{ "id": "3a1879d9-fa8c-4270-a36f-3f10b01b983b", "revision": 0, "last_node_id": 274, "last_link_id": 456, "nodes": [ { "id": 265, "type": "SaveVideo", "pos": [ -3307.3567107528597, 5373.118200558858 ], "size": [ 416.2646763195153, 452.6478370150671 ], "flags": {}, "order": 12, "mode": 4, "inputs": [ { "name": "video", "type": "VIDEO", "link": 456 } ], "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/ComfyUI", "auto", "auto" ] }, { "id": 263, "type": "SaveVideo", "pos": [ -3300.791002295813, 4850.00281731496 ], "size": [ 407.5231522848858, 444.0448474342347 ], "flags": {}, "order": 11, "mode": 4, "inputs": [ { "name": "video", "type": "VIDEO", "link": 454 } ], "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/ComfyUI", "auto", "auto" ] }, { "id": 272, "type": "MarkdownNote", "pos": [ -4750.121632656192, 4942.588985581988 ], "size": [ 449.98823755897365, 205.15008103687887 ], "flags": { "collapsed": false }, "order": 0, "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" ], "color": "#432", "bgcolor": "#653" }, { "id": 273, "type": "MarkdownNote", "pos": [ -4755.900143250212, 4452.350555323921 ], "size": [ 452.9937955776454, 446.01542081507796 ], "flags": { "collapsed": false }, "order": 1, "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- [ IC LoRA - Canny ](https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Canny-Control/tree/main/ltx-2-19b-ic-lora-canny-control.safetensors)\n- [ IC LoRA - Depth ](https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Depth-Control/tree/main/ltx-2-19b-ic-lora-depth-control.safetensors)\n- [ IC LoRA - Pose ](https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Pose-Control/tree/main/ltx-2-19b-ic-lora-pose-control.safetensors)\n\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│ ├── 📂 loras/ \n│ └── ltx-2-19b-ic-lora-canny-control.safetensors\n│ └── ltx-2-19b-ic-lora-depth-control.safetensors\n│ └── ltx-2-19b-ic-lora-pose-control.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": 274, "type": "MarkdownNote", "pos": [ -3705.3723898360204, 4198.991136202638 ], "size": [ 271.8700736604794, 105.6563141843053 ], "flags": { "collapsed": false }, "order": 2, "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. \n\nRunning with invalid parameters **will not cause errors**. Instead, the flow will silently choose the closest valid parameters. 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Do NOT invent, alter, or imply any of them.\n\t•\tNo structural commitments: Do NOT add new objects, people, props, architecture, crowd dynamics, entrances/exits, or camera movements unless they are explicitly stated in the input caption.\n\t•\tCamera neutrality: Do NOT specify shot type, framing, or camera motion unless explicitly mentioned in the input caption.\n\t•\tIf unsure, omit: If a description would require assuming unseen structure or motion, leave it out.\n\nGuidelines for enhancement:\n\t•\tFaithful expansion: Enrich the caption without changing its meaning or adding unstated elements.\n\t•\tTemporal dynamics: Focus on timing, continuity, rhythm, and subtle evolution over a few seconds—not new events.\n\t•\tMicro-motion bias: Prefer small, universally compatible motions (breathing, fabric movement, light shifts, ambient motion).\n\t•\tVisual expressiveness (non-structural): You may enhance lighting behavior, color response, surface interaction, atmosphere, and material qualities as long as they do not imply new geometry or layout.\n\t•\tCharacter & action: Describe actions only if explicitly mentioned or safely implied without adding interactions or spatial assumptions.\n\t•\tChronological flow: Use temporal connectors (\"as,\" \"while,\" \"then\") to sequence events.\n\nAudio and dialogue:\n\t•\tAudio layer (always include): Add ambient sounds or music that enhance mood but do NOT imply unseen physical sources, events, or actions. 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Upload to the \"IC LoRA\" node.