7653 lines
186 KiB
JSON
7653 lines
186 KiB
JSON
{
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"id": "9a4f7d20-6c18-4b53-8e91-2d70fa365c84",
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"revision": 0,
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"nodes": [
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"name": "STRING",
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"type": "STRING",
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"links": [
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13631
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]
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}
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],
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"title": "Prompt (negative)",
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"properties": {
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"Node name for S&R": "PrimitiveStringMultiline",
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"cnr_id": "comfy-core",
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"ver": "0.25.0"
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},
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"widgets_values": [
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""
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],
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"color": "#322",
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"bgcolor": "#533"
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},
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{
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"id": 5532,
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"type": "MarkdownNote",
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"order": 1,
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"mode": 0,
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"inputs": [],
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"outputs": [],
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"title": "Save video",
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"properties": {},
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"widgets_values": [
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"## Save video\n\nThis is your output preview \ud83c\udf89\ud83e\udd73"
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],
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"color": "#432",
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"bgcolor": "#653"
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},
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{
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"id": 5527,
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"type": "MarkdownNote",
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"pos": [
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"order": 2,
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"mode": 0,
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"inputs": [],
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"outputs": [],
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"title": "Inputs",
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"properties": {},
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"widgets_values": [
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"## Inputs\n\nEverything here is optional.\n\n### Prompt\n\nEnter a positive prompt. To rewrite it into a fuller description first, enable\n**enhance positive prompt** on the Input Parameters node below. The negative\nprompt is used as written and is never enhanced.\n\nSupplying an **LTX API key** encodes and enhances the prompt through the API\ninstead of locally, which saves memory. The workflow switches over on its own\nwhenever a key is present - there is nothing to un-bypass.\n\nSee the [prompting guide](https://docs.ltx.io/open-source-model/usage-guides/prompting-guide).\n\n### Image input\n\nCondition the video to open on a still by loading an image and enabling\n**use image input** on the Input Parameters node.\n\n### Frame rate and duration\n\nSet both below. The frame count has to be 1 + a multiple of 8, so the duration\nactually used is worked out from the fps and the duration you ask for, and may\ncome out slightly different.\n\n### Motion tracks\n\nDrag points on the **LTX Sparse Track Editor** to sketch how things should move.\nIt draws on the resized input image, and the number of points it samples follows\nthe frame count, so every frame gets a position.\n\nThe tracks are rendered into a guide video in **Preprocess** and fed to the\nmotion-track **IC-LoRA**; a preview of that guide is saved alongside the result."
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],
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"color": "#432",
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"bgcolor": "#653"
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},
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{
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"id": 5544,
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"type": "PreviewAny",
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"pos": [
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"size": [
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"flags": {},
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"order": 13,
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"mode": 0,
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"inputs": [
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{
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"name": "source",
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"type": "*",
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"link": 13778
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}
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],
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"outputs": [
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{
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"name": "STRING",
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"type": "STRING",
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"links": []
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}
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],
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"title": "Effective positive prompt (enhanced if enabled)",
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"properties": {
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"Node name for S&R": "PreviewAny"
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},
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"widgets_values": [],
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"color": "#232",
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"bgcolor": "#353"
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},
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{
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"id": 5526,
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"type": "MarkdownNote",
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"pos": [
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-4027.492001622839,
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2635
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],
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"size": [
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600,
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505
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],
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"flags": {
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"collapsed": false
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},
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"order": 3,
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|
"mode": 0,
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|
"inputs": [],
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"outputs": [],
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"title": "Model Links",
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|
"properties": {},
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"widgets_values": [
