{ "id": "0112e9af-5129-48ba-af78-92c40ac40b40", "revision": 0, "last_node_id": 194, "last_link_id": 276, "nodes": [ { "id": 39, "type": "LoadImage", "pos": [-0.00012312985700191348, 2889.999955015376], "size": [440, 570], "flags": {}, "order": 0, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [255] }, { "name": "MASK", "type": "MASK", "links": null } ], "title": "Load Last Frame", "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "LoadImage", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.5.2" } }, "widgets_values": ["low_view_classic_car.png", "image"] }, { "id": 68, "type": "SaveVideo", "pos": [1129.97410367904, 2259.9864221635007], "size": [990, 720], "flags": {}, "order": 4, "mode": 0, "inputs": [ { "name": "video", "type": "VIDEO", "link": 256 } ], "outputs": [], "properties": { "cnr_id": "comfy-core", "ver": "0.14.1", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "Node name for S&R": "SaveVideo", "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} } }, "widgets_values": ["video/ltx2.3_flf2v", "auto", "auto"] }, { "id": 31, "type": "LoadImage", "pos": [-0.00012312985700191348, 2250.0000258061905], "size": [430, 580], "flags": {}, "order": 1, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [254] }, { "name": "MASK", "type": "MASK", "links": null } ], "title": "Load First Frame", "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "LoadImage", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.5.2" } }, "widgets_values": ["high_view_classic_car.png", "image"] }, { "id": 79, "type": "MarkdownNote", "pos": [-600.0000605084609, 2250.0000258061905], "size": [550, 960], "flags": {}, "order": 2, "mode": 0, "inputs": [], "outputs": [], "title": "Model Links", "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} } }, "widgets_values": [ "\n## LTX-2 Prompting Tips\n\n1. **Core Actions**: Describe events and actions as they occur over time \n2. **Visual Details**: Describe all visual details you want to appear in the video \n3. **Audio**: Describe sounds and dialogue needed for the scene\n\n## Report LTX-2 Issues\nTo report any issues when running this workflow, [go to GitHub](https://github.com/Lightricks/ComfyUI-LTXVideo/issues)\n\n\n## Model Links\n\n**checkpoints**\n\n- [ltx-2.3-22b-distilled-fp8.safetensors](https://huggingface.co/Lightricks/LTX-2.3-fp8/resolve/main/ltx-2.3-22b-distilled-fp8.safetensors)\n\n**text_encoders**\n\n- [gemma_3_12B_it_fp4_mixed.safetensors](https://huggingface.co/Comfy-Org/ltx-2/resolve/main/split_files/text_encoders/gemma_3_12B_it_fp4_mixed.safetensors)\n\n\n## Model Storage Location\n\n```\nπŸ“‚ ComfyUI/\nβ”œβ”€β”€ πŸ“‚ models/\nβ”‚ β”œβ”€β”€ πŸ“‚ checkpoints/\nβ”‚ β”‚ └── ltx-2.3-22b-distilled-fp8.safetensors\nβ”‚ └── πŸ“‚ text_encoders/\nβ”‚ └── gemma_3_12B_it_fp4_mixed.safetensors\n```\n\n## Report Issue\n\nNote: Please update ComfyUI first ([guide](https://docs.comfy.org/installation/update_comfyui)) and prepare required models. Desktop/Cloud updates follow stable releases, so some nightly-supported models may not be available yet.\n\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\n" ], "color": "#222", "bgcolor": "#000" }, { "id": 129, "type": "f9f61b10-b689-4d67-b4fa-0acc1d9b5390", "pos": [520, 2260], "size": [540, 680], "flags": {}, "order": 3, "mode": 0, "inputs": [ { "label": "first_frame", "name": "input", "type": "IMAGE,MASK", "link": 254 }, { "label": "last_frame", "name": "input_1", "type": "IMAGE,MASK", "link": 255 }, { "label": "width", "name": "value", "type": "INT", "widget": { "name": "value" }, "link": null }, { "label": "height", "name": "value_1", "type": "INT", "widget": { "name": "value_1" }, "link": null }, { "label": "duration", "name": "value_2", "type": "INT", "widget": { "name": "value_2" }, "link": null }, { "label": "fps", "name": "value_3", "type": "INT", "widget": { "name": "value_3" }, "link": null }, { "label": "ckpt_name", "name": "ckpt_name_1", "type": "COMBO", "widget": { "name": "ckpt_name_1" }, "link": null } ], "outputs": [ { "name": "VIDEO", "type": "VIDEO", "links": [256] } ], "title": "First-Last-Frame to Video (LTX-2.3)", "properties": { "proxyWidgets": [ ["128", "text"], ["113", "value"], ["98", "value"], ["102", "value"], ["114", "value"], ["100", "noise_seed"], ["126", "ckpt_name"], ["103", "text_encoder"] ], "cnr_id": "comfy-core", "ver": "0.18.1", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.7" } }, "widgets_values": [] } ], "links": [ [254, 31, 0, 129, 0, "IMAGE"], [255, 39, 0, 129, 1, "IMAGE"], [256, 129, 0, 68, 0, "VIDEO"] ], "groups": [], "definitions": { "subgraphs": [ { "id": "f9f61b10-b689-4d67-b4fa-0acc1d9b5390", "version": 1, "state": { "lastGroupId": 22, "lastNodeId": 194, "lastLinkId": 276, "lastRerouteId": 0 }, "revision": 0, "config": {}, "name": "First-Last-Frame to Video (LTX-2.3)", "inputNode": { "id": -10, "bounding": [270, 3100, 120, 240] }, "outputNode": { "id": -20, "bounding": [3620, 3120, 120, 60] }, "inputs": [ { "id": "6fe179c4-d96f-4383-b202-844f6de4922e", "name": "input", "type": "IMAGE,MASK", "linkIds": [251], "localized_name": "input", "label": "first_frame", "pos": [370, 3120] }, { "id": "e80df1ae-5f39-4f86-91bd-0467635e2f2d", "name": "input_1", "type": "IMAGE,MASK", "linkIds": [253], "localized_name": "input_1", "label": "last_frame", "pos": [370, 3140] }, { "id": "433148fa-bf73-4ab1-81d9-09e2e38ed861", "name": "text", "type": "STRING", "linkIds": [265], "pos": [370, 3160] }, { "id": "36915bc8-a6ed-4d48-8619-e0e8723228e9", "name": "value", "type": "INT", "linkIds": [266], "label": "width", "pos": [370, 3180] }, { "id": "425a36b8-91ab-41b7-81e9-496eba064ec8", "name": "value_1", "type": "INT", "linkIds": [267], "label": "height", "pos": [370, 3200] }, { "id": "0c9e003b-bd07-4b7d-aa6d-789e138ed161", "name": "value_2", "type": "INT", "linkIds": [268], "label": "duration", "pos": [370, 3220] }, { "id": "581b52ff-21c5-4774-ac2a-8f69a7e09e2e", "name": "value_3", "type": "INT", "linkIds": [269], "label": "fps", "pos": [370, 3240] }, { "id": "d03cc171-45da-4658-99aa-77252bbcf522", "name": "noise_seed", "type": "INT", "linkIds": [270], "pos": [370, 3260] }, { "id": "e68e61c8-905e-43ac-8c76-65ac52270a08", "name": "ckpt_name_1", "type": "COMBO", "linkIds": [272, 275, 276], "label": "ckpt_name", "pos": [370, 3280] }, { "id": "5d065f3b-891b-499f-950b-c2df0be24536", "name": "text_encoder", "type": "COMBO", "linkIds": [273], "pos": [370, 3300] } ], "outputs": [ { "id": "0c8c2dc0-c67c-4bc2-9e57-6aa00db2e3a9", "name": "VIDEO", "type": "VIDEO", "linkIds": [252], "localized_name": "VIDEO", "pos": [3640, 3140] } ], "widgets": [], "nodes": [ { "id": 99, "type": "LTXVPreprocess", "pos": [1479.9997948616442, 3779.9997869346494], "size": [230, 110], "flags": { "collapsed": false }, "order": 12, "mode": 0, "inputs": [ { "localized_name": "image", "name": "image", "type": "IMAGE", "link": 203 } ], "outputs": [ { "localized_name": "output_image", "name": "output_image", "type": "IMAGE", "links": [229] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.7.0", "Node name for S&R": "LTXVPreprocess", "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} }, "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [25] }, { "id": 100, "type": "RandomNoise", "pos": [1989.9997996454904, 2319.9998906604806], "size": [280, 110], "flags": {}, "order": 0, "mode": 0, "inputs": [ { "localized_name": "noise_seed", "name": "noise_seed", "type": "INT", "widget": { "name": "noise_seed" }, "link": 270 } ], "outputs": [ { "localized_name": "NOISE", "name": "NOISE", "type": "NOISE", "links": [246] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.14.1", "Node