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-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-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-Workflows --local-dir models/LTX-2.3-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-Workflows/<distilled-checkpoint>.safetensors \ --spatial-upsampler-path models/LTX-2.3-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-Workflows/<checkpoint>.safetensors \ --distilled-lora models/LTX-2.3-Workflows/<distilled-lora>.safetensors 0.8 \ --spatial-upsampler-path models/LTX-2.3-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
| { | |
| "id": "5a88206c-3624-4253-8767-58b961267f49", | |
| "revision": 0, | |
| "last_node_id": 3297, | |
| "last_link_id": 2092, | |
| "nodes": [ | |
| { | |
| "id": 424, | |
| "type": "GetNode", | |
| "pos": [ | |
| 3153.564587043831, | |
| 3976.527226451581 | |
| ], | |
| "size": [ | |
| 210, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 0, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "VAE", | |
| "type": "VAE", | |
| "links": [ | |
| 1220 | |
| ] | |
| } | |
| ], | |
| "title": "Get_vae", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "vae" | |
| ] | |
| }, | |
| { | |
| "id": 429, | |
| "type": "GetNode", | |
| "pos": [ | |
| 3153.564587043831, | |
| 4016.0954797299923 | |
| ], | |
| "size": [ | |
| 210, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 1, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "VAE", | |
| "type": "VAE", | |
| "links": [ | |
| 1221 | |
| ] | |
| } | |
| ], | |
| "title": "Get_vae_audio", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "vae_audio" | |
| ] | |
| }, | |
| { | |
| "id": 823, | |
| "type": "GetNode", | |
| "pos": [ | |
| 3153.564587043831, | |
| 4055.6442853266576 | |
| ], | |
| "size": [ | |
| 210, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 2, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "CLIP", | |
| "type": "CLIP", | |
| "links": [ | |
| 1222 | |
| ] | |
| } | |
| ], | |
| "title": "Get_clip", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "clip" | |
| ] | |
| }, | |
| { | |
| "id": 447, | |
| "type": "GetNode", | |
| "pos": [ | |
| 3153.564587043831, | |
| 4101.535863925909 | |
| ], | |
| "size": [ | |
| 210, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 3, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "LATENT_UPSCALE_MODEL", | |
| "type": "LATENT_UPSCALE_MODEL", | |
| "links": [ | |
| 1223 | |
| ] | |
| } | |
| ], | |
| "title": "Get_upscale_model", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "upscale_model" | |
| ] | |
| }, | |
| { | |
| "id": 824, | |
| "type": "GetNode", | |
| "pos": [ | |
| 3153.564587043831, | |
| 4229.061174742572 | |
| ], | |
| "size": [ | |
| 210, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 4, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "CONDITIONING", | |
| "type": "CONDITIONING", | |
| "links": [] | |
| } | |
| ], | |
| "title": "Get_negative", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "negative" | |
| ] | |
| }, | |
| { | |
| "id": 428, | |
| "type": "GetNode", | |
| "pos": [ | |
| 3153.564587043831, | |
| 4279.083087350252 | |
| ], | |
| "size": [ | |
| 210, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 5, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "links": [ | |
| 1228 | |
| ] | |
| } | |
| ], | |
| "title": "Get_fps", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "fps" | |
| ] | |
| }, | |
| { | |
| "id": 452, | |
| "type": "GetNode", | |
| "pos": [ | |
| 3153.564587043831, | |
| 4379.538496230179 | |
| ], | |
| "size": [ | |
| 210, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 6, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 1230 | |
| ] | |
| } | |
| ], | |
| "title": "Get_compress_image", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "compress_image" | |
| ] | |
| }, | |
| { | |
| "id": 626, | |
| "type": "GetNode", | |
| "pos": [ | |
| 3153.564587043831, | |
| 4329.482638577999 | |
| ], | |
| "size": [ | |
| 210, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 7, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": [ | |
| 1229 | |
| ] | |
| } | |
| ], | |
| "title": "Get_frames", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "frames" | |
| ] | |
| }, | |
| { | |
| "id": 889, | |
| "type": "GetNode", | |
| "pos": [ | |
| 3153.564587043831, | |
| 4326.979545140309 | |
| ], | |
| "size": [ | |
| 210, | |
| 34 | |
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| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 8, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": [ | |
| 1306 | |
| ] | |
| } | |
| ], | |
| "title": "Get_motion_frames", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "motion_frames" | |
| ] | |
| }, | |
| { | |
| "id": 1700, | |
| "type": "GetNode", | |
| "pos": [ | |
| 26.122837336504126, | |
| 4128.657125506563 | |
| ], | |
| "size": [ | |
| 313.25546875, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 9, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "VAE", | |
| "type": "VAE", | |
| "links": [ | |
| 1666 | |
| ] | |
| } | |
| ], | |
| "title": "Get_vae", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "vae" | |
| ], | |