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"## Model Links\n\n**LTX-2.5 Model Weights**\n\nMake sure to click the \"Agree and Access\" button the first time you download.\n\n- [ Distilled model - ltx-2.5-22b-distilled-transformer-bf16.safetensors ](https://huggingface.co/Lightricks/LTX-2.5/blob/main/diffusion_models/ltx-2.5-22b-distilled-transformer-bf16.safetensors)\n\n- [ IC-LoRA Motion Track Control - ltx-2.3-22b-ic-lora-motion-track-control-ref0.5.safetensors ](https://huggingface.co/Lightricks/LTX-2.3-22b-IC-LoRA-Motion-Track-Control)\n\n- [ Audio VAE - ltx-2.5-audio-vae-bf16.safetensors ](https://huggingface.co/Lightricks/LTX-2.5/blob/main/vae/ltx-2.5-audio-vae-bf16.safetensors)\n\n- Video VAE - one of these:\n - [ Diffusion decoder ltx-2.5-video-vae-bf16.safetensors ](https://huggingface.co/Lightricks/LTX-2.5/blob/main/vae/ltx-2.5-video-vae-bf16.safetensors) - Best quality\n - [ Convolutional decoder - ltx-2.5-video-vae-conv-bf16.safetensors ](https://huggingface.co/Lightricks/LTX-2.5/blob/main/vae/ltx-2.5-video-vae-conv-bf16.safetensors) - Lower memory & faster\n\n\n**Text Encoder - finetuned for LTX-2.5**\n- [gemma4-12b-with-proj-ltx-2.5-bf16.safetensors](https://huggingface.co/Lightricks/LTX-2.5/blob/main/text_encoders/gemma4-12b-with-proj-ltx-2.5-bf16.safetensors)\n\n**Text Enhancer**\n- [Google Gemma 4 E2B IT](https://huggingface.co/Comfy-Org/gemma-4/blob/main/text_encoders/gemma4_e2b_it_bf16.safetensors)\n\n\n**Model Storage Location**\n\n```\n\ud83d\udcc2 ComfyUI/\n\u251c\u2500\u2500 \ud83d\udcc2 models/\n\u2502 \u251c\u2500\u2500 \ud83d\udcc2 text_encoders/\n\u2502 \u2502 \u251c\u2500\u2500 gemma4-12b-with-proj-ltx-2.5-bf16.safetensors\n\u2502 \u2502 \u2514\u2500\u2500 gemma4_e2b_it_bf16.safetensors\n\u2502 \u251c\u2500\u2500 \ud83d\udcc2 loras/\n\u2502 \u2502 \u2514\u2500\u2500 ltx-2.3-22b-ic-lora-motion-track-control-ref0.5.safetensors\n\u2502 \u251c\u2500\u2500 \ud83d\udcc2 diffusion_models/\n\u2502 \u2502 \u2514\u2500\u2500 ltx-2.5-22b-distilled-transformer-bf16.safetensors\n\u2502 \u251c\u2500\u2500 \ud83d\udcc2 vae/\n\u2502 \u2502 \u2514\u2500\u2500 ltx-2.5-audio-vae-bf16.safetensors\n\u2502 \u2502 \u2514\u2500\u2500 ltx-2.5-video-vae-conv-bf16.safetensors / ltx-2.5-video-vae-bf16.safetensors\n```\n\n## Report Issues\nTo report any issues when running this workflow, [go to GitHub](https://github.com/Lightricks/ComfyUI-LTXVideo/issues)\n"
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],
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"color": "#432",
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"bgcolor": "#653"
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},
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{
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"id": 5529,
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"type": "MarkdownNote",
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"pos": [
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-1381.2211820415482,
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3006
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],
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"size": [
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305.4220901853274,
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],
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"flags": {
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"collapsed": false
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},
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"order": 4,
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"mode": 0,
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"inputs": [],
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"outputs": [],
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"title": "Generate",
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|
"properties": {},
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"widgets_values": [
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"## Generate\n\n**Sampler - Distilled (8 steps)**\n\nRuns the distilled ltx-2.5 model with the motion-track IC-LoRA applied, in 8\nsteps. You can change the noise seed, the guider cfg (used for both video and\naudio) and the sampler. The guide frames are cropped out afterwards\n(`LTXVCropGuides`) so only the generated video is decoded."
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],
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"color": "#432",
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"bgcolor": "#653"
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},
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{
|
|
"id": 4852,
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"type": "SaveVideo",
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"pos": [
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-415.9963693316099,
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3230
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],
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"size": [
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523.0556530433919,
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106
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],
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"flags": {},
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"order": 19,
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"mode": 0,
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"inputs": [
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{
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|
"name": "video",
|
|
"type": "VIDEO",
|
|
"link": 13675
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}
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|
],
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|
"outputs": [
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|
{
|
|
"name": "video",
|
|
"type": "VIDEO",
|
|
"links": []
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|
}
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],
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"properties": {
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|
"cnr_id": "comfy-core",
|
|
"ver": "0.14.1"
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},
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"widgets_values": [
|
|
"output",
|
|
"auto",
|
|
"auto"
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|
]
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},
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{
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"id": 9003,
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"type": "MarkdownNote",
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"pos": [
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-1854,
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2936
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],
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"size": [
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300,
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204
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],
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"flags": {},
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"order": 5,
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|
"mode": 0,
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"inputs": [],
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|
"outputs": [],
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|
"title": "Preprocess",
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|
"properties": {},
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|
"widgets_values": [
|
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"## Preprocess\n\nDraws the sparse tracks into a guide video (`LTXVDrawTracks`) at the size of the\nresized input image, and injects it via the IC-LoRA (`LTXAddVideoICLoRAGuide`).\n\nIt also builds the empty audio-video latent at that same size and the requested\nframe count, and conditions on the input image as the opening frame.\n\nThe guide frames are cropped out during sampling (`LTXVCropGuides`) so only the\ngenerated video is decoded. `tracks_preview` is the drawn guide, saved next to\nthe output so you can check the motion before committing to a long run."