\nMake sure to bypass the \"IC LoRA Preprocessing\" in the Samplers subgraph \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": 223, "type": "72744159-9760-4b11-abca-03af10813b1e", "pos": [ -3679.562239578402, 3332.5123505204742 ], "size": [ 210, 382 ], "flags": { "collapsed": false }, "order": 11, "mode": 0, "inputs": [ { "label": "model stage 1", "localized_name": "model", "name": "model", "type": "MODEL", "link": 345 }, { "label": "model stage 2", "localized_name": "model_1", "name": "model_1", "type": "MODEL", "link": 368 }, { "label": "upscale model", "name": "upscale_model_1", "type": "LATENT_UPSCALE_MODEL", "link": 374 }, { "localized_name": "positive", "name": "positive", "type": "CONDITIONING", "link": 350 }, { "localized_name": "negative", "name": "negative", "type": "CONDITIONING", "link": 351 }, { "label": "video", "localized_name": "image", "name": "image", "type": "IMAGE", "link": 344 }, { "label": "VAE", "localized_name": "vae", "name": "vae", "type": "VAE", "link": 375 }, { "label": 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elsewhere. Do NOT invent, alter, or imply any of them.\n\t•\tNo structural commitments: Do NOT add new objects, people, props, architecture, crowd dynamics, entrances/exits, or camera movements unless they are explicitly stated in the input caption.\n\t•\tCamera neutrality: Do NOT specify shot type, framing, or camera motion unless explicitly mentioned in the input caption.\n\t•\tIf unsure, omit: If a description would require assuming unseen structure or motion, leave it out.\n\nGuidelines for enhancement:\n\t•\tFaithful expansion: Enrich the caption without changing its meaning or adding unstated elements.\n\t•\tTemporal dynamics: Focus on timing, continuity, rhythm, and subtle evolution over a few seconds—not new events.\n\t•\tMicro-motion bias: Prefer small, universally compatible motions (breathing, fabric movement, light shifts, ambient motion).\n\t•\tVisual expressiveness (non-structural): You may enhance lighting behavior, color response, surface interaction, atmosphere, and material qualities as long as they do not imply new geometry or layout.\n\t•\tCharacter & action: Describe actions only if explicitly mentioned or safely implied without adding interactions or spatial assumptions.\n\t•\tChronological flow: Use temporal connectors (\"as,\" \"while,\" \"then\") to sequence events.\n\nAudio and dialogue:\n\t•\tAudio layer (always include): Add ambient sounds or music that enhance mood but do NOT imply unseen physical sources, events, or actions. Weave audio naturally into the temporal flow.\n\t•\tDialogue (only if present in input): If dialogue is mentioned, provide exact quoted lines with clear attribution. Specify language or voice traits only if required. Do NOT invent dialogue otherwise.\n\nStyle and realism:\n\t•\tStyle & atmosphere: Artistic tone is allowed only when it does not imply structure, scale, or camera choices.\n\t•\tPhysics realism: Use precise, physically plausible descriptions.\n\t•\tObjective only: Do NOT infer emotions, intentions, or narrative meaning beyond observable motion and sound.\n\t•\tStyle priority: If the user explicitly specifies a visual style (e.g., anime, claymation, watercolor, noir), make that style dominant throughout the prompt. Apply it consistently to lighting, materials, rendering cues, color treatment, and atmosphere, without implying scene structure.\n\nHard constraints:\n\t•\tDo NOT introduce scene cuts, edits, timestamps, or montage language\n\t•\tDo NOT add off-screen events that affect the scene physically\n\t•\tProduce plain prose only\n\nOutput format (strict):\n\t•\tOne continuous paragraph in natural language\n\t•\tNo headings, labels, markdown, code fences, or metadata\n\t•\tAudio must be woven into the paragraph, never separated\n\t•\tMake sure to mention the relevant style if requested, and in that case adjust the entire prompt to match the style, including colors, texture, etc. also start with \"Style: \" and the style name", 512, true, 137954279, "randomize" ] }, { "id": 230, "type": "CreateVideo", "pos": [ -3607.2385815289563, 3070.52335856408 ], "size": [ 210, 78 ], "flags": {}, "order": 7, "mode": 4, "inputs": [ { "localized_name": "images", "name": "images", "type": "IMAGE", "link": 389 }, { "localized_name": "audio", "name": "audio", "shape": 7, "type": "AUDIO", "link": 400 }, { "localized_name": "fps", "name": "fps", "type": "FLOAT", "widget": { "name": "fps" }, "link": 372 } ], "outputs": [ { "localized_name": "VIDEO", "name": "VIDEO", "type": "VIDEO", "links": [ 367, 399 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.5.1", "Node