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LTX2 YOLO frankenworkflow - extend a video from both sides with lipsync and additional keyframe injection, everything at once just because we can
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| "LTX own workflow uses the distill LoRA even for the full model, most likely to improve the quality without increasing steps." | |
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| "# 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## 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)." | |
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| "version": "7.5.2", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "Most models can be found here:\nhttps://huggingface.co/Kijai/LTXV2_comfy\n\n\nGGUF: https://huggingface.co/unsloth/LTX-2-GGUF\n\nIn theory, GGUF Q8 should be slightly slower but give better quality than fp8.\n" | |
| ], | |
| "color": "#432", | |
| "bgcolor": "#653" | |
| }, | |
| { | |
| "id": 235, | |
| "type": "SetNode", | |
| "pos": [ | |
| 5454.690916566521, | |
| 7084.292389706 | |
| ], | |
| "size": [ | |
| 210, | |
| 50 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 195, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "link": 341 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_FINAL_IMAGES", | |
| "properties": { | |
| "previousName": "FINAL_IMAGES", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "FINAL_IMAGES" | |
| ], | |
| "color": "#2a363b", | |
| "bgcolor": "#3f5159" | |
| }, | |
| { | |
| "id": 238, | |
| "type": "GetNode", | |
| "pos": [ | |
| -1281.1866436982864, | |
| 4983.124103841017 | |
| ], | |
| "size": [ | |
| 210, | |
| 50 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 13, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "AUDIO", | |
| "type": "AUDIO", | |
| "links": [ | |
| 344 | |
| ] | |
| } | |
| ], | |
| "title": "Get_FINAL_AUDIO", | |
| "properties": { | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "FINAL_AUDIO" | |
| ] | |
| }, | |
| { | |
| "id": 237, | |
| "type": "GetNode", | |
| "pos": [ | |
| -1385.8386905379823, | |
| 4857.547353754101 | |
| ], | |
| "size": [ | |
| 210, | |
| 50 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 14, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 343 | |
| ] | |
| } | |
| ], | |
| "title": "Get_FINAL_IMAGES", | |
| "properties": { | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "FINAL_IMAGES" | |
| ], | |
| "color": "#2a363b", | |
| "bgcolor": "#3f5159" | |
| }, | |
| { | |
| "id": 19, | |
| "type": "EmptyLTXVLatentVideo", | |
| "pos": [ | |
| -119.09684027226567, | |
| 6637.894969942005 | |
| ], | |
| "size": [ | |
| 264.6255075776412, | |
| 158.23828815113302 | |
| ], | |
| "flags": {}, | |
| "order": 161, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "width", | |
| "type": "INT", | |
| "widget": { | |
| "name": "width" | |
| }, | |
| "link": 224 | |
| }, | |
| { | |
| "name": "height", | |
| "type": "INT", | |
| "widget": { | |
| "name": "height" | |
| }, | |
| "link": 225 | |
| }, | |
| { | |
| "name": "length", | |
| "type": "INT", | |
| "widget": { | |
| "name": "length" | |
| }, | |
| "link": 250 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "LATENT", | |
| "type": "LATENT", | |
| "links": [ | |
| 308 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.3.43", | |
| "Node name for S&R": "EmptyLTXVLatentVideo", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| 960, | |
| 544, | |
| 121, | |
| 1 | |
| ] | |
| }, | |
| { | |
| "id": 149, | |
| "type": "GetNode", | |
| "pos": [ | |
| -279.1219322456622, | |
| 6869.229685440656 | |
| ], | |
| "size": [ | |
| 210, | |
| 50 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 15, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": [ | |
| 250 | |
| ] | |
| } | |
| ], | |
| "title": "Get_LENGTH", | |
| "properties": { | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "LENGTH" | |
| ], | |
| "color": "#1b4669", | |
| "bgcolor": "#29699c" | |
| }, | |
| { | |
| "id": 21, | |
| "type": "PrimitiveInt", | |
| "pos": [ | |
| -1531.686401853776, | |
| 7023.723742372016 | |
| ], | |
| "size": [ | |
| 210, | |
| 82 | |
| ], | |
| "flags": { | |
| "collapsed": false | |
| }, | |
| "order": 16, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": [ | |
| 252 | |
| ] | |
| } | |
| ], | |
| "title": "Framerate", | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.5.1", | |