| "color": "#af3535", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 1701, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1785.7492973180879, | |
| 3819.5288612230283 | |
| ], | |
| "size": [ | |
| 210, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 10, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "VAE", | |
| "type": "VAE", | |
| "links": [ | |
| 1643 | |
| ] | |
| } | |
| ], | |
| "title": "Get_vae", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "vae" | |
| ], | |
| "color": "#af3535", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 1702, | |
| "type": "SetNode", | |
| "pos": [ | |
| 26.122837336504126, | |
| 4313.772536153107 | |
| ], | |
| "size": [ | |
| 313.25546875, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 160, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "LATENT", | |
| "type": "LATENT", | |
| "link": 1640 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_latent", | |
| "properties": { | |
| "previousName": "" | |
| }, | |
| "widgets_values": [ | |
| "latent" | |
| ], | |
| "color": "#422342", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 1703, | |
| "type": "GetNode", | |
| "pos": [ | |
| 26.122837336504126, | |
| 3812.223188644967 | |
| ], | |
| "size": [ | |
| 313.25546875, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 11, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": [ | |
| 1691 | |
| ] | |
| } | |
| ], | |
| "title": "Get_height_downsized", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "height_downsized" | |
| ], | |
| "color": "#1b4669", | |
| "bgcolor": "#29699c" | |
| }, | |
| { | |
| "id": 1704, | |
| "type": "GetNode", | |
| "pos": [ | |
| 26.122837336504126, | |
| 3748.0285127699485 | |
| ], | |
| "size": [ | |
| 313.25546875, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 12, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": [ | |
| 1690 | |
| ] | |
| } | |
| ], | |
| "title": "Get_width_downsized", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "width_downsized" | |
| ], | |
| "color": "#1b4669", | |
| "bgcolor": "#29699c" | |
| }, | |
| { | |
| "id": 1705, | |
| "type": "GetNode", | |
| "pos": [ | |
| 26.122837336504126, | |
| 3723.641119861697 | |
| ], | |
| "size": [ | |
| 313.25546875, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 13, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": [ | |
| 1671, | |
| 1692 | |
| ] | |
| } | |
| ], | |
| "title": "Get_frames", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "frames" | |
| ], | |
| "color": "#1b4669", | |
| "bgcolor": "#29699c" | |
| }, | |
| { | |
| "id": 1706, | |
| "type": "SetNode", | |
| "pos": [ | |
| 26.122837336504126, | |
| 3596.731206301135 | |
| ], | |
| "size": [ | |
| 313.25546875, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 132, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "link": 1641 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_compress_image", | |
| "properties": { | |
| "previousName": "" | |
| }, | |
| "widgets_values": [ | |
| "compress_image" | |
| ], | |
| "color": "#006691", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 1708, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1100.035563359328, | |
| 3884.5131211637445 | |
| ], | |
| "size": [ | |
| 274.0104166666667, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 14, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "VAE", | |
| "type": "VAE", | |
| "links": [ | |
| 1648, | |
| 1654 | |
| ] | |
| } | |
| ], | |
| "title": "Get_vae", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "vae" | |
| ], | |
| "color": "#af3535", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 1709, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1100.035563359328, | |
| 4020.6369927408828 | |
| ], | |
| "size": [ | |
| 274.0104166666667, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 15, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "LATENT_UPSCALE_MODEL", | |
| "type": "LATENT_UPSCALE_MODEL", | |
| "links": [ | |
| 1653 | |
| ] | |
| } | |
| ], | |
| "title": "Get_upscale_model", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "upscale_model" | |
| ] | |
| }, | |
| { | |
| "id": 1712, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1100.035563359328, | |
| 4322.890342987141 | |
| ], | |
| "size": [ | |
| 274.0104166666667, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 16, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "CONDITIONING", | |
| "type": "CONDITIONING", | |
| "links": [ | |
| 1678 | |
| ] | |
| } | |
| ], | |
| "title": "Get_negative", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "negative" | |
| ], | |
| "color": "#38291f", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 1713, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1100.035563359328, | |
| 4325.424199121409 | |
| ], | |
| "size": [ | |
| 274.0104166666667, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 17, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "CONDITIONING", | |
| "type": "CONDITIONING", | |
| "links": [ | |
| 1677 | |
| ] | |
| } | |
| ], | |
| "title": "Get_positive", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "positive" | |
| ], | |
| "color": "#38291f", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 1714, | |
