]
+          },
+          {
+            "id": 5243,
+            "type": "LTXVEmptyLatentAudio",
+            "pos": [
+              -2839.634104364859,
+              8550.978810627019
+            ],
+            "size": [
+              210,
+              106
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 7,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "audio_vae",
+                "name": "audio_vae",
+                "type": "VAE",
+                "link": 14018
+              },
+              {
+                "localized_name": "frames_number",
+                "name": "frames_number",
+                "type": "INT",
+                "widget": {
+                  "name": "frames_number"
+                },
+                "link": 14013
+              },
+              {
+                "localized_name": "frame_rate",
+                "name": "frame_rate",
+                "type": "INT",
+                "widget": {
+                  "name": "frame_rate"
+                },
+                "link": 14019
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "Latent",
+                "name": "Latent",
+                "type": "LATENT",
+                "links": [
+                  14000
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.64",
+              "Node name for S&R": "LTXVEmptyLatentAudio",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              121,
+              25,
+              1
+            ]
+          },
+          {
+            "id": 5244,
+            "type": "GetImageSize",
+            "pos": [
+              -3058.077492410218,
+              8373.718273070557
+            ],
+            "size": [
+              140,
+              66
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 8,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "image",
+                "name": "image",
+                "type": "IMAGE",
+                "link": 14003
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "width",
+                "name": "width",
+                "type": "INT",
+                "links": [
+                  14001
+                ]
+              },
+              {
+                "localized_name": "height",
+                "name": "height",
+                "type": "INT",
+                "links": [
+                  14002
+                ]
+              },
+              {
+                "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",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5245,
+            "type": "LTXVConcatAVLatent",
+            "pos": [
+              -2592.957223257706,
+              8421.602848948805
+            ],
+            "size": [
+              181.308203125,
+              46
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 9,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "video_latent",
+                "name": "video_latent",
+                "type": "LATENT",
+                "link": 13999
+              },
+              {
+                "localized_name": "audio_latent",
+                "name": "audio_latent",
+                "type": "LATENT",
+                "link": 14000
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "latent",
+                "name": "latent",
+                "type": "LATENT",
+                "links": [
+                  13995,
+                  13998
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.5.1",
+              "Node name for S&R": "LTXVConcatAVLatent",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5246,
+            "type": "SamplerCustomAdvanced",
+            "pos": [
+              -1182.9464286137077,
+              8367.620268859295
+            ],
+            "size": [
+              212.3638671875,
+              106
+            ],
+            "flags": {},
+            "order": 10,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "noise",
+                "name": "noise",
+                "type": "NOISE",
+                "link": 13986
+              },
+              {
+                "localized_name": "guider",
+                "name": "guider",
+                "type": "GUIDER",
+                "link": 13987
+              },
+              {
+                "localized_name": "sampler",
+                "name": "sampler",
+                "type": "SAMPLER",
+                "link": 13988
+              },
+              {
+                "localized_name": "sigmas",
+                "name": "sigmas",
+                "type": "SIGMAS",
+                "link": 14022
+              },
+              {
+                "localized_name": "latent_image",
+                "name": "latent_image",
+                "type": "LATENT",
+                "link": 13989
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "output",
+                "name": "output",
+                "type": "LATENT",
+                "links": []
+              },
+              {
+                "localized_name": "denoised_output",
+                "name": "denoised_output",
+                "type": "LATENT",
+                "links": [
+                  13990
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.71",
+              "Node name for S&R": "SamplerCustomAdvanced",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5247,
+            "type": "CFGGuider",
+            "pos": [
+              -1468.4784625382954,
+              8380.891364201943
+            ],
+            "size": [
+              270,
+              98
+            ],
+            "flags": {},
+            "order": 11,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "model",
+                "name": "model",
+                "type": "MODEL",
+                "link": 14021
+              },
+              {
+                "localized_name": "positive",
+                "name": "positive",
+                "type": "CONDITIONING",
+                "link": 14009
+              },
+              {
+                "localized_name": "negative",
+                "name": "negative",
+                "type": "CONDITIONING",
+                "link": 14011
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "GUIDER",
+                "name": "GUIDER",