| "Node name for S&R": "PrimitiveInt", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| 24, | |
| "fixed" | |
| ] | |
| }, | |
| { | |
| "id": 252, | |
| "type": "SimpleCalculatorKJ", | |
| "pos": [ | |
| -1326.6167426383292, | |
| 7157.424176867409 | |
| ], | |
| "size": [ | |
| 380.71013638099475, | |
| 108 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 139, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "a", | |
| "shape": 7, | |
| "type": "*", | |
| "link": 378 | |
| }, | |
| { | |
| "name": "b", | |
| "shape": 7, | |
| "type": "*", | |
| "link": null | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "links": [ | |
| 374 | |
| ] | |
| }, | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": null | |
| } | |
| ], | |
| "title": "Make float", | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "1.2.9", | |
| "Node name for S&R": "SimpleCalculatorKJ", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "input_ue_unconnectable": {}, | |
| "version": "7.5.2" | |
| } | |
| }, | |
| "widgets_values": [ | |
| "a" | |
| ] | |
| }, | |
| { | |
| "id": 151, | |
| "type": "SetNode", | |
| "pos": [ | |
| -1459.6052291640196, | |
| 7157.102725076224 | |
| ], | |
| "size": [ | |
| 210, | |
| 50 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 113, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "link": 252 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": [ | |
| 378 | |
| ] | |
| } | |
| ], | |
| "title": "Set_FPS", | |
| "properties": { | |
| "previousName": "FPS", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "FPS" | |
| ], | |
| "color": "#1b4669", | |
| "bgcolor": "#29699c" | |
| }, | |
| { | |
| "id": 180, | |
| "type": "GetNode", | |
| "pos": [ | |
| -796.969104273359, | |
| 6730.857169541901 | |
| ], | |
| "size": [ | |
| 210, | |
| 50 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 17, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 278 | |
| ] | |
| } | |
| ], | |
| "title": "Get_SIZE_IMAGE", | |
| "properties": { | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "SIZE_IMAGE" | |
| ], | |
| "color": "#2a363b", | |
| "bgcolor": "#3f5159" | |
| }, | |
| { | |
| "id": 220, | |
| "type": "GetNode", | |
| "pos": [ | |
| 623.6392358610933, | |
| 7366.174512764503 | |
| ], | |
| "size": [ | |
| 229.241796875, | |
| 50 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 18, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "LATENT", | |
| "type": "LATENT", | |
| "links": [ | |
| 317 | |
| ] | |
| } | |
| ], | |
| "title": "Get_AUDIO_LATENT", | |
| "properties": { | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "AUDIO_LATENT" | |
| ], | |
| "color": "#323", | |
| "bgcolor": "#535" | |
| }, | |
| { | |
| "id": 144, | |
| "type": "MarkdownNote", | |
| "pos": [ | |
| -694.026455583923, | |
| 8099.121981706148 | |
| ], | |
| "size": [ | |
| 210, | |
| 88 | |
| ], | |
| "flags": {}, | |
| "order": 19, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [], | |
| "title": "Live previews", | |
| "properties": { | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.5.2", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "For live previews to notice completely wrong generations and stop them early." | |
| ], | |
| "color": "#432", | |
| "bgcolor": "#653" | |
| }, | |
| { | |
| "id": 245, | |
| "type": "PreviewAny", | |
| "pos": [ | |
| 331.6008166004102, | |
| 4419.496486946564 | |
| ], | |
| "size": [ | |
| 210, | |
| 121.32873688230211 | |
| ], | |
| "flags": { | |
| "collapsed": false | |
| }, | |
| "order": 142, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "source", | |
| "type": "*", | |
| "link": 362 | |
| } | |
| ], | |
| "outputs": [], | |
| "title": "Total frames", | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.11.1", | |
| "Node name for S&R": "PreviewAny", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "input_ue_unconnectable": {}, | |
| "version": "7.5.2" | |
| } | |
| }, | |
| "widgets_values": [ | |
| null, | |
| null, | |
| null | |
| ] | |
| }, | |
| { | |
| "id": 276, | |
| "type": "PreviewAny", | |
| "pos": [ | |
| 331.9828513883877, | |
| 4579.072674431576 | |
| ], | |
| "size": [ | |
| 210, | |
| 121.32873688230211 | |
| ], | |
| "flags": { | |
| "collapsed": false | |
| }, | |
| "order": 143, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "source", | |
| "type": "*", | |
| "link": 425 | |
| } | |
| ], | |
| "outputs": [], | |