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],
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"color": "#432",
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"bgcolor": "#653"
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},
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{
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"id": 9006,
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"type": "SaveVideo",
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"pos": [
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-1854,
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3680
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],
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"size": [
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300,
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106
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],
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"flags": {},
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"order": 17,
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"mode": 0,
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"inputs": [
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{
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|
"name": "video",
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|
"type": "VIDEO",
|
|
"link": 13792
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|
}
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|
],
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|
"outputs": [
|
|
{
|
|
"name": "video",
|
|
"type": "VIDEO",
|
|
"links": []
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|
}
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|
],
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|
"title": "Save tracks preview",
|
|
"properties": {
|
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"Node name for S&R": "SaveVideo"
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|
},
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|
"widgets_values": [
|
|
"tracks",
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|
"auto",
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|
"auto"
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]
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},
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{
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"id": 9007,
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"type": "PrimitiveFloat",
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"pos": [
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4090.5494932038087
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343.59614112612917,
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58
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"flags": {},
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"order": 6,
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"mode": 0,
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"inputs": [],
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"outputs": [
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{
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"name": "FLOAT",
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"type": "FLOAT",
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"links": [
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13793
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]
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}
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],
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"title": "fps (frames per second)",
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"properties": {
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"Node name for S&R": "PrimitiveFloat"
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},
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"widgets_values": [
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24
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],
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"color": "#2a363b",
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"bgcolor": "#3f5159"
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{
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"id": 9008,
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"type": "PrimitiveFloat",
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"pos": [
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"flags": {},
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"order": 7,
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"mode": 0,
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"inputs": [],
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"outputs": [
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{
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"name": "FLOAT",
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"type": "FLOAT",
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"links": [
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13794
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]
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}
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],
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"title": "duration in seconds (determines frames #)",
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"properties": {
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"Node name for S&R": "PrimitiveFloat"
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},
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"widgets_values": [
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5
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],
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"color": "#2a363b",
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"bgcolor": "#3f5159"
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},
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{
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"id": 5516,
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"type": "f9337bd7-ca7a-4a59-99f1-65b664bed7e7",
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"pos": [
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305.4220901853274,
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261.0261211902389
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],
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"flags": {},
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"order": 16,
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"mode": 0,
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"inputs": [
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{
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"name": "model",
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"type": "MODEL",
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"link": 13653
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},
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{
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"name": "positive",
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"type": "CONDITIONING",
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"link": 13773
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},
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{
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|
"name": "negative",
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"type": "CONDITIONING",
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"link": 13774
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},
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{
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|
"name": "latent_image",
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|
"type": "LATENT",
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|
"link": 13775
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},
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|
{
|
|
"label": "noise seed",
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|
"name": "noise_seed",
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|
"type": "INT",
|
|
"widget": {
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|
"name": "noise_seed"
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},
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|
"link": null
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|
},
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|
{
|
|
"label": "guider cfg",
|
|
"name": "cfg",
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|
"type": "FLOAT",
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|
"widget": {
|
|
"name": "cfg"
|
|
},
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|
"link": null
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}
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|
],
|
|
"outputs": [
|
|
{
|
|
"label": "video_latent",
|
|
"name": "video_latent",
|
|
"type": "LATENT",
|
|
"links": [
|
|
13785
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|
]
|
|
},
|
|
{
|
|
"label": "audio_latent",
|
|
"name": "audio_latent",
|
|
"type": "LATENT",
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|
"links": [
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|
13783
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|
]
|
|
}
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|
],
|
|
"properties": {
|
|
"cnr_id": "comfy-core",
|
|
"ver": "0.25.0",
|
|
"previewExposures": []
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|
},
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|
"widgets_values": [
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42,
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|
1,
|
|
"euler_ancestral"
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|
]
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},
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{
|
|
"id": 5508,
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"type": "PrimitiveStringMultiline",
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"pos": [
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-3238.491355928488,
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3230
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],
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"size": [
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343.59614112612917,
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197.1146191439493
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|
],
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|
"flags": {},
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|
"order": 8,
|
|
"mode": 0,
|
|
"inputs": [],
|
|
"outputs": [
|
|
{
|
|
"name": "STRING",
|
|
"type": "STRING",
|
|
"links": [
|
|
13630
|
|
]
|
|
}
|
|
],
|
|
"title": "Prompt (positive)",
|
|
"properties": {
|
|
"Node name for S&R": "PrimitiveStringMultiline",
|
|
"cnr_id": "comfy-core",
|
|
"ver": "0.25.0"
|
|
},
|
|
"widgets_values": [
|
|
""
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|
],
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|
"color": "#232",
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"bgcolor": "#353"
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},
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{
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|
"id": 2004,
|
|
"type": "LoadImage",
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"pos": [
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-3238.491355928488,
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3688.5494932038087
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],
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"size": [
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343.59614112612917,
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326
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],
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"flags": {},
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"order": 9,
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|
"mode": 0,
|
|
"inputs": [],
|
|
"outputs": [
|
|
{
|
|
"name": "IMAGE",
|
|
"type": "IMAGE",
|
|
"links": [
|
|
13468
|
|
]
|
|
},
|
|
{
|
|
"name": "MASK",
|
|
"type": "MASK",
|
|
"links": []
|
|
}
|
|
],
|
|
"properties": {
|
|
"Node name for S&R": "LoadImage",
|
|
"cnr_id": "comfy-core",
|
|
"ver": "0.3.56"
|
|
},
|
|
"widgets_values": [
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"example.png",
|
|
"image"
|
|
],
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"color": "#232",
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"bgcolor": "#353"
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},
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{
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"id": 9002,
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"type": "a86c2f15-90d4-4e73-b1c8-3f57ea9d621e",
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"pos": [
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3230
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