+                "type": "GUIDER",
+                "links": [
+                  13987
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.71",
+              "Node name for S&R": "CFGGuider",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              1
+            ]
+          },
+          {
+            "id": 5248,
+            "type": "RandomNoise",
+            "pos": [
+              -1187.2850101459944,
+              8248.422384028861
+            ],
+            "size": [
+              270,
+              82
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 0,
+            "mode": 0,
+            "inputs": [],
+            "outputs": [
+              {
+                "localized_name": "NOISE",
+                "name": "NOISE",
+                "type": "NOISE",
+                "links": [
+                  13986
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.71",
+              "Node name for S&R": "RandomNoise",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              420,
+              "fixed"
+            ]
+          },
+          {
+            "id": 5249,
+            "type": "ManualSigmas",
+            "pos": [
+              -1473.5975123685519,
+              8557.523822439998
+            ],
+            "size": [
+              270,
+              58
+            ],
+            "flags": {},
+            "order": 1,
+            "mode": 0,
+            "inputs": [],
+            "outputs": [
+              {
+                "localized_name": "SIGMAS",
+                "name": "SIGMAS",
+                "type": "SIGMAS",
+                "links": [
+                  14022
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.5.1",
+              "Node name for S&R": "ManualSigmas",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              "0.909375, 0.725, 0.421875, 0.0"
+            ]
+          },
+          {
+            "id": 5250,
+            "type": "LTXVConcatAVLatent",
+            "pos": [
+              -1704.2991599493607,
+              8470.688343678978
+            ],
+            "size": [
+              181.308203125,
+              46
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 12,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "video_latent",
+                "name": "video_latent",
+                "type": "LATENT",
+                "link": 14029
+              },
+              {
+                "localized_name": "audio_latent",
+                "name": "audio_latent",
+                "type": "LATENT",
+                "link": 13997
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "latent",
+                "name": "latent",
+                "type": "LATENT",
+                "links": [
+                  13989
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.5.1",
+              "Node name for S&R": "LTXVConcatAVLatent",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5251,
+            "type": "KSamplerSelect",
+            "pos": [
+              -1438.8375946903009,
+              8255.164208457352
+            ],
+            "size": [
+              210,
+              74
+            ],
+            "flags": {},
+            "order": 2,
+            "mode": 0,
+            "inputs": [],
+            "outputs": [
+              {
+                "localized_name": "SAMPLER",
+                "name": "SAMPLER",
+                "type": "SAMPLER",
+                "links": [
+                  13988
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.71",
+              "Node name for S&R": "KSamplerSelect",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              "res_2s"
+            ]
+          },
+          {
+            "id": 5252,
+            "type": "CFGGuider",
+            "pos": [
+              -2401.575616392413,
+              8570.628712787868
+            ],
+            "size": [
+              270,
+              114
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 13,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "model",
+                "name": "model",
+                "type": "MODEL",
+                "link": 14007
+              },
+              {
+                "localized_name": "positive",
+                "name": "positive",
+                "type": "CONDITIONING",
+                "link": 14008
+              },
+              {
+                "localized_name": "negative",
+                "name": "negative",
+                "type": "CONDITIONING",
+                "link": 14010
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "GUIDER",
+                "name": "GUIDER",
+                "type": "GUIDER",
+                "links": [
+                  13992
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.71",
+              "Node name for S&R": "CFGGuider",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              4
+            ]
+          },
+          {
+            "id": 5253,
+            "type": "LTXVScheduler",
+            "pos": [
+              -2399.856558351124,
+              8356.068274794912
+            ],
+            "size": [
+              270,
+              170
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 14,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "latent",
+                "name": "latent",
+                "shape": 7,
+                "type": "LATENT",
+                "link": 13998
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "SIGMAS",
+                "name": "SIGMAS",
+                "type": "SIGMAS",
+                "links": [
+                  13994
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.64",
+              "Node name for S&R": "LTXVScheduler",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              20,
+              2.05,
+              0.95,
+              true,
+              0.1
+            ]
+          },
+          {
+            "id": 5254,
+            "type": "KSamplerSelect",
+            "pos": [
+              -2399.4481150213287,
+              8239.583834650779
+            ],
+            "size": [
+              210,
+              74
+            ],
+            "flags": {},
+            "order": 3,
