Image-to-Video
LTX.io
GGUF
ltx-2
comfyui
comfy
ltx-video
ltx-2-3
ltx-2.5
ltxv
text-to-video
audio-to-video
video-to-video
Instructions to use RuneXX/LTX-2.3-2.5-Workflows with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LTX.io
How to use RuneXX/LTX-2.3-2.5-Workflows with LTX.io:
# Install the LTX-2 pipelines git clone https://github.com/Lightricks/LTX-2.git cd LTX-2 uv sync --frozen
# Download the weights from this repo, plus the Gemma text encoder hf download RuneXX/LTX-2.3-2.5-Workflows --local-dir models/LTX-2.3-2.5-Workflows hf download google/gemma-3-12b-it-qat-q4_0-unquantized --local-dir models/gemma-3-12b
# Fast pipeline (distilled model, no distilled LoRA needed) uv run python -m ltx_pipelines.distilled \ --distilled-checkpoint-path models/LTX-2.3-2.5-Workflows/<distilled-checkpoint>.safetensors \ --spatial-upsampler-path models/LTX-2.3-2.5-Workflows/<spatial-upsampler>.safetensors \ --gemma-root models/gemma-3-12b \ --prompt "A beautiful sunset over the ocean" \ --output-path output.mp4 # For image-to-video, add: --image path/to/image.jpg 0 0.8# HQ pipeline (two-stage, higher quality) uv run python -m ltx_pipelines.ti2vid_two_stages_hq \ --checkpoint-path models/LTX-2.3-2.5-Workflows/<checkpoint>.safetensors \ --distilled-lora models/LTX-2.3-2.5-Workflows/<distilled-lora>.safetensors 0.8 \ --spatial-upsampler-path models/LTX-2.3-2.5-Workflows/<spatial-upsampler>.safetensors \ --gemma-root models/gemma-3-12b \ --prompt "A beautiful sunset over the ocean" \ --output-path output.mp4 # For image-to-video, add: --image path/to/image.jpg 0 0.8 - Notebooks
- Google Colab
- Kaggle
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| "title": "Get_width", | |
| "properties": {}, | |
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| "title": "Get_fps", | |
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| { | |
| "name": "mask", | |
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| "properties": { | |
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| "outputs": [ | |
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| "title": "Set_firstframe", | |
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| { | |
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| "properties": { | |
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| "title": "Set_middleframe", | |
| "properties": { | |
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| "inputs": [], | |
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| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
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| } | |
| ], | |
| "title": "Get_middleframe", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "middleframe" | |
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| "color": "#006691", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
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| "inputs": [ | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
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| ], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 146 | |
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| } | |
| ], | |
| "properties": { | |
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| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [ | |
| "lanczos", | |
| 0.5 | |
| ] | |
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| "type": "GetNode", | |
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| "inputs": [], | |
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| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 147 | |
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| } | |
| ], | |
| "title": "Get_lastframe", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "lastframe" | |
| ], | |
| "color": "#006691", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
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| { | |
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| "inputs": [ | |
| { | |
| "name": "image", | |
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| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
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| "links": [ | |
| 148 | |
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| } | |
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| "properties": { | |
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| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
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| "lanczos", | |
| 0.5 | |
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| { | |
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| { | |
| "name": "VAE", | |
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| ] | |
| } | |
| ], | |
| "title": "Get_vae_audio", | |
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| { | |
| "name": "INT", | |
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| "links": [ | |
| 190, | |
| 191 | |
| ] | |
| } | |
| ], | |
| "title": "Get_frames", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "frames" | |
| ], | |
| "color": "#1b4669", | |
| "bgcolor": "#29699c" | |
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| { | |
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| "type": "ImageConcatMulti", | |
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| { | |
| "name": "image_1", | |
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| "link": 139 | |
| }, | |
| { | |
| "name": "image_2", | |
| "shape": 7, | |
| "type": "IMAGE", | |
| "link": 150 | |
| } | |
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| "outputs": [ | |
| { | |
| "name": "images", | |
| "type": "IMAGE", | |
| "links": [ | |
| 141 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
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| "widget_ue_connectable": {}, | |
| "version": "7.1", | |
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| "widgets_values": [ | |
| 2, | |
| "right", | |
| true, | |
| null | |
| ] | |
| }, | |
| { | |
| "id": 74, | |
| "type": "ImageConcatMulti", | |
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| { | |
| "name": "image_1", | |
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| { | |
| "name": "image_2", | |
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| "type": "IMAGE", | |
| "link": 146 | |
| }, | |
| { | |
| "name": "image_3", | |
| "shape": 7, | |
| "type": "IMAGE", | |
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| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "images", | |
| "type": "IMAGE", | |
| "links": [ | |
| 139 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "3e3a1a8aac61dc4515f6a7da74e026f05a80299f", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
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| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
