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| "secondTabOffset": 80, |
| "secondTabWidth": 65 |
| }, |
| "widgets_values": [ |
| 1 |
| ] |
| }, |
| { |
| "id": 114, |
| "type": "RandomNoise", |
| "pos": [ |
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| "size": [ |
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| 82 |
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| "flags": {}, |
| "order": 38, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [ |
| { |
| "name": "NOISE", |
| "type": "NOISE", |
| "links": [ |
| 272 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "comfy-core", |
| "ver": "0.3.75", |
| "Node name for S&R": "RandomNoise", |
| "enableTabs": false, |
| "tabWidth": 65, |
| "tabXOffset": 10, |
| "hasSecondTab": false, |
| "secondTabText": "Send Back", |
| "secondTabOffset": 80, |
| "secondTabWidth": 65 |
| }, |
| "widgets_values": [ |
| 43, |
| "fixed" |
| ], |
| "color": "#006691", |
| "bgcolor": "rgba(24,24,27,.9)" |
| }, |
| { |
| "id": 253, |
| "type": "MarkdownNote", |
| "pos": [ |
| -2009.6434299603925, |
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| "size": [ |
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| 140 |
| ], |
| "flags": { |
| "collapsed": false |
| }, |
| "order": 39, |
| "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": 250, |
| "type": "MarkdownNote", |
| "pos": [ |
| -2009.6434299603925, |
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| "size": [ |
| 382.280702747692, |
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| "flags": { |
| "collapsed": false |
| }, |
| "order": 40, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [], |
| "title": "About Size", |
| "properties": {}, |
| "widgets_values": [ |
| "Width & height settings must be divisible by 32 + 1. \nFrame count must be divisible by 8 + 1. \n\n\nRunning with invalid parameters **will not cause errors**. Instead, the flow will silently choose the closest valid parameters. " |
| ], |
| "color": "#222", |
| "bgcolor": "#000" |
| }, |
| { |
| "id": 333, |
| "type": "MarkdownNote", |
| "pos": [ |
| -2009.6434299603925, |
| 3998.060323809549 |
| ], |
| "size": [ |
| 382.280702747692, |
| 88 |
| ], |
| "flags": { |
| "collapsed": false |
| }, |
| "order": 41, |
| "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 " |
| ], |
| "color": "#222", |
| "bgcolor": "#000" |
| }, |
| { |
| "id": 353, |
| "type": "MarkdownNote", |
| "pos": [ |
| -2009.6434299603925, |
| 4141.685471968206 |
| ], |
| "size": [ |
| 382.280702747692, |
| 107.3859507080042 |
| ], |
| "flags": { |
| "collapsed": false |
| }, |
| "order": 42, |
| "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": 326, |
| "type": "MarkdownNote", |
| "pos": [ |
| -2009.6434299603925, |
| 4302.590626338288 |
| ], |
| "size": [ |
| 382.280702747692, |
| 107.3859507080042 |
| ], |
| "flags": { |
| "collapsed": false |
| }, |
| "order": 43, |
| "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": 251, |
| "type": "MarkdownNote", |
| "pos": [ |
| -2009.6434299603925, |
| 3502.146622006774 |
| ], |
| "size": [ |
| 382.280702747692, |
| 89.8245395507779 |
| ], |
| "flags": { |
| "collapsed": false |
| }, |
| "order": 44, |
| "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" |
| ], |
| "color": "#222", |
| "bgcolor": "#000" |
| }, |
| { |
| "id": 289, |
| "type": "MarkdownNote", |
| "pos": [ |
| -2009.6434299603925, |
| 4778.44557958042 |
| ], |
| "size": [ |
| 382.280702747692, |
| 102.45137621179947 |
| ], |
| "flags": { |
| "collapsed": false |
| }, |
| "order": 45, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [], |
| "title": "Video settings", |
| "properties": {}, |
| "widgets_values": [ |
| "If low on Ram/Vram, try width height to 832 x 480 or 960 x 544. If you can, run at 1280 x 720 or higher.\n\n\nLength in seconds : try 5, 10 or 20. \n\nfps : 24 or 25 (or 48 or 50)" |
| ], |
| "color": "#222", |
| "bgcolor": "#000" |
| }, |
| { |
| "id": 396, |
| "type": "VAEDecode", |
| "pos": [ |
| 1466.6584402525402, |
| 3640.5797592561607 |
| ], |