| "title": "FPS", | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.11.1", | |
| "Node name for S&R": "PreviewAny", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "input_ue_unconnectable": {}, | |
| "version": "7.5.2" | |
| } | |
| }, | |
| "widgets_values": [ | |
| null, | |
| null, | |
| null | |
| ] | |
| }, | |
| { | |
| "id": 246, | |
| "type": "PreviewAny", | |
| "pos": [ | |
| 337.32090227738007, | |
| 4743.0990696807985 | |
| ], | |
| "size": [ | |
| 210, | |
| 122.4455184602457 | |
| ], | |
| "flags": { | |
| "collapsed": false | |
| }, | |
| "order": 144, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "source", | |
| "type": "*", | |
| "link": 363 | |
| } | |
| ], | |
| "outputs": [], | |
| "title": "Taken frames", | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.11.1", | |
| "Node name for S&R": "PreviewAny", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "input_ue_unconnectable": {}, | |
| "version": "7.5.2" | |
| } | |
| }, | |
| "widgets_values": [ | |
| null, | |
| null, | |
| null | |
| ] | |
| }, | |
| { | |
| "id": 241, | |
| "type": "VHS_VideoInfo", | |
| "pos": [ | |
| 51.279153686833354, | |
| 4480.084918286888 | |
| ], | |
| "size": [ | |
| 234.931640625, | |
| 206 | |
| ], | |
| "flags": { | |
| "collapsed": false | |
| }, | |
| "order": 116, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "video_info", | |
| "type": "VHS_VIDEOINFO", | |
| "link": 349 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "source_fps🟨", | |
| "type": "FLOAT", | |
| "links": [] | |
| }, | |
| { | |
| "name": "source_frame_count🟨", | |
| "type": "INT", | |
| "links": [ | |
| 362 | |
| ] | |
| }, | |
| { | |
| "name": "source_duration🟨", | |
| "type": "FLOAT", | |
| "links": null | |
| }, | |
| { | |
| "name": "source_width🟨", | |
| "type": "INT", | |
| "links": null | |
| }, | |
| { | |
| "name": "source_height🟨", | |
| "type": "INT", | |
| "links": null | |
| }, | |
| { | |
| "name": "loaded_fps🟦", | |
| "type": "FLOAT", | |
| "links": [ | |
| 425 | |
| ] | |
| }, | |
| { | |
| "name": "loaded_frame_count🟦", | |
| "type": "INT", | |
| "links": [ | |
| 363, | |
| 472 | |
| ] | |
| }, | |
| { | |
| "name": "loaded_duration🟦", | |
| "type": "FLOAT", | |
| "links": null | |
| }, | |
| { | |
| "name": "loaded_width🟦", | |
| "type": "INT", | |
| "links": null | |
| }, | |
| { | |
| "name": "loaded_height🟦", | |
| "type": "INT", | |
| "links": null | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-videohelpersuite", | |
| "ver": "1.7.9", | |
| "Node name for S&R": "VHS_VideoInfo", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "input_ue_unconnectable": {}, | |
| "version": "7.5.2" | |
| } | |
| }, | |
| "widgets_values": {} | |
| }, | |
| { | |
| "id": 148, | |
| "type": "SetNode", | |
| "pos": [ | |
| -996.2212182301856, | |
| 6785.192233958292 | |
| ], | |
| "size": [ | |
| 210, | |
| 50 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 149, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "link": 431 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": [] | |
| } | |
| ], | |
| "title": "Set_LENGTH", | |
| "properties": { | |
| "previousName": "LENGTH", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "LENGTH" | |
| ], | |
| "color": "#1b4669", | |
| "bgcolor": "#29699c" | |
| }, | |
| { | |
| "id": 169, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1045.5564452179422, | |
| 5040.848359400363 | |
| ], | |
| "size": [ | |
| 210, | |
| 58 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 20, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "VAE", | |
| "type": "VAE", | |
| "links": [ | |
| 264 | |
| ] | |
| } | |
| ], | |
| "title": "Get_AUDIO_VAE", | |
| "properties": { | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.5.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "AUDIO_VAE" | |
| ], | |
| "color": "#322", | |
| "bgcolor": "#533" | |
| }, | |
| { | |
| "id": 158, | |
| "type": "GetNode", | |
| "pos": [ | |
| 2775.0175098192663, | |
| 7814.722756619012 | |
| ], | |
| "size": [ | |
| 210, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 21, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "links": [ | |
| 258 | |
| ] | |
| } | |
| ], | |
| "title": "Get_FPS_F", | |
| "properties": { | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "FPS_F" | |
| ], | |
| "color": "#232", | |
| "bgcolor": "#353" | |
| }, | |
| { | |
| "id": 164, | |
| "type": "MarkdownNote", | |