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| "down", | |
| true, | |
| null | |
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| { | |
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| "name": "FLOAT", | |
| "type": "FLOAT", | |
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| 201 | |
| ] | |
| } | |
| ], | |
| "title": "Get_fps", | |
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| "fps" | |
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| "bgcolor": "rgba(24,24,27,.9)" | |
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| "mode": 0, | |
| "inputs": [], | |
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| { | |
| "name": "INT", | |
| "type": "INT", | |
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| } | |
| ], | |
| "title": "Get_height", | |
| "properties": {}, | |
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| "height" | |
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| "color": "#1b4669", | |
| "bgcolor": "#29699c" | |
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| { | |
| "name": "INT", | |
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| "title": "Get_width", | |
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| "widgets_values": [ | |
| "width" | |
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| "color": "#1b4669", | |
| "bgcolor": "#29699c" | |
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| { | |
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| "pos": [ | |
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| 3678.465297550644 | |
| ], | |
| "size": [ | |
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| 60 | |
| ], | |
| "flags": {}, | |
| "order": 112, | |
| "mode": 0, | |
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| { | |
| "name": "image", | |
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| ], | |
| "outputs": [ | |
| { | |
| "name": "output_image", | |
| "type": "IMAGE", | |
| "links": [ | |
| 338 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
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| "ver": "0.7.0", | |
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| "enableTabs": false, | |
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| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [ | |
| 33 | |
| ] | |
| }, | |
| { | |
| "id": 114, | |
| "type": "GetNode", | |
| "pos": [ | |
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| 3464.4727812911383 | |
| ], | |
| "size": [ | |
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| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 11, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 212 | |
| ] | |
| } | |
| ], | |
| "title": "Get_firstframe", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "firstframe" | |
| ], | |
| "color": "#006691", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 115, | |
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| "pos": [ | |
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| 3583.5184897329736 | |
| ], | |
| "size": [ | |
| 210, | |
| 58 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 12, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 213 | |
| ] | |
| } | |
| ], | |
| "title": "Get_middleframe", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "middleframe" | |
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| "color": "#006691", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
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| { | |
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| "pos": [ | |
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| 3705.007053186106 | |
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| 210, | |
| 58 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 13, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 214 | |
| ] | |
| } | |
| ], | |
| "title": "Get_lastframe", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "lastframe" | |
| ], | |
| "color": "#006691", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
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| { | |
| "id": 31, | |
| "type": "LTXVPreprocess", | |
| "pos": [ | |
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| "size": [ | |
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| 60.856762865399105 | |
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| "flags": {}, | |
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| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "image", | |
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| "link": 43 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "output_image", | |
| "type": "IMAGE", | |
| "links": [ | |
| 340 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.7.0", | |
| "Node name for S&R": "LTXVPreprocess", | |
| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [ | |
| 33 | |
| ] | |
| }, | |
| { | |
| "id": 28, | |
| "type": "GetImageSize", | |
| "pos": [ | |
| 1257.4389486259988, | |
| 3300.931157319309 | |
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| "size": [ | |
| 209.09594590011125, | |
| 124 | |
| ], | |
| "flags": { | |
| "collapsed": false | |
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| "order": 129, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
| "link": 42 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "width", | |
| "type": "INT", | |
| "links": [ | |
| 210 | |
| ] | |
| }, | |
| { | |
| "name": "height", | |
| "type": "INT", | |
| "links": [ | |
| 211 | |
| ] | |
| }, | |
| { | |
| "name": "batch_size", | |
| "type": "INT", | |
| "links": null | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.7.0", | |
| "Node name for S&R": "GetImageSize", | |
| "enableTabs": false, | |
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| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [] | |
| }, | |
| { | |
| "id": 152, | |
| "type": "SetNode", | |
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| 3486.016944604291 | |
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| "size": [ | |
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| 60 | |
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| "flags": { | |
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| { | |
| "name": "IMAGE", | |
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| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
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| } | |
| ], | |
| "title": "Set_ref_image", | |
| "properties": { | |
| "previousName": "ref_image" | |
| }, | |
| "widgets_values": [ | |
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| ], | |
| "color": "#006691", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 87, | |
| "type": "ImageScaleBy", | |
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| "size": [ | |