+            "mode": 0,
+            "inputs": [],
+            "outputs": [
+              {
+                "localized_name": "SAMPLER",
+                "name": "SAMPLER",
+                "type": "SAMPLER",
+                "links": [
+                  13993
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.71",
+              "Node name for S&R": "KSamplerSelect",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              "res_2s"
+            ]
+          },
+          {
+            "id": 5255,
+            "type": "LTXVSeparateAVLatent",
+            "pos": [
+              -2083.1460899745184,
+              8576.520745839935
+            ],
+            "size": [
+              208.3835643108213,
+              46
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 15,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "av_latent",
+                "name": "av_latent",
+                "type": "LATENT",
+                "link": 14004
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "video_latent",
+                "name": "video_latent",
+                "type": "LATENT",
+                "links": [
+                  14027
+                ]
+              },
+              {
+                "localized_name": "audio_latent",
+                "name": "audio_latent",
+                "type": "LATENT",
+                "links": [
+                  13997
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.5.1",
+              "Node name for S&R": "LTXVSeparateAVLatent",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5256,
+            "type": "SamplerCustomAdvanced",
+            "pos": [
+              -2086.2129308906415,
+              8378.050469153663
+            ],
+            "size": [
+              212.3638671875,
+              130
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 16,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "noise",
+                "name": "noise",
+                "type": "NOISE",
+                "link": 13991
+              },
+              {
+                "localized_name": "guider",
+                "name": "guider",
+                "type": "GUIDER",
+                "link": 13992
+              },
+              {
+                "localized_name": "sampler",
+                "name": "sampler",
+                "type": "SAMPLER",
+                "link": 13993
+              },
+              {
+                "localized_name": "sigmas",
+                "name": "sigmas",
+                "type": "SIGMAS",
+                "link": 13994
+              },
+              {
+                "localized_name": "latent_image",
+                "name": "latent_image",
+                "type": "LATENT",
+                "link": 13995
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "output",
+                "name": "output",
+                "type": "LATENT",
+                "links": []
+              },
+              {
+                "localized_name": "denoised_output",
+                "name": "denoised_output",
+                "type": "LATENT",
+                "links": [
+                  14004
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.71",
+              "Node name for S&R": "SamplerCustomAdvanced",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5258,
+            "type": "LTXVSpatioTemporalTiledVAEDecode",
+            "pos": [
+              -861.1802313749349,
+              8286.739870594136
+            ],
+            "size": [
+              401.542578125,
+              246
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 18,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "vae",
+                "name": "vae",
+                "type": "VAE",
+                "link": 14023
+              },
+              {
+                "localized_name": "latents",
+                "name": "latents",
+                "type": "LATENT",
+                "link": 14024
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "image",
+                "name": "image",
+                "type": "IMAGE",
+                "links": [
+                  14025
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "ComfyUI-LTXVideo",
+              "ver": "aa0e2f1709a2a5f35a70de667cd5e4f4ebfad4fe",
+              "Node name for S&R": "LTXVSpatioTemporalTiledVAEDecode",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              4,
+              4,
+              16,
+              4,
+              false,
+              "auto",
+              "auto"
+            ]
+          },
+          {
+            "id": 5259,
+            "type": "LTXVAudioVAEDecode",
+            "pos": [
+              -857.0038598923734,
+              8581.822870474196
+            ],
+            "size": [
+              242.46932983398438,
+              46
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 19,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "samples",
+                "name": "samples",
+                "type": "LATENT",
+                "link": 14006
+              },
+              {
+                "localized_name": "audio_vae",
+                "name": "audio_vae",
+                "type": "VAE",
+                "link": 14017
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "Audio",
+                "name": "Audio",
+                "type": "AUDIO",
+                "links": [
+                  14020
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.64",
+              "Node name for S&R": "LTXVAudioVAEDecode",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 5257,
+            "type": "RandomNoise",
+            "pos": [
+              -2091.0285657652844,
+              8238.254959675034
+            ],
+            "size": [
+              270,
+              82
+            ],
+            "flags": {
+              "collapsed": false
+            },
+            "order": 17,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "noise_seed",
+                "name": "noise_seed",
+                "type": "INT",
+                "widget": {
+                  "name": "noise_seed"
+                },
+                "link": 14026
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "NOISE",