| "pos": [ | |
| -622.707170857839, | |
| 6812.45959845781 | |
| ], | |
| "size": [ | |
| 225.75985215781992, | |
| 88 | |
| ], | |
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| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_KF_1", | |
| "properties": { | |
| "previousName": "", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "KF_1" | |
| ], | |
| "color": "#2a363b", | |
| "bgcolor": "#3f5159" | |
| }, | |
| { | |
| "id": 16, | |
| "type": "LTXVPreprocess", | |
| "pos": [ | |
| -621.8550146076778, | |
| 6128.147602524449 | |
| ], | |
| "size": [ | |
| 223.83973303930293, | |
| 74 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 147, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
| "link": 7 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "output_image", | |
| "type": "IMAGE", | |
| "links": [ | |
| 476 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.3.60", | |
| "Node name for S&R": "LTXVPreprocess", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| 33 | |
| ] | |
| }, | |
| { | |
| "id": 196, | |
| "type": "SetNode", | |
| "pos": [ | |
| -312.9382826717108, | |
| 6199.953413437135 | |
| ], | |
| "size": [ | |
| 210, | |
| 50 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 163, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "link": 299 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": [] | |
| } | |
| ], | |
| "title": "Set_KF_2", | |
| "properties": { | |
| "previousName": "KF_2", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "KF_2" | |
| ], | |
| "color": "#2a363b", | |
| "bgcolor": "#3f5159" | |
| }, | |
| { | |
| "id": 236, | |
| "type": "SetNode", | |
| "pos": [ | |
| 5515.464479330717, | |
| 7204.167242370575 | |
| ], | |
| "size": [ | |
| 210, | |
| 50 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 155, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "AUDIO", | |
| "type": "AUDIO", | |
| "link": 342 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_FINAL_AUDIO", | |
| "properties": { | |
| "previousName": "FINAL_AUDIO", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "FINAL_AUDIO" | |
| ] | |
| }, | |
| { | |
| "id": 147, | |
| "type": "GetNode", | |
| "pos": [ | |
| 3360.1238326709163, | |
| 7156.9628231394845 | |
| ], | |
| "size": [ | |
| 210, | |
| 50 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 33, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "LATENT_UPSCALE_MODEL", | |
| "type": "LATENT_UPSCALE_MODEL", | |
| "links": [ | |
| 248 | |
| ] | |
| } | |
| ], | |
| "title": "Get_UPSCALE_MODEL", | |
| "properties": { | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "UPSCALE_MODEL" | |
| ] | |
| }, | |
| { | |
| "id": 122, | |
| "type": "LTXVLatentUpsampler", | |
| "pos": [ | |
| 3578.8861099673873, | |
| 7082.665105018672 | |
| ], | |
| "size": [ | |
| 232.80607645455075, | |
| 76.45471555677796 | |
| ], | |
| "flags": {}, | |
| "order": 135, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "samples", | |
| "type": "LATENT", | |
| "link": 555 | |
| }, | |
| { | |
| "name": "upscale_model", | |
| "type": "LATENT_UPSCALE_MODEL", | |
| "link": 248 | |
| }, | |
| { | |
| "name": "vae", | |
| "type": "VAE", | |
| "link": 202 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "LATENT", | |
| "type": "LATENT", | |
| "links": [ | |
| 493 | |
| ] | |
| } | |
| ], | |
| "title": "spatial", | |
| "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": {} | |
| }, | |
| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [] | |
| }, | |
| { | |
| "id": 301, | |
| "type": "MarkdownNote", | |
| "pos": [ | |
| 771.8464711144082, | |
| 5717.345426868423 | |
| ], | |
| "size": [ | |
| 302.7991343009902, | |
| 88 | |
| ], | |
| "flags": { | |
| "collapsed": false | |
| }, | |
| "order": 34, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [], | |
| "title": "Guider frames", | |
| "properties": { | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "Caveat - does not accept unassigned image inputs and resets when you change Number of Guides.\n\nIMPORTANT: If using the upscaler pass, the same indexes must be used in that Guide node" | |
| ], | |
| "color": "#432", | |
| "bgcolor": "#653" | |
| }, | |
| { | |
| "id": 311, | |
| "type": "GetNode", | |
| "pos": [ | |
| 3928.494157203048, | |
| 6250.145639576625 | |
| ], | |
| "size": [ | |
| 210, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 35, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "VAE", | |