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| 82 | |
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| "flags": { | |
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| "order": 85, | |
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| { | |
| "name": "image", | |
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| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 150 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.5.1", | |
| "Node name for S&R": "ImageScaleBy", | |
| "enableTabs": false, | |
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| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [ | |
| "lanczos", | |
| 0.5 | |
| ] | |
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| { | |
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| "type": "GetNode", | |
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| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
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| 231 | |
| ] | |
| } | |
| ], | |
| "title": "Get_final_video", | |
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| "widgets_values": [ | |
| "final_video" | |
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| "color": "#006691", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
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| { | |
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| "type": "GetNode", | |
| "pos": [ | |
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| 3470.6724116137652 | |
| ], | |
| "size": [ | |
| 210, | |
| 60 | |
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| "flags": { | |
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| "order": 15, | |
| "mode": 4, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "links": [ | |
| 202 | |
| ] | |
| } | |
| ], | |
| "title": "Get_fps", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "fps" | |
| ], | |
| "color": "#346434", | |
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| }, | |
| { | |
| "id": 156, | |
| "type": "GetNode", | |
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| "size": [ | |
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| 60 | |
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| "flags": { | |
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| }, | |
| "order": 16, | |
| "mode": 4, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "AUDIO", | |
| "type": "AUDIO", | |
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| 232 | |
| ] | |
| } | |
| ], | |
| "title": "Get_final_audio", | |
| "properties": {}, | |
| "widgets_values": [ | |
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| ] | |
| }, | |
| { | |
| "id": 83, | |
| "type": "VHS_VideoCombine", | |
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| "size": [ | |
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| { | |
| "name": "images", | |
| "type": "IMAGE", | |
| "link": 141 | |
| }, | |
| { | |
| "name": "audio", | |
| "shape": 7, | |
| "type": "AUDIO", | |
| "link": 232 | |
| }, | |
| { | |
| "name": "meta_batch", | |
| "shape": 7, | |
| "type": "VHS_BatchManager", | |
| "link": null | |
| }, | |
| { | |
| "name": "vae", | |
| "shape": 7, | |
| "type": "VAE", | |
| "link": null | |
| }, | |
| { | |
| "name": "frame_rate", | |
| "type": "FLOAT", | |
| "widget": { | |
| "name": "frame_rate" | |
| }, | |
| "link": 202 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "Filenames", | |
| "type": "VHS_FILENAMES", | |
| "links": null | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-videohelpersuite", | |
| "ver": "993082e4f2473bf4acaf06f51e33877a7eb38960", | |
| "Node name for S&R": "VHS_VideoCombine" | |
| }, | |
| "widgets_values": { | |
| "frame_rate": 25, | |
| "loop_count": 0, | |
| "filename_prefix": "LTX2/LTX2IV", | |
| "format": "video/h264-mp4", | |
| "pix_fmt": "yuv420p", | |
| "crf": 19, | |
| "save_metadata": true, | |
| "trim_to_audio": false, | |
| "pingpong": false, | |
| "save_output": false, | |
| "videopreview": { | |
| "hidden": false, | |
| "paused": false, | |
| "params": { | |
| "filename": "LTX2IV_00007-audio.mp4", | |
| "subfolder": "LTX2", | |
| "type": "temp", | |
| "format": "video/h264-mp4", | |
| "frame_rate": 24, | |
| "workflow": "LTX2IV_00007.png", | |
| "fullpath": "C:\\Users\\runeg\\AppData\\Local\\Temp\\latentsync_c1253cec\\LTX2\\LTX2IV_00007-audio.mp4" | |
| } | |
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| } | |
| }, | |
| { | |
| "id": 161, | |
| "type": "SetNode", | |
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| "size": [ | |
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| 34 | |
| ], | |
| "flags": { | |
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| }, | |
| "order": 106, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "link": 238 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_height", | |
| "properties": { | |
| "previousName": "" | |
| }, | |
| "widgets_values": [ | |
| "height" | |
| ], | |
| "color": "#1b4669", | |
| "bgcolor": "#29699c" | |
| }, | |
| { | |
| "id": 162, | |
| "type": "SetNode", | |
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| "size": [ | |
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| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
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| } | |
| ], | |
| "title": "Set_width", | |
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| "previousName": "" | |
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| "width" | |
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| "outputs": [ | |
| { | |
| "name": "*", | |
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| ], | |
| "title": "Set_fps", | |
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| "color": "#346434", | |
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| 240, | |
| 243 | |
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| "title": "FPS", | |
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| "outputs": [ | |
| { | |
| "name": "*", | |
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| "title": "Set_frames", | |
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| "color": "#1b4669", | |
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| { | |
| "id": 168, | |
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| "order": 97, | |
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| { | |
| "label": "a", | |
| "name": "variables.a", | |
| "shape": 7, | |
| "type": "INT,FLOAT,BOOLEAN", | |
| "link": null | |
| }, | |
| { | |
| "label": "b", | |
| "name": "variables.b", | |
| "shape": 7, | |
| "type": "INT,FLOAT,BOOLEAN", | |
| "link": null | |
| }, | |
| { | |
| "name": "a", | |
| "shape": 7, | |
| "type": "*", | |
| "link": 242 | |
| }, | |
| { | |
| "name": "b", | |
| "shape": 7, | |
| "type": "*", | |
