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{ "collapsed": true }, "order": 55, "mode": 0, "inputs": [], "outputs": [ { "name": "SIGMAS", "type": "SIGMAS", "links": [] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.5.1", "Node name for S&R": "ManualSigmas", "ue_properties": { "widget_ue_connectable": {}, "version": "7.6.2", "input_ue_unconnectable": {} }, "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ "1.0, 0.99375, 0.9875, 0.98125, 0.975, 0.909375, 0.725, 0.421875, 0.0" ] }, { "id": 1365, "type": "ModelSamplingSD3", "pos": [ 431.3480254342195, -2100.27408824956 ], "size": [ 285.421875, 58 ], "flags": { "collapsed": false }, "order": 116, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 2291 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 2289 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.16.4", "Node name for S&R": "ModelSamplingSD3" }, "widgets_values": [ 13 ] }, { "id": 1308, "type": "LTX2SamplingPreviewOverride", "pos": [ 431.3480254342195, -1853.7565406776453 ], "size": [ 285.421875, 122.2710767328906 ], "flags": {}, "order": 109, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 2213 }, { "name": "latent_upscale_model", "shape": 7, "type": "LATENT_UPSCALE_MODEL", "link": null }, { "name": "vae", "shape": 7, "type": "VAE", "link": 2216 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 2214, 2269, 2291 ] } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "e27a505b3ba6ce42687fe00500deda103d9d6071", "Node name for S&R": "LTX2SamplingPreviewOverride" }, "widgets_values": [ 8 ] }, { "id": 37, "type": "CFGGuider", "pos": [ 431.3480254342195, -2387.2588001239765 ], "size": [ 285.421875, 103.03639418201146 ], "flags": {}, "order": 118, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 2214 }, { "name": "positive", "type": "CONDITIONING", "link": 222 }, { "name": "negative", "type": "CONDITIONING", "link": 223 } ], "outputs": [ { "name": "GUIDER", "type": "GUIDER", "links": [ 505 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.64", "Node name for S&R": "CFGGuider", "ue_properties": { "widget_ue_connectable": {}, "version": "7.6.2", "input_ue_unconnectable": {} }, "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ 1 ] }, { "id": 13, "type": "KSamplerSelect", "pos": [ 431.3480254342195, -2232.965410672241 ], "size": [ 285.421875, 73.90846412031397 ], "flags": {}, "order": 56, "mode": 0, "inputs": [], "outputs": [ { "name": "SAMPLER", "type": "SAMPLER", "links": [ 52 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.20.1", "Node name for S&R": "KSamplerSelect", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.8" } }, "widgets_values": [ "euler_ancestral_cfg_pp" ] }, { "id": 15, "type": "RandomNoise", "pos": [ 431.3480254342195, -2526.707585693385 ], "size": [ 285.421875, 90 ], "flags": {}, "order": 57, "mode": 0, "inputs": [], "outputs": [ { "name": "NOISE", "type": "NOISE", "links": [ 50 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.20.1", "Node name for S&R": "RandomNoise", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.8" } }, "widgets_values": [ 725194603285255, "randomize" ], "color": "#006691", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 1364, "type": "MarkdownNote", "pos": [ -409.7218106188527, -1356.244516163973 ], "size": [ 333.27329184352664, 97.16936852818685 ], "flags": {}, "order": 58, "mode": 0, "inputs": [], "outputs": [], "title": "MSR Prompt Guide", "properties": {}, "widgets_values": [ "First a short description of each image at the top prompt box. Like:\nFigure 1 : An elderly man wearing...... \nFigure 2: A woman with red dress, blonde hair... \n\n\nIn the bottom box prompt the sequence of actions to happen. With reference to the input images. Like Male A, Female A etc " ], "color": "rgba(0,0,0,.8)", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 228, "type": "MarkdownNote", "pos": [ -2998.1084772532217, -2539.0466229011763 ], "size": [ 