| "type": "VAE", | |
| "links": [ | |
| 479 | |
| ] | |
| } | |
| ], | |
| "title": "Get_VAE", | |
| "properties": { | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "VAE" | |
| ], | |
| "color": "#322", | |
| "bgcolor": "#533" | |
| }, | |
| { | |
| "id": 312, | |
| "type": "GetNode", | |
| "pos": [ | |
| 3932.3429772542318, | |
| 6451.732610359629 | |
| ], | |
| "size": [ | |
| 210, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 36, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 482 | |
| ] | |
| } | |
| ], | |
| "title": "Get_KF_2", | |
| "properties": { | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "KF_2" | |
| ], | |
| "color": "#2a363b", | |
| "bgcolor": "#3f5159" | |
| }, | |
| { | |
| "id": 310, | |
| "type": "GetNode", | |
| "pos": [ | |
| 3923.226706361099, | |
| 6399.367869768112 | |
| ], | |
| "size": [ | |
| 210, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 37, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 481 | |
| ] | |
| } | |
| ], | |
| "title": "Get_KF_1", | |
| "properties": { | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "KF_1" | |
| ], | |
| "color": "#2a363b", | |
| "bgcolor": "#3f5159" | |
| }, | |
| { | |
| "id": 185, | |
| "type": "LTXVCropGuides", | |
| "pos": [ | |
| 4804.418886828629, | |
| 6645.410203476049 | |
| ], | |
| "size": [ | |
| 152.7134765625, | |
| 66 | |
| ], | |
| "flags": {}, | |
| "order": 187, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "positive", | |
| "type": "CONDITIONING", | |
| "link": 494 | |
| }, | |
| { | |
| "name": "negative", | |
| "type": "CONDITIONING", | |
| "link": 495 | |
| }, | |
| { | |
| "name": "latent", | |
| "type": "LATENT", | |
| "link": 289 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "positive", | |
| "type": "CONDITIONING", | |
| "links": [] | |
| }, | |
| { | |
| "name": "negative", | |
| "type": "CONDITIONING", | |
| "links": [] | |
| }, | |
| { | |
| "name": "latent", | |
| "type": "LATENT", | |
| "links": [ | |
| 290 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.8.0", | |
| "Node name for S&R": "LTXVCropGuides", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [] | |
| }, | |
| { | |
| "id": 308, | |
| "type": "NormalizeAudioLoudness", | |
| "pos": [ | |
| 454.36095250823365, | |
| 4945.708916573655 | |
| ], | |
| "size": [ | |
| 277.46666564941404, | |
| 58 | |
| ], | |
| "flags": {}, | |
| "order": 127, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "audio", | |
| "type": "AUDIO", | |
| "link": 469 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "audio", | |
| "type": "AUDIO", | |
| "links": [ | |
| 519 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "9f9a8e71c2341006e3404feb7c66ea8fd45e4034", | |
| "Node name for S&R": "NormalizeAudioLoudness", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "input_ue_unconnectable": {}, | |
| "version": "7.5.2" | |
| } | |
| }, | |
| "widgets_values": [ | |
| -18 | |
| ] | |
| }, | |
| { | |
| "id": 323, | |
| "type": "MarkdownNote", | |
| "pos": [ | |
| -750.9611270838991, | |
| 5087.722783455071 | |
| ], | |
| "size": [ | |
| 254.19277845184473, | |
| 88 | |
| ], | |
| "flags": {}, | |
| "order": 38, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [], | |
| "title": "Shift", | |
| "properties": { | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.5.2", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "Shift the video and audio forward and generate the part before it.\n\nThe values are reused in the audio encoder group." | |
| ], | |
| "color": "#432", | |
| "bgcolor": "#653" | |
| }, | |
| { | |
| "id": 214, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1073.6140917474677, | |
| 5150.808602770497 | |
| ], | |
| "size": [ | |
| 210, | |
| 50 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 39, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "links": [ | |
| 371 | |
| ] | |
| } | |
| ], | |
| "title": "Get_FPS_F", | |
| "properties": { | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "FPS_F" | |
| ], | |
| "color": "#232", | |
| "bgcolor": "#353" | |
| }, | |
| { | |
| "id": 217, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1071.9480059430948, | |
| 5103.85667424796 | |
| ], | |
| "size": [ | |
| 210, | |
| 50 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 40, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "links": [ | |
| 370 | |
| ] | |