| "link": 243 | |
| } | |
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| "outputs": [ | |
| { | |
| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "links": [] | |
| }, | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": [ | |
| 241 | |
| ] | |
| }, | |
| { | |
| "name": "BOOLEAN", | |
| "type": "BOOLEAN", | |
| "links": null | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "17cddd4959f00182c66954be2a7a32a6481d81be", | |
| "Node name for S&R": "SimpleCalculatorKJ" | |
| }, | |
| "widgets_values": [ | |
| "1+ 8*(round(a*b)/8)" | |
| ], | |
| "color": "#006691", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 170, | |
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| "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. \nfps : 24 or 25 (or 48 or 50 if your pc can run it)" | |
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| "color": "#222", | |
| "bgcolor": "#000" | |
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| "name": "LATENT_UPSCALE_MODEL", | |
| "type": "LATENT_UPSCALE_MODEL", | |
| "link": 244 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_upscale_model", | |
| "properties": { | |
| "previousName": "" | |
| }, | |
| "widgets_values": [ | |
| "upscale_model" | |
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| "order": 87, | |
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| "name": "VAE", | |
| "type": "VAE", | |
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| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
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| "previousName": "" | |
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| "color": "#af3535", | |
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| "order": 89, | |
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| { | |
| "name": "*", | |
| "type": "*", | |
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| } | |
| ], | |
| "title": "Set_vae", | |
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| "previousName": "" | |
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| "vae" | |
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| "inputs": [], | |
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| "title": "Prompting LTX-2", | |
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| "## 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" | |
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| "color": "#222", | |
| "bgcolor": "#000" | |
| }, | |
| { | |
| "id": 175, | |
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| "outputs": [ | |
| { | |
| "name": "VAE", | |
| "type": "VAE", | |
| "links": [ | |
| 245 | |
| ] | |
| } | |
| ], | |
| "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)", | |
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| "ndPowerEnabled": false | |
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| "id": 176, | |
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| "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", | |
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| "type": "VAE", | |
| "link": 247 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_vae_tiny", | |
| "properties": { | |
| "previousName": "" | |
| }, | |
| "widgets_values": [ | |
| "vae_tiny" | |
| ] | |
| }, | |
| { | |
| "id": 179, | |
| "type": "MarkdownNote", | |
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| "size": [ | |
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| ], | |
| "flags": { | |
| "collapsed": false | |
| }, | |
| "order": 22, | |
| "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": 180, | |
| "type": "VAELoader", | |
| "pos": [ | |
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| "size": [ | |
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| 58 | |
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| "flags": {}, | |
| "order": 23, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "VAE", | |
| "type": "VAE", | |
| "links": [ | |
| 247 | |
| ] | |
| } | |
| ], | |
| "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": 181, | |
| "type": "VAELoader", | |
| "pos": [ | |
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| "flags": {}, | |
| "order": 24, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "VAE", | |
| "type": "VAE", | |
| "links": [ | |
| 246 | |
| ] | |
| } | |
| ], | |
| "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)", | |
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| "ndPowerEnabled": false | |
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| { | |
| "id": 184, | |
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| "pos": [ | |
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| "flags": { | |
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| "order": 25, | |
| "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": 188, | |
| "type": "SetNode", | |
| "pos": [ | |
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| 34 | |
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| "order": 104, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "CLIP", | |
| "type": "CLIP", | |
| "link": 252 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_clip", | |
| "properties": { | |
| "previousName": "" | |
| }, | |
| "widgets_values": [ | |
| "clip" | |
| ], | |
| "color": "#c09430", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
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| "id": 124, | |
| "type": "GetNode", | |
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| 60 | |
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| "flags": { | |
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| "order": 26, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "CLIP", | |
| "type": "CLIP", | |
| "links": [ | |
| 186, | |
| 187 | |
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| } | |
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| "title": "Get_clip", | |
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| "name": "MODEL", | |
| "type": "MODEL", | |
| "links": [] | |
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| "properties": { | |
| "cnr_id": "ComfyUI-GGUF", | |
| "ver": "6ea2651e7df66d7585f6ffee804b20e92fb38b8a", | |
| "Node name for S&R": "UnetLoaderGGUF" | |
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| "widgets_values": [ | |
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| "color": "#1f1f48", | |
| "bgcolor": "rgba(24,24,27,.9)", | |
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| "ndPowerEnabled": false | |
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| { | |
| "id": 189, | |
| "type": "DualCLIPLoaderGGUF", | |
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| "outputs": [ | |
| { | |
| "name": "CLIP", | |
| "type": "CLIP", | |
| "links": [] | |