| "type": "GetNode", | |
| "pos": [ | |
| 2381.755327873345, | |
| 3566.6464205488614 | |
| ], | |
| "size": [ | |
| 210, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 18, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "links": [ | |
| 1722 | |
| ] | |
| } | |
| ], | |
| "title": "Get_fps", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "fps" | |
| ] | |
| }, | |
| { | |
| "id": 1715, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1100.035563359328, | |
| 4023.840556315607 | |
| ], | |
| "size": [ | |
| 274.0104166666667, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 19, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "BOOLEAN", | |
| "type": "BOOLEAN", | |
| "links": [ | |
| 1651 | |
| ] | |
| } | |
| ], | |
| "title": "Get_t2v_mode", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "t2v_mode" | |
| ] | |
| }, | |
| { | |
| "id": 1716, | |
| "type": "GetNode", | |
| "pos": [ | |
| 26.122837336504126, | |
| 4129.028399430786 | |
| ], | |
| "size": [ | |
| 313.25546875, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 20, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "BOOLEAN", | |
| "type": "BOOLEAN", | |
| "links": [ | |
| 1669 | |
| ] | |
| } | |
| ], | |
| "title": "Get_t2v_mode", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "t2v_mode" | |
| ] | |
| }, | |
| { | |
| "id": 1717, | |
| "type": "SimpleCalculatorKJ", | |
| "pos": [ | |
| 26.122837336504126, | |
| 4001.712913307286 | |
| ], | |
| "size": [ | |
| 313.25546875, | |
| 74 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 104, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "label": "a", | |
| "name": "variables.a", | |
| "shape": 7, | |
| "type": "INT,FLOAT,BOOLEAN", | |
| "link": 1646 | |
| }, | |
| { | |
| "label": "b", | |
| "name": "variables.b", | |
| "shape": 7, | |
| "type": "INT,FLOAT,BOOLEAN", | |
| "link": null | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "links": null | |
| }, | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": [ | |
| 1672 | |
| ] | |
| }, | |
| { | |
| "name": "BOOLEAN", | |
| "type": "BOOLEAN", | |
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| { | |
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| { | |
| "name": "batch_size", | |
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| "title": "Get_height", | |
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| "title": "Set_upscale_model", | |
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| "title": "Set_vae", | |
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| "title": "Get_model", | |
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| { | |
| "name": "MODEL", | |
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| 1676 | |
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| } | |
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| "title": "Get_model", | |
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| { | |
| "id": 1756, | |
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| { | |
| "name": "video_latent", | |
| "type": "LATENT", | |
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| }, | |
| { | |
| "name": "audio_latent", | |
| "type": "LATENT", | |
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| "outputs": [ | |
| { | |
| "name": "latent", | |
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| "links": [ | |
| 1640 | |
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| "properties": { | |
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| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
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| { | |
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| "name": "IMAGE", | |
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| "title": "Get_ref_image", | |
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| 34 | |
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| { | |
| "name": "MODEL", | |
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| "links": [ | |
| 1705 | |
| ] | |
| } | |
| ], | |
| "title": "Get_model", | |
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| { | |
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| { | |
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| 1684 | |
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| ], | |
| "title": "Get_negative", | |
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| { | |
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| { | |
| "name": "FLOAT", | |
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| 1689 | |
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| } | |
| ], | |
| "title": "Get_fps", | |
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| { | |
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| "color": "#422342", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
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| { | |
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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", | |
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| { | |
| "id": 2106, | |
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| "outputs": [], | |
| "title": "User Made Loras", | |
