{ "id": "394ed254-7306-42a2-9ae6-aa880ce4456d", "revision": 0, "last_node_id": 5198, "last_link_id": 13704, "nodes": [ { "id": 5063, "type": "SetNode", "pos": [ -6159.73673913689, 4834.098540393766 ], "size": [ 210, 34 ], "flags": { "collapsed": true }, "order": 54, "mode": 0, "inputs": [ { "name": "VAE", "type": "VAE", "link": 13585 } ], "outputs": [ { "name": "VAE", "type": "VAE", "links": null } ], "title": "Set_vae_audio", "properties": { "Node name for S&R": "SetNode", "aux_id": "kijai/ComfyUI-KJNodes", "previousName": "vae_audio" }, "widgets_values": [ "vae_audio" ] }, { "id": 5064, "type": "SetNode", "pos": [ -6162.304246938527, 4715.630371702443 ], "size": [ 210, 34 ], "flags": { "collapsed": true }, "order": 55, "mode": 0, "inputs": [ { "name": "VAE", "type": "VAE", "link": 13586 } ], "outputs": [ { "name": "VAE", "type": "VAE", "links": null } ], "title": "Set_vae", "properties": { "Node name for S&R": "SetNode", "aux_id": "kijai/ComfyUI-KJNodes", "previousName": "vae" }, "widgets_values": [ "vae" ] }, { "id": 5065, "type": "SetNode", "pos": [ -6162.304246938527, 4524.031291674598 ], "size": [ 210, 34 ], "flags": { "collapsed": true }, "order": 63, "mode": 0, "inputs": [ { "name": "CLIP", "type": "CLIP", "link": 13587 } ], "outputs": [ { "name": "CLIP", "type": "CLIP", "links": null } ], "title": "Set_clip", "properties": { "Node name for S&R": "SetNode", "aux_id": "kijai/ComfyUI-KJNodes", "previousName": "clip" }, "widgets_values": [ "clip" ] }, { "id": 5066, "type": "SetNode", "pos": [ -6159.73673913689, 4996.424185804474 ], "size": [ 210, 34 ], "flags": { "collapsed": true }, "order": 53, "mode": 0, "inputs": [ { "name": "VAE", "type": "VAE", "link": 13588 } ], "outputs": [ { "name": "VAE", "type": "VAE", "links": null } ], "title": "Set_vae_tiny", "properties": { "Node name for S&R": "SetNode", "aux_id": "kijai/ComfyUI-KJNodes", "previousName": "vae_tiny" }, "widgets_values": [ "vae_tiny" ] }, { "id": 5067, "type": "VAELoader", "pos": [ -6159.73673913689, 4948.529428102941 ], "size": [ 364.015625, 80 ], "flags": {}, "order": 0, "mode": 0, "inputs": [], "outputs": [ { "name": "VAE", "type": "VAE", "links": [ 13588 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.16.3", "Node name for S&R": "VAELoader" }, "widgets_values": [ "vae_approx\\taeltx2_3.safetensors" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)", "ndSuperSelectorEnabled": false, "ndPowerEnabled": false }, { "id": 5070, "type": "VAELoaderKJ", "pos": [ -6159.73673913689, 4783.646025459905 ], "size": [ 365.36693969395947, 108.54215346578121 ], "flags": {}, "order": 1, "mode": 0, "inputs": [], "outputs": [ { "name": "VAE", "type": "VAE", "links": [ 13585 ] } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "487c7d86a0230aae3d8c0a37d517159b73834f85", "Node name for S&R": "VAELoaderKJ" }, "widgets_values": [ "LTX23_audio_vae_bf16_KJ.safetensors", "main_device", "bf16" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)", "ndSuperSelectorEnabled": false, "ndPowerEnabled": false }, { "id": 5071, "type": "VAELoader", "pos": [ -6163.790683218769, 4649.443731227423 ], "size": [ 364.015625, 80 ], "flags": {}, "order": 2, "mode": 0, "inputs": [], "outputs": [ { "name": "VAE", "type": "VAE", "links": [ 13586 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "VAELoader" }, "widgets_values": [ "LTX23_video_vae_bf16_KJ.safetensors" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)", "ndSuperSelectorEnabled": false, "ndPowerEnabled": false }, { "id": 5078, "type": "MarkdownNote", "pos": [ -6665.371990910341, 4210.553620440882 ], "size": [ 389.1205006928807, 142.9747966097172 ], "flags": { "collapsed": false }, "order": 3, "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": 5081, "type": "MarkdownNote", "pos": [ -6666.905092549471, 4431.223805883648 ], "size": [ 389.1205006928807, 88 ], "flags": { "collapsed": true }, "order": 4, "mode": 0, "inputs": [], "outputs": [], "title": "Sampler Preview", "properties": {}, "widgets_values": [ "Tiny VAE for sampler previews. \nOptionally you can drop this for a lower res latent RGB built into the node \n\nhttps://github.com/madebyollin/taehv/blob/main/safetensors/taeltx2_3.safetensors" ], "color": "#222", "bgcolor": "#000" }, { "id": 