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| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-GGUF", | |
| "ver": "6ea2651e7df66d7585f6ffee804b20e92fb38b8a", | |
| "Node name for S&R": "DualCLIPLoaderGGUF" | |
| }, | |
| "widgets_values": [ | |
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| { | |
| "id": 185, | |
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| "type": "MODEL", | |
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| "outputs": [ | |
| { | |
| "name": "model", | |
| "type": "MODEL", | |
| "links": [ | |
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| } | |
| ], | |
| "title": "LTXV Chunk FeedForward (for low VRAM)", | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "ff79c7332d7ea4aa85097a88fb09359f28cb487e", | |
| "Node name for S&R": "LTXVChunkFeedForward" | |
| }, | |
| "widgets_values": [ | |
| 2, | |
| 4096 | |
| ] | |
| }, | |
| { | |
| "id": 13, | |
| "type": "SamplerCustomAdvanced", | |
| "pos": [ | |
| 2321.1584757911182, | |
| 3349.6180800347283 | |
| ], | |
| "size": [ | |
| 241.980061511233, | |
| 249.82890094659467 | |
| ], | |
| "flags": {}, | |
| "order": 146, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "noise", | |
| "type": "NOISE", | |
| "link": 16 | |
| }, | |
| { | |
| "name": "guider", | |
| "type": "GUIDER", | |
| "link": 17 | |
| }, | |
| { | |
| "name": "sampler", | |
| "type": "SAMPLER", | |
| "link": 18 | |
| }, | |
| { | |
| "name": "sigmas", | |
| "type": "SIGMAS", | |
| "link": 344 | |
| }, | |
| { | |
| "name": "latent_image", | |
| "type": "LATENT", | |
| "link": 20 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "output", | |
| "type": "LATENT", | |
| "links": [ | |
| 24 | |
| ] | |
| }, | |
| { | |
| "name": "denoised_output", | |
| "type": "LATENT", | |
| "links": null | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.3.60", | |
| "Node name for S&R": "SamplerCustomAdvanced", | |
| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [] | |
| }, | |
| { | |
| "id": 130, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1301.9425261192673, | |
| 3612.7702137868614 | |
| ], | |
| "size": [ | |
| 210, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 29, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": [ | |
| 194 | |
| ] | |
| } | |
| ], | |
| "title": "Get_frames", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "frames" | |
| ], | |
| "color": "#1b4669", | |
| "bgcolor": "#29699c" | |
| }, | |
| { | |
| "id": 62, | |
| "type": "SimpleCalculatorKJ", | |
| "pos": [ | |
| 1277.5296382240867, | |
| 3592.9984114278705 | |
| ], | |
| "size": [ | |
| 400, | |
| 200 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 92, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "label": "a", | |
| "name": "variables.a", | |
| "shape": 7, | |
| "type": "INT,FLOAT,BOOLEAN", | |
| "link": null | |
| }, | |
| { | |
| "label": "b", | |
| "name": "variables.b", | |
| "shape": 7, | |
| "type": "INT,FLOAT,BOOLEAN", | |
| "link": null | |
| }, | |
| { | |
| "name": "a", | |
| "shape": 7, | |
| "type": "*", | |
| "link": 194 | |
| }, | |
| { | |
| "name": "b", | |
| "shape": 7, | |
| "type": "*", | |
| "link": null | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "links": null | |
| }, | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": [ | |
| 306 | |
| ] | |
| }, | |
| { | |
| "name": "BOOLEAN", | |
| "type": "BOOLEAN", | |
| "links": null | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "93a4fba44c1635a716dc262f157a7ded7d716f3a", | |
| "Node name for S&R": "SimpleCalculatorKJ" | |
| }, | |
| "widgets_values": [ | |
| "ceil(a/2)" | |
| ] | |
| }, | |
| { | |
| "id": 93, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1588.4930654207842, | |
| 4265.296355128014 | |
| ], | |
| "size": [ | |
| 273.7224392361113, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 30, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "links": [ | |
| 165 | |
| ] | |
| } | |
| ], | |
| "title": "Get_fps", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "fps" | |
| ], | |
| "color": "#346434", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 196, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1986.5851205802599, | |
| 4327.793247891786 | |
| ], | |
| "size": [ | |
| 271.305509971064, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 31, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "CONDITIONING", | |
| "type": "CONDITIONING", | |
| "links": [ | |
| 256, | |
| 257 | |
| ] | |
| } | |
| ], | |
| "title": "Get_negative", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "negative" | |
| ] | |
| }, | |
| { | |
| "id": 200, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1990.5690376538473, | |
| 3530.7370981380946 | |
| ], | |
| "size": [ | |
| 271.305509971064, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 32, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "MODEL", | |
| "type": "MODEL", | |
| "links": [ | |
| 265 | |
| ] | |
| } | |
| ], | |
| "title": "Get_model_nag", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "model_nag" | |
| ] | |
| }, | |
| { | |
| "id": 197, | |
| "type": "LTX2_NAG", | |
| "pos": [ | |
| 1986.5851205802599, | |
| 4212.895087579177 | |
| ], | |
| "size": [ | |
| 271.305509971064, | |
| 170 | |
| ], | |
| "flags": {}, | |
| "order": 114, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "model", | |
| "type": "MODEL", | |
| "link": 263 | |
| }, | |
| { | |
| "name": "nag_cond_video", | |
| "shape": 7, | |
| "type": "CONDITIONING", | |
| "link": 256 | |
| }, | |
| { | |
| "name": "nag_cond_audio", | |
| "shape": 7, | |
| "type": "CONDITIONING", | |
| "link": 257 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "model", | |
| "type": "MODEL", | |
| "links": [ | |
| 264 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "ff79c7332d7ea4aa85097a88fb09359f28cb487e", | |
| "Node name for S&R": "LTX2_NAG" | |
| }, | |
| "widgets_values": [ | |
| 11, | |
| 0.25, | |
| 2.5, | |
| true | |
| ] | |
| }, | |
| { | |
| "id": 204, | |
| "type": "GetNode", | |
| "pos": [ | |
| 3809.1127136059304, | |
| 3309.799467951804 | |
| ], | |
| "size": [ | |
| 210, | |
| 58 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 33, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "AUDIO", | |
| "type": "AUDIO", | |
| "links": [ | |
| 270 | |
| ] | |
| } | |
| ], | |
| "title": "Get_final_audio", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "final_audio" | |
| ] | |
| }, | |
| { | |
| "id": 203, | |
| "type": "GetNode", | |
| "pos": [ | |
| 3782.446037502854, | |
| 3352.694225653336 | |
| ], | |
| "size": [ | |
| 210, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 34, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 271 | |
| ] | |
| } | |
| ], | |
| "title": "Get_final_video", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "final_video" | |
| ] | |
| }, | |
| { | |