| "size": [ |
| 250.38601298829053, |
| 79.86843580322557 |
| ], |
| "flags": { |
| "collapsed": true |
| }, |
| "order": 147, |
| "mode": 4, |
| "inputs": [ |
| { |
| "name": "samples", |
| "type": "LATENT", |
| "link": 696 |
| }, |
| { |
| "name": "vae", |
| "type": "VAE", |
| "link": 697 |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "IMAGE", |
| "type": "IMAGE", |
| "links": [] |
| } |
| ], |
| "properties": { |
| "cnr_id": "comfy-core", |
| "ver": "0.17.0", |
| "Node name for S&R": "VAEDecode" |
| }, |
| "widgets_values": [] |
| }, |
| { |
| "id": 121, |
| "type": "CLIPTextEncode", |
| "pos": [ |
| -544.0059490265992, |
| 4371.704110497956 |
| ], |
| "size": [ |
| 429.64913571999637, |
| 364.52450350970093 |
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| "flags": { |
| "collapsed": true |
| }, |
| "order": 123, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "clip", |
| "type": "CLIP", |
| "link": 440 |
| }, |
| { |
| "name": "text", |
| "type": "STRING", |
| "widget": { |
| "name": "text" |
| }, |
| "link": 637 |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "CONDITIONING", |
| "type": "CONDITIONING", |
| "links": [ |
| 286, |
| 727 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "comfy-core", |
| "ver": "0.3.56", |
| "Node name for S&R": "CLIPTextEncode", |
| "enableTabs": false, |
| "tabWidth": 65, |
| "tabXOffset": 10, |
| "hasSecondTab": false, |
| "secondTabText": "Send Back", |
| "secondTabOffset": 80, |
| "secondTabWidth": 65 |
| }, |
| "widgets_values": [ |
| "= Enhanced Prompt = \n" |
| ], |
| "color": "#346434", |
| "bgcolor": "rgba(24,24,27,.9)" |
| }, |
| { |
| "id": 110, |
| "type": "CLIPTextEncode", |
| "pos": [ |
| -533.8095740107653, |
| 4662.958423381353 |
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| "size": [ |
| 363.3519928245969, |
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| "flags": { |
| "collapsed": true |
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| "order": 78, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "clip", |
| "type": "CLIP", |
| "link": 441 |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "CONDITIONING", |
| "type": "CONDITIONING", |
| "links": [ |
| 287, |
| 728 |
| ] |
| } |
| ], |
| "title": "Negative Prompt", |
| "properties": { |
| "cnr_id": "comfy-core", |
| "ver": "0.3.56", |
| "Node name for S&R": "CLIPTextEncode", |
| "enableTabs": false, |
| "tabWidth": 65, |
| "tabXOffset": 10, |
| "hasSecondTab": false, |
| "secondTabText": "Send Back", |
| "secondTabOffset": 80, |
| "secondTabWidth": 65 |
| }, |
| "widgets_values": [ |
| "blurry, oversaturated, pixelated, low resolution, grainy, distorted, noise, compression artifacts, jpeg artifacts, glitches, watermark, text, logo, signature, copyright, subtitles, distorted sound, saturated sound, loud" |
| ], |
| "color": "#422342", |
| "bgcolor": "rgba(24,24,27,.9)" |
| }, |
| { |
| "id": 351, |
| "type": "easy showAnything", |
| "pos": [ |
| -618.8048145380815, |
| 3965.2339030876074 |
| ], |
| "size": [ |
| 392.6890622066445, |
| 173.7354955908063 |
| ], |
| "flags": { |
| "collapsed": false |
| }, |
| "order": 122, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "anything", |
| "shape": 7, |
| "type": "*", |
| "link": 631 |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "output", |
| "type": "*", |
| "links": null |
| } |
| ], |
| "title": "Enhanced Prompt", |
| "properties": { |
| "cnr_id": "comfyui-easy-use", |
| "ver": "b11c63487243d183a967261bdf019c5afcec2cf7", |
| "Node name for S&R": "easy showAnything" |
| }, |
| "widgets_values": [ |
| "Style: realistic - cinematic - A beautiful woman smiles towards the viewer, her lips gently curving as she speaks in a soft, British voice, \"Do you have the patience to wait for more steps to generate? Let's have a go with the dev model from LTX.\" The camera slowly pulls in towards the main subject, maintaining a steady focus on her face as she continues to speak. The scene is set to a bright indoors office landscape, with soft, natural light illuminating her features and the surrounding environment." |