5082, "type": "MarkdownNote", "pos": [ -6496.54239319056, 4439.750886312295 ], "size": [ 389.1205006928807, 88 ], "flags": { "collapsed": true }, "order": 5, "mode": 0, "inputs": [], "outputs": [], "title": "Prompt Enhancer (Optional)", "properties": {}, "widgets_values": [ "This automagically enhances your prompt using the already loaded Gemma model. But it can be a bit sensitive to having correct Gemma if using GGUF models. Alternatively you can bypass/disable this feature " ], "color": "#222", "bgcolor": "#000" }, { "id": 5085, "type": "MarkdownNote", "pos": [ -6668.59159699214, 3994.5601363818605 ], "size": [ 390.8512925077024, 150.69035381344884 ], "flags": { "collapsed": false }, "order": 6, "mode": 0, "inputs": [], "outputs": [], "title": "About Models", "properties": {}, "widgets_values": [ "Download models from here: [https://huggingface.co/Kijai/LTX2.3_comfy\n](https://huggingface.co/Kijai/LTX2.3_comfy\n)\n\nText encoder : [https://huggingface.co/Comfy-Org/ltx-2](https://huggingface.co/Comfy-Org/ltx-2)\n\nPixel Spatial Upscale lora: [https://huggingface.co/Lightricks/LTX-2.3-22b-IC-LoRA-Pixel-Spatial-Upscaler](https://huggingface.co/Lightricks/LTX-2.3-22b-IC-LoRA-Pixel-Spatial-Upscaler)" ], "color": "#222", "bgcolor": "#000" }, { "id": 5086, "type": "PathchSageAttentionKJ", "pos": [ -5855.113134628939, 3913.683168533081 ], "size": [ 333.859375, 34 ], "flags": { "collapsed": true }, "order": 91, "mode": 4, "inputs": [ { "name": "model", "type": "MODEL", "link": 13590 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 13591 ] } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "204f6d5aae73b10c0fe2fb26e61405fd6337bb77", "Node name for S&R": "PathchSageAttentionKJ" }, "widgets_values": [ "auto", false ] }, { "id": 5087, "type": "LTX2MemoryEfficientSageAttentionPatch", "pos": [ -6156.722958371801, 3916.6638956706597 ], "size": [ 409.328125, 34 ], "flags": { "collapsed": true }, "order": 76, "mode": 4, "inputs": [ { "name": "model", "type": "MODEL", "link": 13593 } ], "outputs": [ { "name": "model", "type": "MODEL", "links": [ 13590 ] } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "e27a505b3ba6ce42687fe00500deda103d9d6071", "Node name for S&R": "LTX2MemoryEfficientSageAttentionPatch" }, "widgets_values": [ true ] }, { "id": 5088, "type": "LTXVChunkFeedForward", "pos": [ -5601.6630520791305, 3917.3750113904694 ], "size": [ 254.3125, 34 ], "flags": { "collapsed": true }, "order": 94, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 13591 } ], "outputs": [ { "name": "model", "type": "MODEL", "links": [ 13592 ] } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "0ea5ece1793263d9fb0ad97bb067f96b83a9dea3", "Node name for S&R": "LTXVChunkFeedForward" }, "widgets_values": [ 2, 4096 ] }, { "id": 5107, "type": "SetNode", "pos": [ -4434.058182747809, 3318.3741473216132 ], "size": [ 210, 60 ], "flags": {}, "order": 7, "mode": 0, "inputs": [ { "name": "*", "type": "*", "link": null } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "SetNode", "properties": { "Node name for S&R": "SetNode", "aux_id": "kijai/ComfyUI-KJNodes" }, "widgets_values": [ "" ] }, { "id": 5113, "type": "GetNode", "pos": [ -5891.308083182167, 5335.57029257683 ], "size": [ 210, 34 ], "flags": { "collapsed": true }, "order": 8, "mode": 0, "inputs": [], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [ 13616 ] } ], "title": "Get_fps", "properties": { "Node name for S&R": "GetNode", "aux_id": "GetNode" }, "widgets_values": [ "fps" ] }, { "id": 5116, "type": "SetNode", "pos": [ -6112.6492899281775, 5327.029263570813 ], "size": [ 210, 34 ], "flags": { "collapsed": true }, "order": 65, "mode": 0, "inputs": [ { "name": "INT", "type": "INT", "link": 13614 } ], "outputs": [ { "name": "INT", "type": "INT", "links": null } ], "title": "Set_max_size", "properties": { "Node name for S&R": "SetNode", "aux_id": "kijai/ComfyUI-KJNodes", "previousName": "max_size" }, "widgets_values": [ "max_size" ] }, { "id": 5117, "type": "SimpleCalculatorKJ", "pos": [ -5886.389596470123, 5318.566665312758 ], "size": [ 225, 116 ], "flags": { "collapsed": true }, "order": 69, "mode": 