name for S&R": "RandomNoise", "ue_properties": { "widget_ue_connectable": { "noise_seed": true }, "version": "7.7", "input_ue_unconnectable": {} }, "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [315253765879496, "randomize"] }, { "id": 101, "type": "LTXVEmptyLatentAudio", "pos": [2089.999822429223, 3819.9995360840326], "size": [280, 170], "flags": {}, "order": 13, "mode": 0, "inputs": [ { "localized_name": "audio_vae", "name": "audio_vae", "type": "VAE", "link": 205 }, { "localized_name": "frames_number", "name": "frames_number", "type": "INT", "widget": { "name": "frames_number" }, "link": 262 }, { "localized_name": "frame_rate", "name": "frame_rate", "type": "INT", "widget": { "name": "frame_rate" }, "link": 207 } ], "outputs": [ { "localized_name": "Latent", "name": "Latent", "type": "LATENT", "links": [245] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.68", "Node name for S&R": "LTXVEmptyLatentAudio", "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} }, "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [97, 25, 1] }, { "id": 102, "type": "PrimitiveInt", "pos": [760, 3650], "size": [230, 110], "flags": {}, "order": 14, "mode": 0, "inputs": [ { "localized_name": "value", "name": "value", "type": "INT", "widget": { "name": "value" }, "link": 268 } ], "outputs": [ { "localized_name": "INT", "name": "INT", "type": "INT", "links": [260] } ], "title": "Duration", "properties": { "cnr_id": "comfy-core", "ver": "0.7.0", "Node name for S&R": "PrimitiveInt", "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} }, "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [5, "fixed"] }, { "id": 104, "type": "LTXVPreprocess", "pos": [1479.9997948616442, 3339.9997609616858], "size": [230, 110], "flags": { "collapsed": false }, "order": 15, "mode": 0, "inputs": [ { "localized_name": "image", "name": "image", "type": "IMAGE", "link": 210 } ], "outputs": [ { "localized_name": "output_image", "name": "output_image", "type": "IMAGE", "links": [240] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.7.0", "Node name for S&R": "LTXVPreprocess", "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} }, "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [25] }, { "id": 106, "type": "LTXVCropGuides", "pos": [2819.9998401995513, 2449.9999109949003], "size": [280, 120], "flags": {}, "order": 17, "mode": 0, "inputs": [ { "localized_name": "positive", "name": "positive", "type": "CONDITIONING", "link": 213 }, { "localized_name": "negative", "name": "negative", "type": "CONDITIONING", "link": 214 }, { "localized_name": "latent", "name": "latent", "type": "LATENT", "link": 215 } ], "outputs": [ { "localized_name": "positive", "name": "positive", "type": "CONDITIONING", "links": [] }, { "localized_name": "negative", "name": "negative", "type": "CONDITIONING", "links": [] }, { "localized_name": "latent", "name": "latent", "type": "LATENT", "links": [211] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "LTXVCropGuides", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.5.2" }, "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [] }, { "id": 108, "type": "EmptyLTXVLatentVideo", "pos": [2089.999822429223, 3579.9997413671845], "size": [280, 200], "flags": {}, "order": 19, "mode": 0, "inputs": [ { "localized_name": "width", "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 218 }, { "localized_name": "height", "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 219 }, { "localized_name": "length", "name": "length", "type": "INT", "widget": { "name": "length" }, "link": 263 } ], "outputs": [ { "localized_name": "LATENT", "name": "LATENT", "type": "LATENT", "links": [239] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.60", "Node name for