+                "name": "NOISE",
+                "type": "NOISE",
+                "links": [
+                  13991
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.3.71",
+              "Node name for S&R": "RandomNoise",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": [
+              43,
+              "fixed"
+            ]
+          },
+          {
+            "id": 5262,
+            "type": "LTXVLatentUpsampler",
+            "pos": [
+              -1735.185856072958,
+              8265.644954648422
+            ],
+            "size": [
+              241.6626953125,
+              66
+            ],
+            "flags": {},
+            "order": 20,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "samples",
+                "name": "samples",
+                "type": "LATENT",
+                "link": 14027
+              },
+              {
+                "localized_name": "upscale_model",
+                "name": "upscale_model",
+                "type": "LATENT_UPSCALE_MODEL",
+                "link": 14030
+              },
+              {
+                "localized_name": "vae",
+                "name": "vae",
+                "type": "VAE",
+                "link": 14028
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "LATENT",
+                "name": "LATENT",
+                "type": "LATENT",
+                "links": [
+                  14029
+                ]
+              }
+            ],
+            "properties": {
+              "cnr_id": "comfy-core",
+              "ver": "0.7.0",
+              "Node name for S&R": "LTXVLatentUpsampler",
+              "ue_properties": {
+                "widget_ue_connectable": {},
+                "version": "7.5.2",
+                "input_ue_unconnectable": {}
+              }
+            },
+            "widgets_values": []
+          }
+        ],
+        "groups": [
+          {
+            "id": 16,
+            "title": "Preprocess",
+            "bounding": [
+              -3076.305203135563,
+              8163.623612906094,
+              463.69534052629706,
+              523.207489244216
+            ],
+            "color": "#3f789e",
+            "font_size": 24,
+            "flags": {}
+          },
+          {
+            "id": 14,
+            "title": "Sampler Stage 1",
+            "bounding": [
+              -2591.5413858677794,
+              8161.0764240277185,
+              800.2414967898524,
+              529.804669466459
+            ],
+            "color": "#3f789e",
+            "font_size": 24,
+            "flags": {}
+          },
+          {
+            "id": 15,
+            "title": "Sampler Stage 2",
+            "bounding": [
+              -1766.375709100022,
+              8157.018519056566,
+              864.3056895708689,
+              531.9561963195711
+            ],
+            "color": "#3f789e",
+            "font_size": 24,
+            "flags": {}
+          }
+        ],
+        "links": [
+          {
+            "id": 13990,
+            "origin_id": 5246,
+            "origin_slot": 1,
+            "target_id": 5240,
+            "target_slot": 0,
+            "type": "LATENT"
+          },
+          {
+            "id": 14001,
+            "origin_id": 5244,
+            "origin_slot": 0,
+            "target_id": 5241,
+            "target_slot": 0,
+            "type": "INT"
+          },
+          {
+            "id": 14002,
+            "origin_id": 5244,
+            "origin_slot": 1,
+            "target_id": 5241,
+            "target_slot": 1,
+            "type": "INT"
+          },
+          {
+            "id": 14003,
+            "origin_id": 5242,
+            "origin_slot": 0,
+            "target_id": 5244,
+            "target_slot": 0,
+            "type": "IMAGE"
+          },
+          {
+            "id": 13999,
+            "origin_id": 5241,
+            "origin_slot": 0,
+            "target_id": 5245,
+            "target_slot": 0,
+            "type": "LATENT"
+          },
+          {
+            "id": 14000,
+            "origin_id": 5243,
+            "origin_slot": 0,
+            "target_id": 5245,
+            "target_slot": 1,
+            "type": "LATENT"
+          },
+          {
+            "id": 13986,
+            "origin_id": 5248,
+            "origin_slot": 0,
+            "target_id": 5246,
+            "target_slot": 0,
+            "type": "NOISE"
+          },
+          {
+            "id": 13987,
+            "origin_id": 5247,
+            "origin_slot": 0,
+            "target_id": 5246,
+            "target_slot": 1,
+            "type": "GUIDER"
+          },
+          {
+            "id": 13988,
+            "origin_id": 5251,
+            "origin_slot": 0,
+            "target_id": 5246,
+            "target_slot": 2,
+            "type": "SAMPLER"
+          },
+          {
+            "id": 14022,
+            "origin_id": 5249,
+            "origin_slot": 0,
+            "target_id": 5246,
+            "target_slot": 3,
+            "type": "SIGMAS"
+          },
+          {
+            "id": 13989,
+            "origin_id": 5250,
+            "origin_slot": 0,
+            "target_id": 5246,
+            "target_slot": 4,
+            "type": "LATENT"
+          },
+          {
+            "id": 13997,
+            "origin_id": 5255,
+            "origin_slot": 1,
+            "target_id": 5250,
+            "target_slot": 1,
+            "type": "LATENT"
+          },
+          {
+            "id": 13998,
+            "origin_id": 5245,
+            "origin_slot": 0,
+            "target_id": 5253,
+            "target_slot": 0,
+            "type": "LATENT"
+          },
+          {
+            "id": 14004,
+            "origin_id": 5256,
+            "origin_slot": 1,
+            "target_id": 5255,
+            "target_slot": 0,
+            "type": "LATENT"
+          },
+          {
+            "id": 13991,
+            "origin_id": 5257,
+            "origin_slot": 0,
+            "target_id": 5256,
+            "target_slot": 0,
+            "type": "NOISE"
+          },
+          {
+            "id": 13992,
+            "origin_id": 5252,