| } | |
| ], | |
| "title": "Get_LENGTH_F", | |
| "properties": { | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "LENGTH_F" | |
| ], | |
| "color": "#232", | |
| "bgcolor": "#353" | |
| }, | |
| { | |
| "id": 251, | |
| "type": "SimpleCalculatorKJ", | |
| "pos": [ | |
| 1264.1070341722968, | |
| 5117.184001866931 | |
| ], | |
| "size": [ | |
| 380.71013638099475, | |
| 108 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 119, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "a", | |
| "shape": 7, | |
| "type": "*", | |
| "link": 370 | |
| }, | |
| { | |
| "name": "b", | |
| "shape": 7, | |
| "type": "*", | |
| "link": 371 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "links": [ | |
| 372 | |
| ] | |
| }, | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": null | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "1.2.9", | |
| "Node name for S&R": "SimpleCalculatorKJ", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "input_ue_unconnectable": {}, | |
| "version": "7.5.2" | |
| } | |
| }, | |
| "widgets_values": [ | |
| "a / b" | |
| ] | |
| }, | |
| { | |
| "id": 216, | |
| "type": "SetNode", | |
| "pos": [ | |
| -1010.6535016139838, | |
| 6721.439443878727 | |
| ], | |
| "size": [ | |
| 210, | |
| 50 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 148, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "link": 432 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_LENGTH_F", | |
| "properties": { | |
| "previousName": "LENGTH_F", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "LENGTH_F" | |
| ], | |
| "color": "#232", | |
| "bgcolor": "#353" | |
| }, | |
| { | |
| "id": 280, | |
| "type": "SimpleCalculatorKJ", | |
| "pos": [ | |
| -1262.7154378265393, | |
| 6731.874019060455 | |
| ], | |
| "size": [ | |
| 380.71013638099475, | |
| 108 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 123, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "a", | |
| "shape": 7, | |
| "type": "*", | |
| "link": 508 | |
| }, | |
| { | |
| "name": "b", | |
| "shape": 7, | |
| "type": "*", | |
| "link": null | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "links": [ | |
| 432 | |
| ] | |
| }, | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": [ | |
| 431 | |
| ] | |
| } | |
| ], | |
| "title": "Total length", | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "1.2.9", | |
| "Node name for S&R": "SimpleCalculatorKJ", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "input_ue_unconnectable": {}, | |
| "version": "7.5.2" | |
| } | |
| }, | |
| "widgets_values": [ | |
| "a" | |
| ] | |
| }, | |
| { | |
| "id": 288, | |
| "type": "MarkdownNote", | |
| "pos": [ | |
| 585.1820364992468, | |
| 4786.752238463413 | |
| ], | |
| "size": [ | |
| 210, | |
| 88 | |
| ], | |
| "flags": {}, | |
| "order": 41, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [], | |
| "title": "Audio samplerate", | |
| "properties": { | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.5.2", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "If audio concat fails with \"Sample rates do not match\", adjust the rate to match audio input." | |
| ], | |
| "color": "#432", | |
| "bgcolor": "#653" | |
| }, | |
| { | |
| "id": 320, | |
| "type": "GetNode", | |
| "pos": [ | |
| 2476.7106934416875, | |
| 4876.090303097032 | |
| ], | |
| "size": [ | |
| 210, | |
| 58 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 42, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "links": [ | |
| 497 | |
| ] | |
| } | |
| ], | |
| "title": "Get_FPS_F", | |
| "properties": { | |
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| "Connect one of predefined sizes to Set_SIZE_IMAGE for convenience.\n\nWidth & height settings must be divisible by 32. If using upscaler, sizes must be divisible by 64 to get the exact requested size.\n\n\nRunning with invalid parameters **will not cause errors**. Instead, the flow will silently choose the closest valid parameters. " | |
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| "Could not find simple audio resampling nodes, so loading the audio track separately after conversion to the sample rate that can be concatenated with the input audio for lipsync.\n\n24000 mono seems to be the often used one in text-to-speech, so using that one." | |
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| "Shift the track with a small silence audio to achieve the correct latent length for generated prefix+video (is there a better way to create concatenated audio latents?)" | |