| "id": 192, | |
| "type": "SetNode", | |
| "pos": [ | |
| 321.68670061092456, | |
| 3342.0288236259153 | |
| ], | |
| "size": [ | |
| 210, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 128, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "MODEL", | |
| "type": "MODEL", | |
| "link": 253 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_model", | |
| "properties": { | |
| "previousName": "model" | |
| }, | |
| "widgets_values": [ | |
| "model" | |
| ] | |
| }, | |
| { | |
| "id": 208, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1990.5690376538473, | |
| 3532.3341648377354 | |
| ], | |
| "size": [ | |
| 271.305509971064, | |
| 58 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 35, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "CONDITIONING", | |
| "type": "CONDITIONING", | |
| "links": [ | |
| 275 | |
| ] | |
| } | |
| ], | |
| "title": "Get_positive", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "positive" | |
| ] | |
| }, | |
| { | |
| "id": 207, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1990.5690376538473, | |
| 3541.902205472774 | |
| ], | |
| "size": [ | |
| 271.305509971064, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 36, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "CONDITIONING", | |
| "type": "CONDITIONING", | |
| "links": [ | |
| 274 | |
| ] | |
| } | |
| ], | |
| "title": "Get_negative", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "negative" | |
| ] | |
| }, | |
| { | |
| "id": 11, | |
| "type": "CLIPTextEncode", | |
| "pos": [ | |
| 995.4461761989621, | |
| 4306.733178064212 | |
| ], | |
| "size": [ | |
| 464.13301915968486, | |
| 115.72153346994855 | |
| ], | |
| "flags": {}, | |
| "order": 91, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "clip", | |
| "type": "CLIP", | |
| "link": 187 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "CONDITIONING", | |
| "type": "CONDITIONING", | |
| "links": [ | |
| 319 | |
| ] | |
| } | |
| ], | |
| "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, out of focus, overexposed, underexposed, low contrast, washed out colors, excessive noise, grainy texture, poor lighting, flickering, motion blur, distorted proportions, unnatural skin tones, deformed facial features, asymmetrical face, missing facial features, extra limbs, disfigured hands, wrong hand count, artifacts around text, unreadable text on shirt or hat, incorrect lettering on cap (“PNTR”), incorrect t-shirt slogan (“JUST DO IT”), missing microphone, misplaced microphone, inconsistent perspective, camera shake, incorrect depth of field, background too sharp, background clutter, distracting reflections, harsh shadows, inconsistent lighting direction, color banding, cartoonish rendering, 3D CGI look, unrealistic materials, uncanny valley effect, incorrect ethnicity, wrong gender, exaggerated expressions, smiling, laughing, exaggerated sadness, wrong gaze direction, eyes looking at camera, mismatched lip sync, silent or muted audio, distorted voice, robotic voice, echo, background noise, off-sync audio, missing sniff sounds, incorrect dialogue, added dialogue, repetitive speech, jittery movement, awkward pauses, incorrect timing, unnatural transitions, inconsistent framing, tilted camera, missing door or shelves, missing shallow depth of field, flat lighting, inconsistent tone, cinematic oversaturation, stylized filters, or AI artifacts." | |
| ], | |
| "color": "#422342", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 49, | |
| "type": "ResizeImagesByLongerEdge", | |
| "pos": [ | |
| 984.524287581596, | |
| 3680.548014053046 | |
| ], | |
| "size": [ | |
| 243.6109375, | |
| 59.37982516235343 | |
| ], | |
| "flags": { | |
| "collapsed": false | |
| }, | |
| "order": 84, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "images", | |
| "type": "IMAGE", | |
| "link": 214 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "images", | |
| "type": "IMAGE", | |
| "links": [ | |
| 73 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.5.1", | |
| "Node name for S&R": "ResizeImagesByLongerEdge", | |
| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [ | |
| 1536 | |
| ] | |
| }, | |
| { | |
| "id": 58, | |
| "type": "ResizeImagesByLongerEdge", | |
| "pos": [ | |
| 988.0196347949429, | |
| 3571.8957736909065 | |
| ], | |
| "size": [ | |
| 243.6109375, | |
| 58 | |
| ], | |
| "flags": { | |
| "collapsed": false | |
| }, | |
| "order": 83, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "images", | |
| "type": "IMAGE", | |
| "link": 213 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "images", | |
| "type": "IMAGE", | |
| "links": [ | |
| 107 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.5.1", | |
| "Node name for S&R": "ResizeImagesByLongerEdge", | |
| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [ | |
| 1536 | |
| ] | |
| }, | |
| { | |
| "id": 42, | |
| "type": "ResizeImagesByLongerEdge", | |
| "pos": [ | |
| 982.5410037751712, | |
| 3457.602153278576 | |
| ], | |
| "size": [ | |
| 243.6109375, | |
| 59.37982516235388 | |
| ], | |
| "flags": { | |
| "collapsed": false | |
| }, | |
| "order": 82, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "images", | |
| "type": "IMAGE", | |
| "link": 212 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "images", | |
| "type": "IMAGE", | |
| "links": [ | |
| 43, | |
| 228 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.5.1", | |
| "Node name for S&R": "ResizeImagesByLongerEdge", | |
| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [ | |
| 1536 | |
| ] | |
| }, | |
| { | |
| "id": 126, | |
| "type": "SetNode", | |
| "pos": [ | |
| 1588.4930654207842, | |
| 4268.857778167248 | |
| ], | |
| "size": [ | |
| 273.7224392361113, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 144, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "CONDITIONING", | |
| "type": "CONDITIONING", | |
| "link": 286 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_negative", | |
| "properties": { | |
| "previousName": "negative" | |
| }, | |
| "widgets_values": [ | |
| "negative" | |
| ], | |
| "color": "#38291f", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 125, | |
| "type": "SetNode", | |
| "pos": [ | |
| 1588.4930654207842, | |
| 4254.3152364437765 | |
| ], | |
| "size": [ | |
| 273.7224392361113, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 143, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "CONDITIONING", | |
| "type": "CONDITIONING", | |
| "link": 285 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_positive", | |
| "properties": { | |
| "previousName": "positive" | |
| }, | |
| "widgets_values": [ | |
| "positive" | |
| ], | |
| "color": "#38291f", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 36, | |
| "type": "CFGGuider", | |
| "pos": [ | |
| 1990.5690376538473, | |
| 3478.2475252361132 | |