+            "origin_slot": 0,
+            "target_id": 5256,
+            "target_slot": 1,
+            "type": "GUIDER"
+          },
+          {
+            "id": 13993,
+            "origin_id": 5254,
+            "origin_slot": 0,
+            "target_id": 5256,
+            "target_slot": 2,
+            "type": "SAMPLER"
+          },
+          {
+            "id": 13994,
+            "origin_id": 5253,
+            "origin_slot": 0,
+            "target_id": 5256,
+            "target_slot": 3,
+            "type": "SIGMAS"
+          },
+          {
+            "id": 13995,
+            "origin_id": 5245,
+            "origin_slot": 0,
+            "target_id": 5256,
+            "target_slot": 4,
+            "type": "LATENT"
+          },
+          {
+            "id": 14024,
+            "origin_id": 5240,
+            "origin_slot": 0,
+            "target_id": 5258,
+            "target_slot": 1,
+            "type": "LATENT"
+          },
+          {
+            "id": 14006,
+            "origin_id": 5240,
+            "origin_slot": 1,
+            "target_id": 5259,
+            "target_slot": 0,
+            "type": "LATENT"
+          },
+          {
+            "id": 14012,
+            "origin_id": -10,
+            "origin_slot": 8,
+            "target_id": 5241,
+            "target_slot": 2,
+            "type": "INT"
+          },
+          {
+            "id": 14013,
+            "origin_id": -10,
+            "origin_slot": 8,
+            "target_id": 5243,
+            "target_slot": 1,
+            "type": "INT"
+          },
+          {
+            "id": 14014,
+            "origin_id": -10,
+            "origin_slot": 7,
+            "target_id": 5242,
+            "target_slot": 0,
+            "type": "IMAGE"
+          },
+          {
+            "id": 14018,
+            "origin_id": -10,
+            "origin_slot": 6,
+            "target_id": 5243,
+            "target_slot": 0,
+            "type": "VAE"
+          },
+          {
+            "id": 14017,
+            "origin_id": -10,
+            "origin_slot": 6,
+            "target_id": 5259,
+            "target_slot": 1,
+            "type": "VAE"
+          },
+          {
+            "id": 14019,
+            "origin_id": -10,
+            "origin_slot": 9,
+            "target_id": 5243,
+            "target_slot": 2,
+            "type": "INT"
+          },
+          {
+            "id": 14021,
+            "origin_id": -10,
+            "origin_slot": 1,
+            "target_id": 5247,
+            "target_slot": 0,
+            "type": "MODEL"
+          },
+          {
+            "id": 14009,
+            "origin_id": -10,
+            "origin_slot": 3,
+            "target_id": 5247,
+            "target_slot": 1,
+            "type": "CONDITIONING"
+          },
+          {
+            "id": 14008,
+            "origin_id": -10,
+            "origin_slot": 3,
+            "target_id": 5252,
+            "target_slot": 1,
+            "type": "CONDITIONING"
+          },
+          {
+            "id": 14011,
+            "origin_id": -10,
+            "origin_slot": 4,
+            "target_id": 5247,
+            "target_slot": 2,
+            "type": "CONDITIONING"
+          },
+          {
+            "id": 14010,
+            "origin_id": -10,
+            "origin_slot": 4,
+            "target_id": 5252,
+            "target_slot": 2,
+            "type": "CONDITIONING"
+          },
+          {
+            "id": 14007,
+            "origin_id": -10,
+            "origin_slot": 0,
+            "target_id": 5252,
+            "target_slot": 0,
+            "type": "MODEL"
+          },
+          {
+            "id": 14023,
+            "origin_id": -10,
+            "origin_slot": 5,
+            "target_id": 5258,
+            "target_slot": 0,
+            "type": "VAE"
+          },
+          {
+            "id": 14025,
+            "origin_id": 5258,
+            "origin_slot": 0,
+            "target_id": -20,
+            "target_slot": 0,
+            "type": "IMAGE"
+          },
+          {
+            "id": 14020,
+            "origin_id": 5259,
+            "origin_slot": 0,
+            "target_id": -20,
+            "target_slot": 1,
+            "type": "AUDIO"
+          },
+          {
+            "id": 14026,
+            "origin_id": -10,
+            "origin_slot": 10,
+            "target_id": 5257,
+            "target_slot": 0,
+            "type": "INT"
+          },
+          {
+            "id": 14027,
+            "origin_id": 5255,
+            "origin_slot": 0,
+            "target_id": 5262,
+            "target_slot": 0,
+            "type": "LATENT"
+          },
+          {
+            "id": 14028,
+            "origin_id": -10,
+            "origin_slot": 5,
+            "target_id": 5262,
+            "target_slot": 2,
+            "type": "VAE"
+          },
+          {
+            "id": 14029,
+            "origin_id": 5262,
+            "origin_slot": 0,
+            "target_id": 5250,
+            "target_slot": 0,
+            "type": "LATENT"
+          },
+          {
+            "id": 14030,
+            "origin_id": -10,
+            "origin_slot": 2,
+            "target_id": 5262,
+            "target_slot": 1,
+            "type": "LATENT_UPSCALE_MODEL"
+          }
+        ],
+        "extra": {
+          "workflowRendererVersion": "LG"
+        }
+      }
+    ]
+  },
+  "config": {},
+  "extra": {
+    "workflowRendererVersion": "LG",
+    "ue_links": [],
+    "ds": {
+      "scale": 0.45,
+      "offset": [
+        4716.449782191751,
+        -7616.035224637197
+      ]
+    },
+    "frontendVersion": "1.35.9",
+    "VHS_latentpreview": true,
+    "VHS_latentpreviewrate": 0,
+    "VHS_MetadataImage": true,
+    "VHS_KeepIntermediate": true
+  },
+  "version": 0.4
+}

LTX-2_V2V_Detailer.json

@@ -0,0 +1,1204 @@
+{
+  "id": "394ed254-7306-42a2-9ae6-aa880ce4456d",
+  "revision": 0,
+  "last_node_id": 4903,
+  "last_link_id": 13572,
+  "nodes": [
+    {
+      "id": 4880,
+      "type": "LTXVLoopingSampler",
+      "pos": [
+        3947.729822224873,
+        5026.056065377386
+      ],
+      "size": [
+        379.03125,