| ], |
| "color": "#008181", |
| "bgcolor": "rgba(24,24,27,.9)" |
| }, |
| { |
| "id": 107, |
| "type": "LTXVConditioning", |
| "pos": [ |
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| ], |
| "size": [ |
| 270, |
| 86.66666666666667 |
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| "flags": { |
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| }, |
| "order": 132, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "positive", |
| "type": "CONDITIONING", |
| "link": 286 |
| }, |
| { |
| "name": "negative", |
| "type": "CONDITIONING", |
| "link": 287 |
| }, |
| { |
| "name": "frame_rate", |
| "type": "FLOAT", |
| "widget": { |
| "name": "frame_rate" |
| }, |
| "link": 600 |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "positive", |
| "type": "CONDITIONING", |
| "links": [ |
| 455 |
| ] |
| }, |
| { |
| "name": "negative", |
| "type": "CONDITIONING", |
| "links": [ |
| 456 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "comfy-core", |
| "ver": "0.3.56", |
| "Node name for S&R": "LTXVConditioning", |
| "enableTabs": false, |
| "tabWidth": 65, |
| "tabXOffset": 10, |
| "hasSecondTab": false, |
| "secondTabText": "Send Back", |
| "secondTabOffset": 80, |
| "secondTabWidth": 65 |
| }, |
| "widgets_values": [ |
| 24 |
| ] |
| }, |
| { |
| "id": 220, |
| "type": "GetNode", |
| "pos": [ |
| 1409.8652906925463, |
| 3683.3789359999982 |
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| "size": [ |
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| 60 |
| ], |
| "flags": { |
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| "order": 46, |
| "mode": 0, |
| "inputs": [], |
| "outputs": [ |
| { |
| "name": "VAE", |
| "type": "VAE", |
| "links": [ |
| 449, |
| 697, |
| 737, |
| 741 |
| ] |
| } |
| ], |
| "title": "Get_vae", |
| "properties": {}, |
| "widgets_values": [ |
| "vae" |
| ], |
| "color": "#af3535", |
| "bgcolor": "rgba(24,24,27,.9)" |
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| { |
| "id": 243, |
| "type": "GetNode", |
| "pos": [ |
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| "size": [ |
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| "flags": { |
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| "mode": 0, |
| "inputs": [], |
| "outputs": [ |
| { |
| "name": "INT", |
| "type": "INT", |
| "links": [ |
| 472 |
| ] |
| } |
| ], |
| "title": "Get_width", |
| "properties": {}, |
| "widgets_values": [ |
| "width" |
| ] |
| }, |
| { |
| "id": 211, |
| "type": "SetNode", |
| "pos": [ |
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| "size": [ |
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| "flags": { |
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| "order": 102, |
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| "inputs": [ |
| { |
| "name": "IMAGE", |
| "type": "IMAGE", |
| "link": 437 |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "*", |
| "type": "*", |
| "links": null |
| } |
| ], |
| "title": "Set_compress_image", |
| "properties": { |
| "previousName": "compress_image" |
| }, |
| "widgets_values": [ |
| "compress_image" |
| ], |
| "color": "#006691", |
| "bgcolor": "rgba(24,24,27,.9)" |
| }, |
| { |
| "id": 210, |
| "type": "GetNode", |
| "pos": [ |
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| "flags": { |
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| "order": 48, |
| "mode": 0, |
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| "outputs": [ |
| { |
| "name": "IMAGE", |
| "type": "IMAGE", |
| "links": [ |
| 436 |
| ] |
| } |
| ], |
| "title": "Get_ref_image", |
| "properties": {}, |
| "widgets_values": [ |
| "ref_image" |
| ], |
| "color": "#006691", |
| "bgcolor": "rgba(24,24,27,.9)" |
| }, |
| { |
| "id": 162, |
| "type": "LTXVPreprocess", |
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| "size": [ |
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| "order": 89, |
| "mode": 0, |
| "inputs": [ |
| { |
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| "type": "IMAGE", |