| ], | |
| "size": [ | |
| 271.305509971064, | |
| 106.66666666666667 | |
| ], | |
| "flags": {}, | |
| "order": 94, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "model", | |
| "type": "MODEL", | |
| "link": 265 | |
| }, | |
| { | |
| "name": "positive", | |
| "type": "CONDITIONING", | |
| "link": 275 | |
| }, | |
| { | |
| "name": "negative", | |
| "type": "CONDITIONING", | |
| "link": 274 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "GUIDER", | |
| "type": "GUIDER", | |
| "links": [ | |
| 17 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.3.64", | |
| "Node name for S&R": "CFGGuider", | |
| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [ | |
| 1 | |
| ] | |
| }, | |
| { | |
| "id": 199, | |
| "type": "SetNode", | |
| "pos": [ | |
| 1990.5690376538473, | |
| 3972.2211025806987 | |
| ], | |
| "size": [ | |
| 271.305509971064, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 125, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "MODEL", | |
| "type": "MODEL", | |
| "link": 264 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_model_nag", | |
| "properties": { | |
| "previousName": "model_nag" | |
| }, | |
| "widgets_values": [ | |
| "model_nag" | |
| ] | |
| }, | |
| { | |
| "id": 122, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1990.5690376538473, | |
| 3975.0007396321485 | |
| ], | |
| "size": [ | |
| 271.305509971064, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 37, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "MODEL", | |
| "type": "MODEL", | |
| "links": [ | |
| 260 | |
| ] | |
| } | |
| ], | |
| "title": "Get_model", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "model" | |
| ], | |
| "color": "#1f1f48", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 193, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1990.5690376538473, | |
| 3981.507777960578 | |
| ], | |
| "size": [ | |
| 271.305509971064, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 38, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "VAE", | |
| "type": "VAE", | |
| "links": [ | |
| 259 | |
| ] | |
| } | |
| ], | |
| "title": "Get_vae_tiny", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "vae_tiny" | |
| ] | |
| }, | |
| { | |
| "id": 1, | |
| "type": "KSamplerSelect", | |
| "pos": [ | |
| 1990.5690376538473, | |
| 3643.5241459883123 | |
| ], | |
| "size": [ | |
| 271.305509971064, | |
| 68.88020833333334 | |
| ], | |
| "flags": {}, | |
| "order": 39, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "SAMPLER", | |
| "type": "SAMPLER", | |
| "links": [ | |
| 18 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.3.56", | |
| "Node name for S&R": "KSamplerSelect", | |
| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [ | |
| "euler_ancestral_cfg_pp" | |
| ] | |
| }, | |
| { | |
| "id": 182, | |
| "type": "LatentUpscaleModelLoader", | |
| "pos": [ | |
| 188.1888811826033, | |
| 3751.193614955843 | |
| ], | |
| "size": [ | |
| 364.0273046899474, | |
| 73.19414812714422 | |
| ], | |
| "flags": {}, | |
| "order": 40, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "LATENT_UPSCALE_MODEL", | |
| "type": "LATENT_UPSCALE_MODEL", | |
| "links": [ | |
| 244 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.7.0", | |
| "Node name for S&R": "LatentUpscaleModelLoader", | |
| "models": [ | |
| { | |
| "name": "ltx-2-spatial-upscaler-x2-1.0.safetensors", | |
| "url": "https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-spatial-upscaler-x2-1.0.safetensors", | |
| "directory": "latent_upscale_models" | |
| } | |
| ], | |
| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [ | |
| "ltx-2.3-spatial-upscaler-x1.5-1.0.safetensors" | |
| ], | |
| "color": "#1f1f48", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 26, | |
| "type": "ImageScaleBy", | |
| "pos": [ | |
| 986.3447076762244, | |
| 3307.376494539605 | |
| ], | |
| "size": [ | |
| 241.67726064796898, | |
| 82 | |
| ], | |
| "flags": {}, | |
| "order": 119, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
| "link": 66 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 42 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.5.1", | |
| "Node name for S&R": "ImageScaleBy", | |
| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [ | |
| "lanczos", | |
| 0.67 | |
| ] | |
| }, | |
| { | |
| "id": 216, | |
| "type": "SetNode", | |
| "pos": [ | |
| 1270.1866932857192, | |
| 3605.880163153752 | |
| ], | |
| "size": [ | |
| 210, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 113, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "link": 306 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_framecount_middle", | |
| "properties": { | |
| "previousName": "framecount_middle" | |
| }, | |
| "widgets_values": [ | |
| "framecount_middle" | |
| ] | |
| }, | |
| { | |
| "id": 59, | |
| "type": "LTXVPreprocess", | |
| "pos": [ | |
| 1252.805356401831, | |
| 3571.356982284499 | |
| ], | |
| "size": [ | |
| 220, | |
| 60 | |
| ], | |
| "flags": {}, | |
| "order": 111, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
| "link": 107 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "output_image", | |
| "type": "IMAGE", | |
| "links": [ | |
| 339 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.7.0", | |
| "Node name for S&R": "LTXVPreprocess", | |
| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [ | |
| 33 | |
| ] | |
| }, | |
| { | |
| "id": 133, | |
| "type": "GetNode", | |
| "pos": [ | |
| 2659.5340630863952, | |
| 3630.507355772636 | |
| ], | |
| "size": [ | |
| 270, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 41, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "LATENT_UPSCALE_MODEL", | |
| "type": "LATENT_UPSCALE_MODEL", | |
| "links": [ | |
| 199 | |
| ] | |
| } | |
| ], | |
| "title": "Get_upscale_model", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "upscale_model" | |
| ] | |
| }, | |
| { | |
| "id": 120, | |
| "type": "GetNode", | |
| "pos": [ | |
| 2659.5340630863952, | |
| 3628.824424622873 | |
| ], | |
| "size": [ | |
| 270, | |
| 58 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 42, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "VAE", | |
| "type": "VAE", | |
| "links": [ | |
| 182 | |
| ] | |
| } | |
| ], | |
| "title": "Get_vae", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "vae" | |
| ], | |
| "color": "#af3535", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 25, | |
| "type": "LTXVLatentUpsampler", | |
| "pos": [ | |
| 2659.5340630863952, | |
| 3566.8390737600157 | |
| ], | |
| "size": [ | |
| 270, | |
| 98 | |
| ], | |
| "flags": {}, | |
| "order": 150, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "samples", | |
| "type": "LATENT", | |
| "link": 335 | |
| }, | |
| { | |
| "name": "upscale_model", | |
| "type": "LATENT_UPSCALE_MODEL", | |
| "link": 199 | |
| }, | |
| { | |