+        542
+      ],
+      "flags": {},
+      "order": 14,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 13532
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 13533
+        },
+        {
+          "name": "noise",
+          "type": "NOISE",
+          "link": 13534
+        },
+        {
+          "name": "sampler",
+          "type": "SAMPLER",
+          "link": 13535
+        },
+        {
+          "name": "sigmas",
+          "type": "SIGMAS",
+          "link": 13562
+        },
+        {
+          "name": "guider",
+          "type": "GUIDER",
+          "link": 13537
+        },
+        {
+          "name": "latents",
+          "type": "LATENT",
+          "link": 13539
+        },
+        {
+          "name": "optional_cond_images",
+          "shape": 7,
+          "type": "IMAGE",
+          "link": null
+        },
+        {
+          "name": "optional_guiding_latents",
+          "shape": 7,
+          "type": "LATENT",
+          "link": 13541
+        },
+        {
+          "name": "optional_positive_conditionings",
+          "shape": 7,
+          "type": "CONDITIONING",
+          "link": null
+        },
+        {
+          "name": "optional_negative_index_latents",
+          "shape": 7,
+          "type": "LATENT",
+          "link": null
+        },
+        {
+          "name": "optional_normalizing_latents",
+          "shape": 7,
+          "type": "LATENT",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "name": "denoised_output",
+          "type": "LATENT",
+          "links": [
+            13571
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "ComfyUI-LTXVideo",
+        "ver": "aa0e2f1709a2a5f35a70de667cd5e4f4ebfad4fe",
+        "Node name for S&R": "LTXVLoopingSampler",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        56,
+        24,
+        1,
+        0.5,
+        1,
+        1,
+        1,
+        1,
+        0,
+        0,
+        1000,
+        "0"
+      ]
+    },
+    {
+      "id": 4637,
+      "type": "KSamplerSelect",
+      "pos": [
+        3724.5096416203287,
+        5144.324911502549
+      ],
+      "size": [
+        210,
+        58
+      ],
+      "flags": {
+        "collapsed": true
+      },
+      "order": 0,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "SAMPLER",
+          "type": "SAMPLER",
+          "links": [
+            13535
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.71",
+        "Node name for S&R": "KSamplerSelect",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "euler"
+      ]
+    },
+    {
+      "id": 4896,
+      "type": "ManualSigmas",
+      "pos": [
+        3724.8485533122016,
+        5179.3251618520535
+      ],
+      "size": [
+        269.41877749071,
+        58
+      ],
+      "flags": {
+        "collapsed": true
+      },
+      "order": 1,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "SIGMAS",
+          "type": "SIGMAS",
+          "links": [
+            13562
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "Node name for S&R": "ManualSigmas",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "0.909375, 0.725, 0.421875, 0.0"
+      ]
+    },
+    {
+      "id": 4784,
+      "type": "ImageScaleToMaxDimension",
+      "pos": [
+        3376.9388087176694,
+        5355.458408589073
+      ],
+      "size": [
+        254.04175942165136,
+        82
+      ],
+      "flags": {},
+      "order": 10,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "link": 13564
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            13485
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.75",
+        "Node name for S&R": "ImageScaleToMaxDimension",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "lanczos",
+        1920
+      ]
+    },
+    {
+      "id": 4878,
+      "type": "CFGGuider",
+      "pos": [
+        3648.4173540583206,
+        5221.210941703105
+      ],
+      "size": [
+        270,
+        98
+      ],
+      "flags": {},
+      "order": 13,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 13494
+        },
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": 13492
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": 13493
+        }
+      ],
+      "outputs": [
+        {
+          "name": "GUIDER",
+          "type": "GUIDER",
+          "links": [
+            13537
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.75",
+        "Node name for S&R": "CFGGuider",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        1
+      ]
+    },
+    {
+      "id": 2483,
+      "type": "CLIPTextEncode",
+      "pos": [
+        3065.5683060279725,
+        5283.8002531469465
+      ],
+      "size": [
+        274.3658203125,
+        88
+      ],
+      "flags": {
+        "collapsed": true
+      },
+      "order": 8,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 13531
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            13454,
+            13466
+          ]
+        }
+      ],
+      "title": "CLIP Text Encode (Positive Prompt)",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.28",
+        "Node name for S&R": "CLIPTextEncode",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        ""
+      ],
+      "color": "#232",
+      "bgcolor": "#353"
+    },
+    {
+      "id": 1241,
+      "type": "LTXVConditioning",
+      "pos": [
+        3415.501039630302,
+        5239.643917331766
+      ],
+      "size": [
+        210,
+        78
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 11,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": 13466
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": 13454
+        },
+        {
+          "name": "frame_rate",
+          "type": "FLOAT",
+          "widget": {
+            "name": "frame_rate"
+          },
+          "link": 13566
+        }
+      ],
+      "outputs": [
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            13492
+          ]
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "slot_index": 1,
+          "links": [
+            13493
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.28",
+        "Node name for S&R": "LTXVConditioning",