S&R": "EmptyLTXVLatentVideo", "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} }, "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [768, 512, 97, 1] }, { "id": 109, "type": "LTXVConditioning", "pos": [2089.999822429223, 3399.999848907385], "size": [280, 130], "flags": {}, "order": 10, "mode": 0, "inputs": [ { "localized_name": "positive", "name": "positive", "type": "CONDITIONING", "link": 221 }, { "localized_name": "negative", "name": "negative", "type": "CONDITIONING", "link": 222 }, { "localized_name": "frame_rate", "name": "frame_rate", "type": "FLOAT", "widget": { "name": "frame_rate" }, "link": 223 } ], "outputs": [ { "localized_name": "positive", "name": "positive", "type": "CONDITIONING", "links": [236] }, { "localized_name": "negative", "name": "negative", "type": "CONDITIONING", "links": [237] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.56", "Node name for S&R": "LTXVConditioning", "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} }, "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": 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[2749.9996757000185, 3699.9997315699334], "size": [280, 240], "flags": {}, "order": 21, "mode": 0, "inputs": [ { "localized_name": "positive", "name": "positive", "type": "CONDITIONING", "link": 225 }, { "localized_name": "negative", "name": "negative", "type": "CONDITIONING", "link": 226 }, { "localized_name": "vae", "name": "vae", "type": "VAE", "link": 227 }, { "localized_name": "latent", "name": "latent", "type": "LATENT", "link": 228 }, { "localized_name": "image", "name": "image", "type": "IMAGE", "link": 229 } ], "outputs": [ { "localized_name": "positive", "name": "positive", "type": "CONDITIONING", "links": [213, 242] }, { "localized_name": "negative", "name": "negative", "type": "CONDITIONING", "links": [214, 243] }, { "localized_name": "latent", "name": "latent", "type": "LATENT", "links": [244] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.12.3", "Node name for S&R": "LTXVAddGuide", "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", "input_ue_unconnectable": {} }, "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [-1, 0.7] }, { "id": 114, "type": "PrimitiveInt", "pos": [760, 3800], "size": [230, 110], "flags": {}, "order": 1, "mode": 0, "inputs": [ { "localized_name": "value", "name": "value", "type": "INT", "widget": { "name": "value" }, "link": 269 } ], "outputs": [ { "localized_name": "INT", "name": "INT", "type": "INT", "links": [207, 235, 261] } ], "title": "Frame Rate(int)", "properties": { "cnr_id": "comfy-core", "ver": "0.7.0", "Node name for S&R": "PrimitiveInt", "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} }, "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [25, "fixed"] }, { "id": 115, "type": "LTXVAddGuide", "pos": [2749.9996757000185, 3429.999892880235], "size": [280, 240], "flags": {}, "order": 23, "mode": 0, "inputs": [ { "localized_name": "positive", "name": "positive", "type": "CONDITIONING", "link": 236 }, { "localized_name": "negative", "name": "negative", "type": "CONDITIONING", "link": 237 }, { "localized_name": "vae", "name": "vae", "type": "VAE", "link": 238 }, { "localized_name": "latent", "name": "latent", "type": "LATENT", "link": 239 }, { "localized_name": "image", "name": "image", "type": "IMAGE", "link": 240 } ], "outputs": [ { "localized_name": "positive", "name": "positive", "type": "CONDITIONING", "links": [225] }, { "localized_name": "negative", "name": "negative", "type": "CONDITIONING", "links": [226] }, { "localized_name": "latent", "name": "latent", "type": "LATENT", "links": [228] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.12.3", "Node name for S&R": "LTXVAddGuide", "ue_properties": { "widget_ue_connectable": {}, "version": "7.7", 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