0, "inputs": [ { "label": "a", "name": "variables.a", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": 13615 }, { "label": "b", "name": "variables.b", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": 13616 }, { "label": "c", "name": "variables.c", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": null } ], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": null }, { "name": "INT", "type": "INT", "links": [ 13617 ] }, { "name": "BOOLEAN", "type": "BOOLEAN", "links": null } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "676431504394217d8e0992e740370dbeec5e8dc1", "Node name for S&R": "SimpleCalculatorKJ" }, "widgets_values": [ "((round((a * b -1) / 8)) * 8) + 1 " ] }, { "id": 5118, "type": "SetNode", "pos": [ -5868.9947392769345, 5325.800756524727 ], "size": [ 210, 34 ], "flags": { "collapsed": true }, "order": 81, "mode": 0, "inputs": [ { "name": "INT", "type": "INT", "link": 13617 } ], "outputs": [ { "name": "INT", "type": "INT", "links": null } ], "title": "Set_frames", "properties": { "Node name for S&R": "SetNode", "aux_id": "SetNode", "previousName": "frames" }, "widgets_values": [ "frames" ] }, { "id": 5089, "type": "LTX2AttentionTunerPatch", "pos": [ -5358.052624586072, 3919.143599987369 ], "size": [ 262.34375, 178 ], "flags": { "collapsed": true }, "order": 96, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 13592 } ], "outputs": [ { "name": "model", "type": "MODEL", "links": [ 13622 ] } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "5b38397a6430fdb16c7bd14a6bd64c2b0e69a5f0", "Node name for S&R": "LTX2AttentionTunerPatch" }, "widgets_values": [ "", 1, 1, 1, 1, true ] }, { "id": 5126, "type": "GetNode", "pos": [ -5156.896157574177, 4651.541585533559 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 9, "mode": 0, "inputs": [], "outputs": [ { "name": "CLIP", "type": "CLIP", "links": [ 13620, 13621 ] } ], "title": "Get_clip", "properties": { "Node name for S&R": "GetNode", "aux_id": "kijai/ComfyUI-KJNodes" }, "widgets_values": [ "clip" ] }, { "id": 5136, "type": "SetNode", "pos": [ -5128.689866178756, 4155.655350229513 ], "size": [ 210, 58 ], "flags": { "collapsed": true }, "order": 103, "mode": 0, "inputs": [ { "name": "FLOAT", "type": "FLOAT", "link": 13631 } ], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": null } ], "title": "Set_latent_factor", "properties": { "Node name for S&R": "SetNode", "aux_id": "kijai/ComfyUI-KJNodes", "previousName": "latent_factor" }, "widgets_values": [ "latent_factor" ] }, { "id": 5134, "type": "SetNode", "pos": [ -5159.736805678397, 4143.188010012362 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 102, "mode": 0, "inputs": [ { "name": "MODEL", "type": "MODEL", "link": 13630 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": null } ], "title": "Set_model_lora", "properties": { "Node name for S&R": "SetNode", "aux_id": "kijai/ComfyUI-KJNodes", "previousName": "model_lora" }, "widgets_values": [ "model_lora" ] }, { "id": 5112, "type": "GetNode", "pos": [ -5057.6096141, 5106.026722983361 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 10, "mode": 0, "inputs": [], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [ 13611 ] } ], "title": "Get_fps", "properties": { "Node name for S&R": "GetNode", "aux_id": "kijai/ComfyUI-KJNodes" }, "widgets_values": [ "fps" ] }, { "id": 5141, "type": "SetNode", "pos": [ -5047.288826865139, 5112.991625991447 ], "size": [ 223.53515625, 60 ], "flags": { "collapsed": true }, "order": 83, "mode": 0, "inputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "link": 13635 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": null } ], "title": "Set_positive", "properties": { "Node name for S&R": "SetNode", "aux_id": "kijai/ComfyUI-KJNodes", "previousName": "positive" }, "widgets_values": [ "positive" ] }, { "id": 5142, "type": "SetNode", "pos": [ -5105.682144631617, 5115.818415904183 ], "size": [ 223.53515625, 58 ], "flags": { "collapsed": true }, "order": 84, "mode": 0, "inputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "link": 13636 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": null } ], "title": 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