394.023246614398, 153.98247995365455 ], "flags": { "collapsed": false }, "order": 59, "mode": 0, "inputs": [], "outputs": [], "title": "Prompting LTX-2", "properties": {}, "widgets_values": [ "## LTX-2 Prompting Tips\n1. **Core Actions**: Describe events and actions as they occur over time \n2. **Audio**: Describe sounds and dialogue needed for the scene \n3. **Reference Image**: Do not repeat details already present \n4. **Consistency**: Avoid instructions that do not match the reference image, as this will degrade results" ], "color": "#222", "bgcolor": "#000" }, { "id": 218, "type": "LoraLoaderModelOnly", "pos": [ -2478.547370104245, -2364.4359833426192 ], "size": [ 364.015625, 112 ], "flags": { "collapsed": false }, "order": 88, "mode": 4, "inputs": [ { "name": "model", "type": "MODEL", "link": 697 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 2191 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.75", "Node name for S&R": "LoraLoaderModelOnly", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "models": [ { "name": "ltx-2-19b-distilled-lora-384.safetensors", "url": "https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-distilled-lora-384.safetensors", "directory": "loras" } ] }, "widgets_values": [ "LTX\\LTX-2\\ltx_2.3_22b_distilled_1.1_lora_dynamic_fro09_avg_rank_111_bf16.safetensors", 0.6 ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)", "ndSuperSelectorEnabled": false, "ndPowerEnabled": false }, { "id": 217, "type": "UNETLoader", "pos": [ -2482.2327738150443, -2520.396838181617 ], "size": [ 364.015625, 108 ], "flags": { "collapsed": false }, "order": 60, "mode": 0, "inputs": [], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 697 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.16.1", "Node name for S&R": "UNETLoader" }, "widgets_values": [ "LTXVideo\\v2\\int8\\ltx-2.3-22b-distilled-1.1_transformer_only_int8_convrot.safetensors", "default" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)", "ndSuperSelectorEnabled": false, "ndPowerEnabled": false }, { "id": 1366, "type": "BasicScheduler", "pos": [ 431.3480254342195, -2002.784046291929 ], "size": [ 285.421875, 106 ], "flags": { "collapsed": false }, "order": 122, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 2289 } ], "outputs": [ { "name": "SIGMAS", "type": "SIGMAS", "links": [ 2290 ] } ], "title": "BasicScheduler ( for more steps)", "properties": { "cnr_id": "comfy-core", "ver": "0.9.1", "Node name for S&R": "BasicScheduler" }, "widgets_values": [ "linear_quadratic", 10, 1 ] }, { "id": 1367, "type": "MarkdownNote", "pos": [ -2978.5903167399692, -2047.1298549182668 ], "size": [ 394.5963321474096, 102.40478198260462 ], "flags": { "collapsed": false }, "order": 61, "mode": 0, "inputs": [], "outputs": [], "title": "About this workflow", "properties": {}, "widgets_values": [ "You might want to use the DEV model and increase the steps in first pass for better results. \n\nBut using Distilled model is often enough " ], "color": "#222", "bgcolor": "#000" }, { "id": 229, "type": "MarkdownNote", "pos": [ -3001.9601018582684, -2763.397869036648 ], "size": [ 391.1357881726253, 169.1675910244585 ], "flags": { "collapsed": false }, "order": 62, "mode": 0, "inputs": [], "outputs": [], "title": "About Models", "properties": {}, "widgets_values": [ "Download models from here:\n[https://huggingface.co/Kijai/LTX2.3_comfy](https://huggingface.co/Kijai/LTX2.3_comfy)\n\nText encoder : [https://huggingface.co/Comfy-Org/ltx-2](https://huggingface.co/Comfy-Org/ltx-2)\n\nMSR V2 Lora: [https://huggingface.co/LiconStudio/LTX-2.3-Multiple-Subject-Reference](https://huggingface.co/LiconStudio/LTX-2.3-Multiple-Subject-Reference)\n\nLTX Ingredients lora: [https://huggingface.co/Lightricks/LTX-2.3-22b-IC-LoRA-Ingredients](https://huggingface.co/Lightricks/LTX-2.3-22b-IC-LoRA-Ingredients) \n\nOmniNTF lora : [https://huggingface.co/Kijai/LTX2.3_comfy/tree/main/loras](https://huggingface.co/Kijai/LTX2.3_comfy/tree/main/loras)" ], "color": "#222", "bgcolor": "#000" }, { "id": 1368, "type": "MarkdownNote", "pos": [ -1192.192939395663, -1333.9684451581845 ], "size": [ 383.0920128291732, 91.35034473382734 ], "flags": {}, "order": 63, "mode": 0, "inputs": [], "outputs": [], "title": "Reference images should be character shet", "properties": {}, "widgets_values": [ "Character sheet with one face close up and 3 body on a turn around on a white background" ], "color": "rgba(0,0,0,.8)", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 1369, "type": "MarkdownNote", "pos": [ -2982.8199165576752, -1865.9284038529681 ], "size": [ 404.66498649399864, 215.67714338172505 ], "flags": { "collapsed": false }, "order": 64, "mode": 0, "inputs": [], "outputs": [], "title": "Subject Reference Character Sheet", "properties": {}, "widgets_values": [ "You can use the Flux Klein helper workflow to create character sheet for this workflow. \n\nFlux Klein Character Sheet : [https://huggingface.co/RuneXX/LTX-2.3-Workflows/tree/main/Multi-ref-character-sheet/Helper-wf](https://huggingface.co/RuneXX/LTX-2.3-Workflows/tree/main/Multi-ref-character-sheet/Helper-wf)\n \n\nOr you can use ChatGPT, Nano Banana etc to create a character sheet. Use one of the reference images from Licon to explain to the LLM how the character sheet should look like : \n\n[https://huggingface.co/LiconStudio/LTX-2.3-Multiple-Subject-Reference/tree/main/Validition_V2](https://huggingface.co/LiconStudio/LTX-2.3-Multiple-Subject-Reference/tree/main/Validition_V2)" ], "color": "#222", "bgcolor": "#000" }, { "id": 1370, "type": "GetNode", "pos": [ -1478.665057498369, -1821.3044539380794 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 65, "mode": 0, "inputs": [], "outputs": [ { "name": "INT", "type": "INT", "links": [ 2294 ] } ], "title": "Get_width", "properties": { "Node name for S&R": "GetNode", "aux_id": "kijai/ComfyUI-KJNodes" }, "widgets_values": [ "width" ] }, { "id": 1371, "type": "GetNode", "pos": [ -1490.0158565810245, -1786.5757283332516 ], "size": [ 210, 58 ], "flags": { "collapsed": true }, "order": 66, "mode": 0, "inputs": [], "outputs": [ { "name": "INT", "type": "INT", "links": [ 2295 ] } ], "title": "Get_height", "properties": { "Node name for S&R": "GetNode", "aux_id": "kijai/ComfyUI-KJNodes" }, "widgets_values": [ "height" ] }, { "id": 1273, "type": "LoadImage", "pos": [ -1584.604097126767, -2519.0194384938277 ], "size": [ 302.31950071169945, 549.5766027044579 ], "flags": {}, "order": 67, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 2292 ] }, { "name": "MASK", "type": "MASK", "links": null } ], "title": "Ref Image 1", "properties": { "cnr_id": "comfy-core", "ver": "0.20.1", "Node name for S&R": "LoadImage", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.8" } }, "widgets_values": [ "comfyui-relight-product_00030_.png", "image" ], "color": "#346434", "bgcolor": "rgba(24,24,27,.9)", "ndSuperSelectorEnabled": false, "ndPowerEnabled": false }, { "id": 1267, "type": "LoadImage", "pos": [ -1236.6010029712609, -2508.7930429740713 ], "size": [ 307.8507507116992, 540.6009532738174 ], "flags": {}, "order": 68, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 2293 ] }, { "name": "MASK", "type": "MASK", "links": null } ], "title": "Ref Image 2", "properties": { "cnr_id": "comfy-core", "ver": "0.20.1", "Node name for S&R": "LoadImage", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.8" } }, "widgets_values": [ "ComfyUI_17079_.png", "image" ], "color": "#346434", "bgcolor": "rgba(24,24,27,.9)", "ndSuperSelectorEnabled": false, "ndPowerEnabled": false }, { "id": 1275, "type": "LoadImage", "pos": [ -888.6176922017369, -2500.427897045404 ], "size": [ 296.89324813217445, 545.6935639371286 ], "flags": {}, "order": 69, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 2169 ] }, { "name": "MASK", "type": "MASK", "links": null } ], "title": "Background / Scene", "properties": { "cnr_id": "comfy-core", "ver": "0.20.1", "Node name for S&R": "LoadImage", "ue_properties": { "widget_ue_connectable": {}, "input_ue_unconnectable": {}, "version": "7.8" } }, "widgets_values": [ "ComfyUI_temp_phyjc_00005_.png", "image" ], "color": "#008181", "bgcolor": "rgba(24,24,27,.9)", "ndSuperSelectorEnabled": false, "ndPowerEnabled": false }, { "id": 1272, "type": "ImageResizeKJv2", "pos": [ -1564.3741665047519, -1874.5921246868975 ], "size": [ 263.24342653020267, 336 ], "flags": {}, "order": 89, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 2292 }, { "name": "mask", "shape": 7, "type": "MASK", "link": null }, { "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 2294 }, { "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 2295 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 2167 ] }, { "name": "width", "type": "INT", "links": [ 2173 ] }, { "name": "height", "type": "INT", "links": [ 2174 ] }, { "name": "mask", "type": "MASK", "links": null } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "369c8aee9ad4641823d0ffd7035076bcd297b6f2", "Node name for S&R": "ImageResizeKJv2" }, "widgets_values": [ 512, 512, "nearest-exact", "pad", "255,255, 255", "center", 64, "cpu" ] }, { "id": 1271, "type": "ImageResizeKJv2", "pos": [ -1212.9555885295654, -1878.7185071001797 ], "size": [ 264.5947412241619, 336.9224746859268 ], "flags": { "collapsed": false }, "order": 101, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 2293 }, { "name": "mask", "shape": 7, "type": "MASK", "link": null }, { "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 2173 }, { "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 2174 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 2168 ] }, { "name": "width", "type": "INT", "links": [ 2296 ] }, { "name": "height", "type": "INT", "links": [ 2297 ] }, { "name": "mask", "type": "MASK", "links": null } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "369c8aee9ad4641823d0ffd7035076bcd297b6f2", "Node name for S&R": "ImageResizeKJv2" }, "widgets_values": [ 512, 512, "nearest-exact", "pad", "255,255, 255", "center", 64, "cpu" ] }, { "id": 1270, "type": "ImageResizeKJv2", "pos": [ -869.7794677021994, -1878.1423074947882 ], "size": [ 260.5407971422835, 338.27378937988647 ], "flags": { "collapsed": false }, "order": 107, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 2169 }, { "name": "mask", "shape": 7, "type": "MASK", "link": null }, { "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 2296 }, { "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 2297 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 2165 ] }, { "name": "width", "type": "INT", "links": [] }, { "name": "height", "type": "INT", "links": [] }, { "name": "mask", "type": "MASK", "links": null } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "369c8aee9ad4641823d0ffd7035076bcd297b6f2", "Node name for S&R": "ImageResizeKJv2" }, "widgets_values": [ 512, 512, "nearest-exact", "crop", "0, 0, 0", "center", 64, "cpu" ] }, { "id": 1280, "type": "57e8e1ae-efd1-4e7a-8d04-22f2669222cf", "pos": [ -1980.8776093637691, -1637.2313070678724 ], "size": [ 247.640625, 148 ], "flags": { "collapsed": false }, "order": 77, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 2182 } ], "outputs": [ { "label": "height_first", "name": "output", "type": "INT", "links": [ 2179 ] }, { "label": "width_first", "name": "output_1", "type": "INT", "links": [ 2178 ] }, { "label": "width_final", "name": "width", "type": "INT", "links": [ 2180 ] }, { "label": "height_final", "name": "height", "type": "INT", "links": [ 2181 ] } ], "properties": { "proxyWidgets": [], "cnr_id": "comfy-core", "ver": "0.22.0" }, "widgets_values": [] }, { "id": 9, "type": "LTXAddVideoICLoRAGuide", "pos": [ 56.565196811283165, -2064.0800717410743 ], "size": [ 297.55509789949383, 306.9215349234362 ], "flags": { 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