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| "Sometimes upsampling for audio makes it worse than the original video and input, so I keep the option to reconnect the low-res instead." | |
| ], | |
| "color": "#432", | |
| "bgcolor": "#653" | |
| }, | |
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| "LTXVImgToVideoInplaceKJ could be used for reinjecting the same images again in the upscale latent to enforce reference details at full strength. However, cannot use it for middle keyframes because it causes bad stuttering. LTXVAddGuide does not have this issue, but is messy to reinject and crop the second tome.\n\nIt would be convenient to have LTXVAddGuideMulti-like that could be activated twice to insert guides in both latents. Not sure if it's possible in Comfy." | |
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| { | |
| "id": 60, | |
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| "With the latest torch2.10 updates on RTX 3090.\n\nWith upscaler:\n\n896 x 512 - 160s\n\n1920 x 1088 - 742s, GGUF - 926s\n\nWithout upscaler (preserves input image details better):\n\n1920 x 1088 - 2785s\n\n" | |
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| "properties": { | |
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| "version": "7.5.2", | |
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| }, | |
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| "Depends on VideoHelperSuite, LTXVideo, KJNodes; all can be installed in the Manager." | |
| ], | |
| "color": "#432", | |
| "bgcolor": "#653" | |
| }, | |
| { | |
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| "title": "Index", | |
| "properties": { | |
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| "version": "7.5.2", | |
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| "Set frame_idx to extend the video to both sides, but then audio track will not match, so we need to shift the track with a small silence audio prepended in the Encode audio group to achieve the correct latent length (is there a better way to create concatenated audio latents?)" | |
| ], | |
| "color": "#432", | |
| "bgcolor": "#653" | |
| }, | |
| { | |
| "id": 352, | |
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| { | |
| "name": "samples", | |
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| "link": 546 | |
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| "widgets_values": [ | |
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| "id": 294, | |
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| ], | |
| "color": "#323", | |
| "bgcolor": "#535" | |
| }, | |
| { | |
| "id": 43, | |
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| "flags": {}, | |
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| { | |
| "name": "positive", | |
| "type": "CONDITIONING", | |
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| { | |
| "name": "negative", | |
| "type": "CONDITIONING", | |
| "link": 75 | |
| }, | |
| { | |
| "name": "latent", | |
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| "link": 72 | |
| } | |
| ], | |
| "outputs": [ | |
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| }, | |
| { | |
| "name": "negative", | |
| "type": "CONDITIONING", | |
| "links": [] | |
| }, | |
| { | |
| "name": "latent", | |
| "type": "LATENT", | |
| "links": [ | |
| 553, | |
| 571 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
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| "Node name for S&R": "LTXVCropGuides", | |
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| "id": 354, | |
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| { | |
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| } | |
| ], | |
| "title": "Load Audio Latent", | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.11.1", | |
| "Node name for S&R": "LoadLatent", | |
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| "widgets_values": [ | |
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| }, | |
| { | |
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| { | |
| "name": "LATENT", | |
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| } | |
| ], | |
| "title": "Load Video Latent", | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.11.1", | |
| "Node name for S&R": "LoadLatent", | |
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