| "properties": {}, | |
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| "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" | |
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| "outputs": [], | |
| "title": "Sampler Preview", | |
| "properties": {}, | |
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| "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" | |
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| "color": "#222", | |
| "bgcolor": "#000" | |
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| "type": "MarkdownNote", | |
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| "order": 60, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [], | |
| "title": "Prompt Enhancer (Optional)", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "This automagically enhances your prompt using the already loaded Gemma model. But it can be a bit sensitive to having correct Gemma if using GGUF models. Alternatively you can bypass/disable this feature " | |
| ], | |
| "color": "#222", | |
| "bgcolor": "#000" | |
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| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_height", | |
| "properties": { | |
| "previousName": "" | |
| }, | |
| "widgets_values": [ | |
| "height" | |
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| "color": "#1b4669", | |
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| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_width", | |
| "properties": { | |
| "previousName": "" | |
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| "width" | |
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| "outputs": [ | |
| { | |
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| "type": "*", | |
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| } | |
| ], | |
| "title": "Set_fps", | |
| "properties": { | |
| "previousName": "" | |
| }, | |
| "widgets_values": [ | |
| "fps" | |
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| "color": "#346434", | |
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| { | |
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| "type": "*", | |
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| "title": "Set_frames", | |
| "properties": { | |
| "previousName": "" | |
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| "frames" | |
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| "color": "#1b4669", | |
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| "type": "BOOLEAN", | |
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| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
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| "title": "Set_t2v_mode", | |
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| "link": null | |
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| { | |
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| { | |
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| "shape": 7, | |
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| "type": "FLOAT", | |
| "links": [] | |
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| { | |
| "name": "INT", | |
| "type": "INT", | |
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| { | |
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| "Node name for S&R": "SimpleCalculatorKJ" | |
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| ], | |
| "color": "#006691", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 2118, | |
| "type": "Fast Groups Bypasser (rgthree)", | |
| "pos": [ | |
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| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "OPT_CONNECTION", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "ENABLE PROMPT ENHANCER", | |
| "properties": { | |
| "matchColors": "", | |
| "matchTitle": "Prompt Enhancer *", | |
| "showNav": true, | |
| "showAllGraphs": true, | |
| "sort": "position", | |
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| "toggleRestriction": "default" | |
| }, | |
| "color": "#008181", | |
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| "type": "SetNode", | |
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| "order": 117, | |
| "mode": 0, | |
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| } | |
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| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_seconds", | |
| "properties": { | |
| "previousName": "" | |
| }, | |
| "widgets_values": [ | |
| "seconds" | |
| ] | |
| }, | |
| { | |
| "id": 2120, | |
| "type": "INTConstant", | |
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| "flags": {}, | |
| "order": 62, | |
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| "outputs": [ | |
| { | |
| "name": "value", | |
| "type": "INT", | |
| "links": [ | |
| 1808, | |
| 1810 | |
| ] | |
| } | |
| ], | |
| "title": "LENGTH (in seconds)", | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "c6ce76d00bb8177d1b0286cad891df08eff5226e", | |
| "Node name for S&R": "INTConstant" | |
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| "color": "#006691", | |
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| { | |
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| "type": "INT", | |