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "frame_rate": true
+          },
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        24
+      ]
+    },
+    {
+      "id": 4898,
+      "type": "GetVideoComponents",
+      "pos": [
+        2653.068076164226,
+        5477.828739708027
+      ],
+      "size": [
+        364.8009927607012,
+        66
+      ],
+      "flags": {},
+      "order": 9,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "video",
+          "type": "VIDEO",
+          "link": 13563
+        }
+      ],
+      "outputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "links": [
+            13564
+          ]
+        },
+        {
+          "name": "audio",
+          "type": "AUDIO",
+          "links": [
+            13568
+          ]
+        },
+        {
+          "name": "fps",
+          "type": "FLOAT",
+          "links": [
+            13566,
+            13567
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "Node name for S&R": "GetVideoComponents",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 4521,
+      "type": "CheckpointLoaderSimple",
+      "pos": [
+        2643.551641893793,
+        5019.2123277725
+      ],
+      "size": [
+        380.72029517786757,
+        114
+      ],
+      "flags": {},
+      "order": 2,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            13101
+          ]
+        },
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": null
+        },
+        {
+          "name": "VAE",
+          "type": "VAE",
+          "links": [
+            13464,
+            13533,
+            13572
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.56",
+        "Node name for S&R": "CheckpointLoaderSimple",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "ltx-2-19b-dev.safetensors"
+      ]
+    },
+    {
+      "id": 4879,
+      "type": "LTXVGemmaCLIPModelLoader",
+      "pos": [
+        2645.621069544761,
+        5316.232101812384
+      ],
+      "size": [
+        379.3903759440785,
+        106
+      ],
+      "flags": {},
+      "order": 3,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "links": [
+            13531
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "ComfyUI-LTXVideo",
+        "ver": "aa0e2f1709a2a5f35a70de667cd5e4f4ebfad4fe",
+        "Node name for S&R": "LTXVGemmaCLIPModelLoader",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "gemma-3-12b-it-qat-q4_0-unquantized/model-00001-of-00005.safetensors",
+        "ltx-2-19b-dev.safetensors",
+        1024
+      ]
+    },
+    {
+      "id": 4638,
+      "type": "RandomNoise",
+      "pos": [
+        3724.044576440585,
+        5106.444073945548
+      ],
+      "size": [
+        210,
+        82.35704945839916
+      ],
+      "flags": {
+        "collapsed": true
+      },
+      "order": 4,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "NOISE",
+          "type": "NOISE",
+          "links": [
+            13534
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.71",
+        "Node name for S&R": "RandomNoise",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        42,
+        "fixed"
+      ]
+    },
+    {
+      "id": 4866,
+      "type": "VAEEncodeTiled",
+      "pos": [
+        3654.923189937467,
+        5384.120819600394
+      ],
+      "size": [
+        270,
+        150
+      ],
+      "flags": {},
+      "order": 12,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "pixels",
+          "type": "IMAGE",
+          "link": 13485
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 13464
+        }
+      ],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": [
+            13539,
+            13541
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.75",
+        "Node name for S&R": "VAEEncodeTiled",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        512,
+        64,
+        500,
+        4
+      ]
+    },
+    {
+      "id": 4887,
+      "type": "CreateVideo",
+      "pos": [
+        4837.9007835740085,
+        5010.916459815142
+      ],
+      "size": [
+        210,
+        78
+      ],
+      "flags": {},
+      "order": 16,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 13570
+        },
+        {
+          "name": "audio",
+          "shape": 7,
+          "type": "AUDIO",
+          "link": 13568
+        },
+        {
+          "name": "fps",
+          "type": "FLOAT",
+          "widget": {
+            "name": "fps"
+          },
+          "link": 13567
+        }
+      ],
+      "outputs": [
+        {
+          "name": "VIDEO",
+          "type": "VIDEO",
+          "links": [
+            13560
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "Node name for S&R": "CreateVideo",
+        "ue_properties": {
+          "widget_ue_connectable": {
+            "fps": true
+          },
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        30
+      ]
+    },
+    {
+      "id": 4899,
+      "type": "LTXVSpatioTemporalTiledVAEDecode",
+      "pos": [
+        4358.4044106857045,
+        5022.322325092176
+      ],
+      "size": [
+        414.8384765625,
+        222
+      ],
+      "flags": {},
+      "order": 15,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 13572
+        },
+        {
+          "name": "latents",
+          "type": "LATENT",
+          "link": 13571
+        }
+      ],
+      "outputs": [
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "links": [
+            13570
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "ComfyUI-LTXVideo",
+        "ver": "aa0e2f1709a2a5f35a70de667cd5e4f4ebfad4fe",
+        "Node name for S&R": "LTXVSpatioTemporalTiledVAEDecode",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        4,
+        4,
+        16,
+        4,
+        false,
+        "auto",
+        "auto"
+      ]
+    },
+    {
+      "id": 4903,
+      "type": "MarkdownNote",
+      "pos": [
+        1855.7109853800114,
+        4980.619423097231
+      ],
+      "size": [
+        437.0159573854221,
+        449.95073620797575
+      ],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 5,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Model Links",
+      "properties": {
