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Alternatively you can bypass/disable this feature " ], "color": "#222", "bgcolor": "#000" }, { "id": 1256, "type": "DualCLIPLoaderGGUF", "pos": [ -2167.0922532275385, -670.0037292911147 ], "size": [ 210, 34 ], "flags": { "collapsed": true }, "order": 65, "mode": 4, "inputs": [], "outputs": [ { "name": "CLIP", "type": "CLIP", "links": null } ], "properties": { "cnr_id": "ComfyUI-GGUF", "ver": "6ea2651e7df66d7585f6ffee804b20e92fb38b8a", "Node name for S&R": "DualCLIPLoaderGGUF" }, "widgets_values": [ "gemma-3-12b-it-Q2_K.gguf", "ltx-2.3_text_projection_bf16.safetensors", "sdxl" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)", "ndSuperSelectorEnabled": false, "ndPowerEnabled": false }, { "id": 1257, "type": "UnetLoaderGGUF", "pos": [ -2157.0295488157058, -617.5245707119493 ], "size": [ 210, 34 ], "flags": { "collapsed": true }, "order": 66, "mode": 4, "inputs": [], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": null } ], "properties": { "cnr_id": "ComfyUI-GGUF", "ver": "6ea2651e7df66d7585f6ffee804b20e92fb38b8a", "Node name for S&R": "UnetLoaderGGUF" }, "widgets_values": [ "LTXvideo\\LTX-2\\quantstack\\LTX-2.3-distilled-Q4_K_S.gguf" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)", "ndSuperSelectorEnabled": false, "ndPowerEnabled": false }, { "id": 1253, "type": "MarkdownNote", "pos": [ -2273.8396649792853, -744.1372270146926 ], "size": [ 389.1205006928807, 96.88451363344984 ], "flags": { "collapsed": true }, "order": 67, "mode": 0, "inputs": [], "outputs": [], "title": "User Made Loras", "properties": {}, "widgets_values": [ "If using some user made LTX-2 loras they sometimes are not trained on audio, so it will produce very noisy audio outputs. Try use KJNodes LTX-2 Lora Loader Advanced in such cases, and set the non video strenght to zero\n" ], "color": "#222", "bgcolor": "#000" }, { "id": 1254, "type": "MarkdownNote", "pos": [ -2094.3793916847826, -742.111491154486 ], "size": [ 389.1205006928807, 88 ], "flags": { "collapsed": true }, "order": 68, "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": 1250, "type": "MarkdownNote", "pos": [ -2308.912144286567, -1006.75376194739 ], "size": [ 389.1205006928807, 142.9747966097172 ], "flags": { "collapsed": false }, "order": 69, "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": 1251, "type": "MarkdownNote", "pos": [ -2307.0662243230263, -1173.6257721230938 ], "size": [ 389.88327753731926, 122.24278535353596 ], "flags": { "collapsed": false }, "order": 70, "mode": 0, "inputs": [], "outputs": [], "title": "About Models", "properties": {}, "widgets_values": [ "Download models from here:\n\n\nhttps://huggingface.co/Kijai/LTX2.3_comfy\n\nText encoder : https://huggingface.co/Comfy-Org/ltx-2\n\nLORA: https://huggingface.co/LiconStudio/LTX2.3-Mutiple-Subject-Reference" ], "color": "#222", "bgcolor": "#000" }, { "id": 37, "type": "CFGGuider", "pos": [ 1168.9156281392118, -854.474720531782 ], "size": [ 278.6195060046633, 110 ], "flags": {}, 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"BasicScheduler ( for more steps)", "properties": { "cnr_id": "comfy-core", "ver": "0.9.1", "Node name for S&R": "BasicScheduler" }, "widgets_values": [ "linear_quadratic", 25, 1 ] }, { "id": 59, "type": "UNETLoader", "pos": [ -1795.0610374638707, -1078.2250121022894 ], "size": [ 364.0273046899474, 82 ], "flags": {}, "order": 71, "mode": 0, "inputs": [], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 215 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.16.1", "Node name for S&R": "UNETLoader" }, "widgets_values": [ "LTXVideo\\v2\\ltx-2.3-22b-distilled-1.1_transformer_only_fp8_scaled.safetensors", "default" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)", "ndSuperSelectorEnabled": false, "ndPowerEnabled": false }, { "id": 60, "type": "LoraLoaderModelOnly", "pos": [ -1795.0610374638707, -943.1481116244847 ], "size": [ 364.0273046899474, 82 ], "flags": { "collapsed": false }, "order": 95, "mode": 4, "inputs": [ { "name": "model", "type": "MODEL", "link": 215 } 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Multi-Subject Lora", "properties": {}, "widgets_values": [ "**THIS LORA IS CURRENTLY IN TEST PHASE** so it might not be perfect yet. \n\nIt seems to help to use DEV model and more steps, and cfg set to 1-2 \n\n\nBut works also with Distilled model and standard 8 steps. Feel free to experiment ;-)" ], "color": "#222", "bgcolor": "#000" } ], "links": [ [ 38, 5, 0, 7, 0, "CONDITIONING" ], [ 39, 6, 0, 7, 1, "CONDITIONING" ], [ 43, 8, 0, 9, 3, "LATENT" ], [ 50, 15, 0, 16, 0, "NOISE" ], [ 52, 13, 0, 16, 2, "SAMPLER" ], [ 54, 23, 0, 16, 4, "LATENT" ], [ 57, 24, 0, 17, 2, "LATENT" ], [ 65, 22, 0, 23, 1, "LATENT" ], [ 67, 24, 1, 25, 0, "LATENT" ], [ 139, 37, 0, 16, 1, "GUIDER" ], [ 149, 17, 2, 38, 0, "LATENT" ], [ 154, 28, 0, 9, 4, "IMAGE" ], [ 179, 7, 0, 9, 0, "CONDITIONING" ], [ 180, 7, 1, 9, 1, "CONDITIONING" ], [ 203, 35, 2, 23, 0, "LATENT" ], [ 210, 58, 0, 49, 0, "LATENT_UPSCALE_MODEL" ], [ 211, 53, 0, 50, 0, "VAE" ], [ 212, 56, 0, 51, 0, "VAE" ], [ 213, 57, 0, 52, 0, "CLIP" ], [ 214, 55, 0, 54, 0, "VAE" ], [ 215, 59, 0, 60, 0, "MODEL" ], [ 219, 63, 0, 62, 2, "VAE" ], [ 221, 65, 0, 9, 2, "VAE" ], [ 222, 66, 0, 35, 2, "VAE" ], [ 223, 67, 0, 38, 1, "VAE" ], [ 224, 68, 0, 25, 1, "VAE" ], [ 225, 69, 0, 22, 0, "VAE" ], [ 226, 70, 0, 5, 0, "CLIP" ], [ 227, 70, 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