name for S&R": "CreateVideo", "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} } }, "widgets_values": [ 30 ] }, { "id": 240, "type": "SaveVideo", "pos": [ -3603.595210619344, 3190.791992325559 ], "size": [ 403.7172093653958, 501.7172093653958 ], "flags": {}, "order": 12, "mode": 4, "inputs": [ { "localized_name": "video", "name": "video", "type": "VIDEO", "link": 399 } ], "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": 229, "type": "PrimitiveStringMultiline", "pos": [ -4472.292363610513, 3113.6200519330596 ], "size": [ 320.65285382649654, 282.89723593084 ], "flags": {}, "order": 0, "mode": 4, "inputs": [], "outputs": [ { "localized_name": "STRING", "name": "STRING", "type": "STRING", "links": [ 370, 376 ] } ], "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": [ "" ], "color": "#232", "bgcolor": "#353" }, { "id": 232, "type": "LoraLoaderModelOnly", "pos": [ -4876.456414820086, 3252.7804226113144 ], "size": [ 366.4906700768861, 82 ], "flags": {}, "order": 9, "mode": 4, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 411 } ], "outputs": [ { "localized_name": "MODEL", "name": "MODEL", "type": "MODEL", "links": [ 380 ] } ], "title": "IC LoRA - 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Upload to the \"IC LoRA\" node.\nMake sure to bypass the \"IC LoRA Preprocessing\" in the Samplers subgraph \n\n## Training\nWe have made available a full trainer to help you to train your own LoRA. 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"STRING", "links": [ 412 ] } ], "title": "Enhancer", "properties": { "cnr_id": "ComfyUI-LTXVideo", "ver": "aa0e2f1709a2a5f35a70de667cd5e4f4ebfad4fe", "Node name for S&R": "LTXVGemmaEnhancePrompt", "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} } }, "widgets_values": [ "The kid holding an \"LTX-2\" sign with umbrella", "You are a prompt enhancer for a text-to-video model operating under pose conditioning.\n\nYour task is to take an input caption and expand it into a detailed, cinematic, visually expressive prompt while strictly preserving the exact character pose(s) provided by the conditioning input.\n\nYou are given:\n\t•\tA text caption describing a scene\n\t•\tA pose-conditioned video unknown to you\n\nYou must produce a single continuous paragraph describing the scene over time without introducing any character motion or pose change.\n\nCore constraint (highest priority):\n\t•\tPose lock: All characters' body poses, limb positions, gestures, orientation, and stance are fully determined by the pose condition. Do NOT describe any character movement, pose change, gesture change, or physical action.\n\t•\tNo implied motion: Avoid verbs or descriptions that imply motion (walking, turning, reaching, shifting weight, blinking, breathing).\n\nGuidelines for enhancement:\n\t•\tVisual detail: Freely enrich lighting, color palettes, textures, reflections, materials, and atmospheric effects.\n\t•\tCharacter description (static only): You may describe clothing, appearance, and facial expression as long as nothing implies movement or change.\n\t•\tEnvironment & ambiance: Expand setting, architecture, props, and background detail, assuming all characters remain fixed.\n\t•\tTemporal flow: Convey time passing only through non-character changes (light drift, fog density, rain, flicker, ambient variation).\n\t•\tStyle & atmosphere: Cinematic and artistic tone is allowed.\n\t•\tStyle priority: If the user explicitly specifies a visual style (e.g., anime, claymation, watercolor, noir), make that style dominant throughout the prompt. Apply it consistently to lighting, materials, rendering cues, color treatment, and atmosphere, without implying character motion or pose change.\n\nAudio and dialogue:\n\t•\tAudio layer (always include): Add ambient sounds, music, or off-screen audio. Weave audio naturally into the paragraph.\n\t•\tDialogue (when present): If the caption includes dialogue, provide exact quoted lines with clear attribution. 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Upload to the \"IC LoRA\" node.\nMake sure to bypass the \"IC LoRA Preprocessing\" in the Samplers subgraph \n\n## Training\nWe have made available a full trainer to help you to train your own LoRA. 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