| "name": "vae", | |
| "type": "VAE", | |
| "link": 182 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "LATENT", | |
| "type": "LATENT", | |
| "links": [ | |
| 315 | |
| ] | |
| } | |
| ], | |
| "title": "spatial", | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.7.0", | |
| "Node name for S&R": "LTXVLatentUpsampler", | |
| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [] | |
| }, | |
| { | |
| "id": 183, | |
| "type": "MarkdownNote", | |
| "pos": [ | |
| -308.42720967558324, | |
| 3376.59215043259 | |
| ], | |
| "size": [ | |
| 382.280702747692, | |
| 140 | |
| ], | |
| "flags": { | |
| "collapsed": false | |
| }, | |
| "order": 43, | |
| "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. \n\nBy default, we are using 720p resolution. You can try 1920*1088 if you have a powerful GPU." | |
| ], | |
| "color": "#222", | |
| "bgcolor": "#000" | |
| }, | |
| { | |
| "id": 132, | |
| "type": "GetNode", | |
| "pos": [ | |
| 2659.5340630863952, | |
| 3788.738236839089 | |
| ], | |
| "size": [ | |
| 270, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 44, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 314 | |
| ] | |
| } | |
| ], | |
| "title": "Get_ref_image", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "ref_image" | |
| ], | |
| "color": "#006691", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 121, | |
| "type": "GetNode", | |
| "pos": [ | |
| 2659.5340630863952, | |
| 3719.2162161992114 | |
| ], | |
| "size": [ | |
| 270, | |
| 58 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 45, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "VAE", | |
| "type": "VAE", | |
| "links": [ | |
| 313 | |
| ] | |
| } | |
| ], | |
| "title": "Get_vae", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "vae" | |
| ], | |
| "color": "#af3535", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 220, | |
| "type": "LTXVImgToVideoInplace", | |
| "pos": [ | |
| 2659.5340630863952, | |
| 3710.670991728051 | |
| ], | |
| "size": [ | |
| 270, | |
| 122 | |
| ], | |
| "flags": {}, | |
| "order": 151, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "vae", | |
| "type": "VAE", | |
| "link": 313 | |
| }, | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
| "link": 314 | |
| }, | |
| { | |
| "name": "latent", | |
| "type": "LATENT", | |
| "link": 315 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "latent", | |
| "type": "LATENT", | |
| "links": [ | |
| 316 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.16.3", | |
| "Node name for S&R": "LTXVImgToVideoInplace" | |
| }, | |
| "widgets_values": [ | |
| 1, | |
| false | |
| ] | |
| }, | |
| { | |
| "id": 34, | |
| "type": "LTXVConcatAVLatent", | |
| "pos": [ | |
| 2659.5340630863952, | |
| 3882.5645309304387 | |
| ], | |
| "size": [ | |
| 270, | |
| 71.11401815185218 | |
| ], | |
| "flags": {}, | |
| "order": 152, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "video_latent", | |
| "type": "LATENT", | |
| "link": 316 | |
| }, | |
| { | |
| "name": "audio_latent", | |
| "type": "LATENT", | |
| "link": 51 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "latent", | |
| "type": "LATENT", | |
| "links": [ | |
| 32 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.5.1", | |
| "Node name for S&R": "LTXVConcatAVLatent", | |
| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [] | |
| }, | |
| { | |
| "id": 169, | |
| "type": "INTConstant", | |
| "pos": [ | |
| 638.6488474686196, | |
| 4560.76893316159 | |
| ], | |
| "size": [ | |
| 210, | |
| 58 | |
| ], | |
| "flags": {}, | |
| "order": 46, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "value", | |
| "type": "INT", | |
| "links": [ | |
| 242 | |
| ] | |
| } | |
| ], | |
| "title": "LENGTH (in seconds)", | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "c6ce76d00bb8177d1b0286cad891df08eff5226e", | |
| "Node name for S&R": "INTConstant" | |
| }, | |
| "widgets_values": [ | |
| 10 | |
| ], | |
| "color": "#006691", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 228, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1588.4930654207842, | |
| 3764.589457220191 | |
| ], | |
| "size": [ | |
| 273.7224392361113, | |
| 58 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 47, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "VAE", | |
| "type": "VAE", | |
| "links": [ | |
| 337 | |
| ] | |
| } | |
| ], | |
| "title": "Get_vae", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "vae" | |
| ] | |
| }, | |
| { | |
| "id": 225, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1588.4930654207842, | |
| 3844.6469480040746 | |
| ], | |
| "size": [ | |
| 273.7224392361113, | |
| 58 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 48, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": [ | |
| 329 | |
| ] | |
| } | |
| ], | |
| "title": "Get_framecount_middle", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "framecount_middle" | |
| ] | |
| }, | |
| { | |
| "id": 205, | |
| "type": "GetNode", | |
| "pos": [ | |
| 2659.5340630863952, | |
| 3484.4027606263808 | |
| ], | |
| "size": [ | |
| 270, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 49, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "CONDITIONING", | |
| "type": "CONDITIONING", | |
| "links": [ | |
| 330 | |
| ] | |
| } | |
| ], | |
| "title": "Get_positive", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "positive" | |
| ] | |
| }, | |
| { | |
| "id": 201, | |
| "type": "GetNode", | |
| "pos": [ | |
| 2967.904594329974, | |
| 3525.6190606038026 | |
| ], | |
| "size": [ | |
| 274.0120536645418, | |
| 58 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 50, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "MODEL", | |
| "type": "MODEL", | |
| "links": [ | |
| 266 | |
| ] | |
| } | |
| ], | |
| "title": "Get_model_nag", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "model_nag" | |
| ] | |
| }, | |
| { | |
| "id": 206, | |
| "type": "GetNode", | |
| "pos": [ | |
| 2659.5340630863952, | |
| 3492.5343867271326 | |
| ], | |
| "size": [ | |
| 270, | |
| 58 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 51, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "CONDITIONING", | |
| "type": "CONDITIONING", | |
| "links": [ | |
| 331 | |
| ] | |
| } | |
| ], | |
| "title": "Get_negative", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "negative" | |
| ] | |
| }, | |
| { | |
| "id": 4, | |
| "type": "KSamplerSelect", | |
| "pos": [ | |
| 2967.904594329974, | |
| 3653.4633381570543 | |
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| { | |
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| 348 | |
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| { | |
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| 354 | |
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| { | |
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