| "link": 1811 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_motion_frames", | |
| "properties": { | |
| "previousName": "" | |
| }, | |
| "widgets_values": [ | |
| "motion_frames" | |
| ], | |
| "color": "#346434", | |
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| { | |
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| } | |
| ], | |
| "title": "Set_loop_count", | |
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| "previousName": "" | |
| }, | |
| "widgets_values": [ | |
| "loop_count" | |
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| "color": "#346434", | |
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| "type": "FLOAT", | |
| "links": [ | |
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| } | |
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| "title": "FPS", | |
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| "title": "Set_audio_original", | |
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| "title": "Set_audio_vocals", | |
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| } | |
| ], | |
| "title": "HEIGHT", | |
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| "ver": "8ff50e4521881eca1fe26aec9615fc9362474931", | |
| "Show Strengths": "Single Strength" | |
| }, | |
| "widgets_values": [ | |
| {}, | |
| { | |
| "type": "PowerLoraLoaderHeaderWidget" | |
| }, | |
| { | |
| "on": true, | |
| "lora": "LTX\\LTX-2\\ltx-2-19b-lora-camera-control-static.safetensors", | |
| "strength": 1, | |
| "strengthTwo": null | |
| }, | |
| {}, | |
| "" | |
| ] | |
| }, | |
| { | |
| "id": 2140, | |
| "type": "INTConstant", | |
| "pos": [ | |
| 72.12742079176977, | |
| 5092.880469703089 | |
| ], | |
| "size": [ | |
| 210, | |
| 66.66666666666667 | |
| ], | |
| "flags": { | |
| "collapsed": false | |
| }, | |
| "order": 87, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "value", | |
| "type": "INT", | |
| "links": [ | |
| 1811 | |
| ] | |
| } | |
| ], | |
| "title": "MOTION FRAMES", | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "c6ce76d00bb8177d1b0286cad891df08eff5226e", | |
| "Node name for S&R": "INTConstant" | |
| }, | |
| "widgets_values": [ | |
| 97 | |
| ], | |
| "color": "#1f1f48", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 2139, | |
| "type": "INTConstant", | |
| "pos": [ | |
| 69.90150963029488, | |
| 4963.934758193986 | |
| ], | |
| "size": [ | |
| 210, | |
| 66.66666666666667 | |
| ], | |
| "flags": { | |
| "collapsed": false | |
| }, | |
| "order": 88, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "value", | |
| "type": "INT", | |
| "links": [ | |
| 1812 | |
| ] | |
| } | |
| ], | |
| "title": "LOOPS", | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "c6ce76d00bb8177d1b0286cad891df08eff5226e", | |
| "Node name for S&R": "INTConstant" | |
| }, | |
| "widgets_values": [ | |
| 3 | |
| ], | |
| "color": "#422342", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 2133, | |
| "type": "MarkdownNote", | |
| "pos": [ | |
| 391.9946262007916, | |
| 5034.71519180404 | |
| ], | |
| "size": [ | |
| 321.3238949798031, | |
| 88 | |
| ], | |
| "flags": { | |
| "collapsed": false | |
| }, | |
| "order": 89, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [], | |
| "title": "EXTEND LOOP COUNT", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "Set the number of EXTENDED loops you want to add to the initial generated video. In other words if loop is set to 2, and video length is set to 10 seconds the total length will be 10 seconds initial + 2x 10 second extend (30 seconds total)" | |
| ], | |
| "color": "#422342", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 3276, | |
| "type": "MarkdownNote", | |
| "pos": [ | |
| 393.1731227284482, | |
| 5178.169685382378 | |
| ], | |
| "size": [ | |
| 323.2582207796148, | |
| 120.03662746641749 | |
| ], | |
| "flags": { | |
| "collapsed": false | |
| }, | |
| "order": 90, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [], | |
| "title": "LIMITATIONS", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "Currently there is little \"memory\" between extended groups, so its strongly suggested to use the IC STATIC CAMERA lora (Made for LTX-2 but work with LTX-2.3 if you use higher strength). Since each group in ways is a new video, it can \"forget\" what was earlier there if you go away and return to same place. It can also be quite a quality drop over time, washed out and burned out. " | |
| ], | |
| "color": "#422342", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 2714, | |
| "type": "Fast Groups Bypasser (rgthree)", | |
| "pos": [ | |
| 389.12201884905994, | |
| 4914.953133607734 | |
| ], | |
| "size": [ | |
| 331.0097755411574, | |
| 58 | |
| ], | |
| "flags": {}, | |
| "order": 91, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "OPT_CONNECTION", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "ACTIVATE EXTEND LOOP", | |
| "properties": { | |
| "matchColors": "", | |
| "matchTitle": "Extend Video*", | |
| "showNav": true, | |
| "showAllGraphs": true, | |
| "sort": "position", | |
| "customSortAlphabet": "", | |
| "toggleRestriction": "default" | |
| }, | |
| "color": "#422342", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 470, | |