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "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-2-19b.safetensors](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b.safetensors)\n- [Detailer](https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Detailer/tree/main/ltx-2-19b-ic-lora-detailer.safetensors)\n\n**Text Encoder**\n- [Google Gemma 3](https://huggingface.co/google/gemma-3-12b-pt)\n\n**Model Storage Location**\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│   ├── 📂 text_encoders/\n│   │      ├── comfy_gemma_3_12B_it.safetensors\n│   ├── 📂 checkpoints/\n│   │      └── ltx-2-19b-distilled.safetensors\n│   │      └── ltx-2-19b.safetensors\n│   ├── 📂 loras/\n│   │      ├── ltx-2-19b-ic-lora-detailer.safetensors\n\n```\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"
+    },
+    {
+      "id": 4712,
+      "type": "LoraLoaderModelOnly",
+      "pos": [
+        2644.086624399462,
+        5182.570360473091
+      ],
+      "size": [
+        382.4831722606423,
+        82
+      ],
+      "flags": {},
+      "order": 7,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 13101
+        }
+      ],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            13494,
+            13532
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.71",
+        "Node name for S&R": "LoraLoaderModelOnly",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "ltxv/ltx2/ltx-2-19b-ic-lora-detailer.safetensors",
+        1
+      ]
+    },
+    {
+      "id": 4895,
+      "type": "SaveVideo",
+      "pos": [
+        5095.84197629109,
+        5003.419678802517
+      ],
+      "size": [
+        999.916205569637,
+        896.8632620676804
+      ],
+      "flags": {},
+      "order": 17,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "video",
+          "type": "VIDEO",
+          "link": 13560
+        }
+      ],
+      "outputs": [],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "LTX-2/Video",
+        "auto",
+        "auto"
+      ]
+    },
+    {
+      "id": 4897,
+      "type": "LoadVideo",
+      "pos": [
+        2319.858539378856,
+        5021.010705586083
+      ],
+      "size": [
+        282.798828125,
+        234.25266927083334
+      ],
+      "flags": {},
+      "order": 6,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "VIDEO",
+          "type": "VIDEO",
+          "links": [
+            13563
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.5.1",
+        "Node name for S&R": "LoadVideo",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.5.2",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "buildings.mp4",
+        "image"
+      ]
+    }
+  ],
+  "links": [
+    [
+      13101,
+      4521,
+      0,
+      4712,
+      0,
+      "MODEL"
+    ],
+    [
+      13454,
+      2483,
+      0,
+      1241,
+      1,
+      "CONDITIONING"
+    ],
+    [
+      13464,
+      4521,
+      2,
+      4866,
+      1,
+      "VAE"
+    ],
+    [
+      13466,
+      2483,
+      0,
+      1241,
+      0,
+      "CONDITIONING"
+    ],
+    [
+      13485,
+      4784,
+      0,
+      4866,
+      0,
+      "IMAGE"
+    ],
+    [
+      13492,
+      1241,
+      0,
+      4878,
+      1,
+      "CONDITIONING"
+    ],
+    [
+      13493,
+      1241,
+      1,
+      4878,
+      2,
+      "CONDITIONING"
+    ],
+    [
+      13494,
+      4712,
+      0,
+      4878,
+      0,
+      "MODEL"
+    ],
+    [
+      13531,
+      4879,
+      0,
+      2483,
+      0,
+      "CLIP"
+    ],
+    [
+      13532,
+      4712,
+      0,
+      4880,
+      0,
+      "MODEL"
+    ],
+    [
+      13533,
+      4521,
+      2,
+      4880,
+      1,
+      "VAE"
+    ],
+    [
+      13534,
+      4638,
+      0,
+      4880,
+      2,
+      "NOISE"
+    ],
+    [
+      13535,
+      4637,
+      0,
+      4880,
+      3,
+      "SAMPLER"
+    ],
+    [
+      13537,
+      4878,
+      0,
+      4880,
+      5,
+      "GUIDER"
+    ],
+    [
+      13539,
+      4866,
+      0,
+      4880,
+      6,
+      "LATENT"
+    ],
+    [
+      13541,
+      4866,
+      0,
+      4880,
+      8,
+      "LATENT"
+    ],
+    [
+      13560,
+      4887,
+      0,
+      4895,
+      0,
+      "VIDEO"
+    ],
+    [
+      13562,
+      4896,
+      0,
+      4880,
+      4,
+      "SIGMAS"
+    ],
+    [
+      13563,
+      4897,
+      0,
+      4898,
+      0,
+      "VIDEO"
+    ],
+    [
+      13564,
+      4898,
+      0,
+      4784,
+      0,
+      "IMAGE"
+    ],
+    [
+      13566,
+      4898,
+      2,
+      1241,
+      2,
+      "FLOAT"
+    ],
+    [
+      13567,
+      4898,
+      2,
+      4887,
+      2,
+      "FLOAT"
+    ],
+    [
+      13568,
+      4898,
+      1,
+      4887,
+      1,
+      "AUDIO"
+    ],
+    [
+      13570,
+      4899,
+      0,
+      4887,
+      0,
+      "IMAGE"
+    ],
+    [
+      13571,
+      4880,
+      0,
+      4899,
+      1,
+      "LATENT"
+    ],
+    [
+      13572,
+      4521,
+      2,
+      4899,
+      0,
+      "VAE"
+    ]
+  ],
+  "groups": [
+    {
+      "id": 127,
+      "title": "Step 2 - Load Model",
+      "bounding": [
+        2633.551641893793,
+        4945.6123277725,
+        403.018154766311,
+        486.6197740398835
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 128,
+      "title": "Step 1 - Load Video",
+      "bounding": [
+        2309.858539378856,
+        4947.410705586082,
+        304.3055357067742,
+        486.37223193463524
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    },
+    {
+      "id": 129,
+      "title": "Step 3 - Sampler",
+      "bounding": [
+        3055.5683060279725,
+        4947.876014230561,
+        1743.8192693953797,
+        629.1587836317776
+      ],
+      "color": "#3f789e",
+      "font_size": 24,
+      "flags": {}
+    }
+  ],
+  "config": {},
+  "extra": {
+    "workflowRendererVersion": "LG",
+    "ue_links": [],
+    "ds": {
+      "scale": 0.45,
+      "offset": [
+        -570.1468423302451,
+        -4185.914817999277
+      ]
+    },
+    "frontendVersion": "1.35.9",
+    "VHS_latentpreview": true,
+    "VHS_latentpreviewrate": 0,
+    "VHS_MetadataImage": true,
+    "VHS_KeepIntermediate": true
+  },
+  "version": 0.4
+}