| "link": 436 |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "output_image", |
| "type": "IMAGE", |
| "links": [ |
| 353, |
| 437 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "comfy-core", |
| "ver": "0.3.60", |
| "Node name for S&R": "LTXVPreprocess" |
| }, |
| "widgets_values": [ |
| 18 |
| ] |
| }, |
| { |
| "id": 108, |
| "type": "EmptyLTXVLatentVideo", |
| "pos": [ |
| -128.69806013828398, |
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| ], |
| "size": [ |
| 270, |
| 146.66666666666669 |
| ], |
| "flags": {}, |
| "order": 73, |
| "mode": 0, |
| "inputs": [ |
| { |
| "name": "width", |
| "type": "INT", |
| "widget": { |
| "name": "width" |
| }, |
| "link": 464 |
| }, |
| { |
| "name": "height", |
| "type": "INT", |
| "widget": { |
| "name": "height" |
| }, |
| "link": 463 |
| }, |
| { |
| "name": "length", |
| "type": "INT", |
| "widget": { |
| "name": "length" |
| }, |
| "link": 424 |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "LATENT", |
| "type": "LATENT", |
| "links": [ |
| 361 |
| ] |
| } |
| ], |
| "properties": { |
| "cnr_id": "comfy-core", |
| "ver": "0.3.60", |
| "Node name for S&R": "EmptyLTXVLatentVideo", |
| "enableTabs": false, |
| "tabWidth": 65, |
| "tabXOffset": 10, |
| "hasSecondTab": false, |
| "secondTabText": "Send Back", |
| "secondTabOffset": 80, |
| "secondTabWidth": 65 |
| }, |
| "widgets_values": [ |
| 704, |
| 512, |
| 121, |
| 1 |
| ] |
| }, |
| { |
| "id": 246, |
| "type": "ResizeImagesByLongerEdge", |
| "pos": [ |
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| { |
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| "type": "IMAGE", |
| "link": 479 |
| } |
| ], |
| "outputs": [ |
| { |
| "name": "images", |
| "type": "IMAGE", |
| "links": [ |
| 481 |
| ] |
| } |
| ], |
| "properties": { |
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| "ver": "0.5.1", |
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| }, |
| { |
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| } |
| ], |
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| { |
| "name": "*", |
| "type": "*", |
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| } |
| ], |
| "title": "Set_ref_image", |
| "properties": { |
| "previousName": "ref_image" |
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| "widgets_values": [ |
| "ref_image" |
| ] |
| }, |
| { |
| "id": 416, |
| "type": "GetImageSizeAndCount", |
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| { |
| "name": "image", |
| "type": "IMAGE", |
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| 745 |
| ] |
| }, |
| { |
| "label": "960 width", |
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| }, |
| { |
| "label": "544 height", |
| "name": "height", |
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| ] |
| }, |
| { |
| "label": "1 count", |
| "name": "count", |
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| ], |
| "properties": { |
| "cnr_id": "comfyui-kjnodes", |
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| "Entirely optional. It will double the FPS for a more smooth video (24 => 48fps). \nBut sometimes 24fps might be preferable for cinematic feel.\n\nIts also quite slow, might be better to use other frame interpolation nodes if you want to. But included it so you can try out the LTX-2 temporal upscale as well\n" |
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| "Feel free to experiment. With steps, CFG guiders and samplers. \n\nSome suggested settings:\n\nSampler/Scheduler: Euler Ancestral (euler_a) with sgm_uniform or simple scheduler. (You can try other samplers like res_2s etc)\n\nSteps: 20-30 for base quality, or 8-15 steps if using the fast distilled LoRA (depending on the LoRA strength setting)\n\nCFG Scale: 1.0 - 3.0 (Low video CFG is good for LTX-2.3, high CFG often ruins movement).\n\n**Two-Pass Workflow:**\n\nPass 1: Generates a lower-res video using 0.25 distill LoRA and 15-20 steps or more.\n\nPass 2: Use 0.6 distill LoRA. Preset steps with sigma values \n" |
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