| "type": "GetNode", | |
| "pos": [ | |
| 3153.564587043831, | |
| 3933.8653773988594 | |
| ], | |
| "size": [ | |
| 210, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 92, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "MODEL", | |
| "type": "MODEL", | |
| "links": [ | |
| 1219 | |
| ] | |
| } | |
| ], | |
| "title": "Get_model", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "model" | |
| ] | |
| }, | |
| { | |
| "id": 3282, | |
| "type": "PrimitiveInt", | |
| "pos": [ | |
| 2791.518923635105, | |
| 3613.1980226943365 | |
| ], | |
| "size": [ | |
| 210, | |
| 82 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 93, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": [ | |
| 2073 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.3.63", | |
| "Node name for S&R": "PrimitiveInt", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "input_ue_unconnectable": {}, | |
| "version": "7.2.2" | |
| } | |
| }, | |
| "widgets_values": [ | |
| 0, | |
| "fixed" | |
| ] | |
| }, | |
| { | |
| "id": 3284, | |
| "type": "GetNode", | |
| "pos": [ | |
| 2793.965109410162, | |
| 3686.127950202137 | |
| ], | |
| "size": [ | |
| 210, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 94, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": [ | |
| 2072 | |
| ] | |
| } | |
| ], | |
| "title": "Get_loop_count", | |
| "properties": { | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.2.1", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "loop_count" | |
| ] | |
| }, | |
| { | |
| "id": 829, | |
| "type": "Reroute", | |
| "pos": [ | |
| 3897.7967635144073, | |
| 3828.052141458071 | |
| ], | |
| "size": [ | |
| 75, | |
| 26 | |
| ], | |
| "flags": {}, | |
| "order": 177, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "", | |
| "type": "*", | |
| "link": 1492 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "", | |
| "type": "IMAGE", | |
| "links": [ | |
| 2076 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "showOutputText": false, | |
| "horizontal": false | |
| } | |
| }, | |
| { | |
| "id": 3283, | |
| "type": "GetNode", | |
| "pos": [ | |
| 2786.124804859017, | |
| 3541.566929830045 | |
| ], | |
| "size": [ | |
| 210, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 95, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 2071 | |
| ] | |
| } | |
| ], | |
| "title": "Get_output_frames", | |
| "properties": { | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "version": "7.2.2", | |
| "input_ue_unconnectable": {} | |
| } | |
| }, | |
| "widgets_values": [ | |
| "output_frames" | |
| ] | |
| }, | |
| { | |
| "id": 3290, | |
| "type": "Reroute", | |
| "pos": [ | |
| 3265.147229139277, | |
| 3676.9605509168696 | |
| ], | |
| "size": [ | |
| 75, | |
| 26 | |
| ], | |
| "flags": {}, | |
| "order": 143, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "", | |
| "type": "*", | |
| "link": 2077 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "", | |
| "type": "*", | |
| "links": [ | |
| 2078 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "showOutputText": false, | |
| "horizontal": false | |
| } | |
| }, | |
| { | |
| "id": 1710, | |
| "type": "VAEDecodeTiled", | |
| "pos": [ | |
| 1785.7492973180879, | |
| 3682.7992827580865 | |
| ], | |
| "size": [ | |
| 257.2265625, | |
| 186.66666666666669 | |
| ], | |
| "flags": {}, | |
| "order": 184, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "samples", | |
| "type": "LATENT", | |
| "link": 1642 | |
| }, | |
| { | |
| "name": "vae", | |
| "type": "VAE", | |
| "link": 1643 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 1720, | |
| 2079 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.7.0", | |
| "Node name for S&R": "VAEDecodeTiled", | |
| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [ | |
| 512, | |
| 64, | |
| 4096, | |
| 8 | |
| ] | |
| }, | |
| { | |
| "id": 3291, | |
| "type": "SetNode", | |
| "pos": [ | |
| 1830.6507840413703, | |
| 4063.1369182049752 | |
| ], | |
| "size": [ | |
| 210, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 188, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "link": 2079 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_output_frames", | |
| "properties": { | |
| "previousName": "output_frames" | |
| }, | |
| "widgets_values": [ | |
| "output_frames" | |
| ] | |
| }, | |
| { | |
| "id": 3289, | |
| "type": "PrimitiveInt", | |
| "pos": [ | |
| 3436.8823061852922, | |
| 3599.419877485299 | |
| ], | |
| "size": [ | |
| 210, | |
| 82 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 96, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": [ | |
| 2082 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.3.66", | |
| "Node name for S&R": "PrimitiveInt", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "input_ue_unconnectable": {}, | |
| "version": "7.3" | |
| } | |
| }, | |
| "widgets_values": [ | |
| 1, | |
| "fixed" | |
| ] | |
| }, | |
| { | |
| "id": 3286, | |
| "type": "easy forLoopStart", | |
| "pos": [ | |
| 2980.352219394797, | |
| 3540.4755968616364 | |
| ], | |
| "size": [ | |
| 210, | |
| 158 | |
| ], | |
| "flags": {}, | |
| "order": 130, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "initial_value1", | |
| "shape": 7, | |
| "type": "*", | |
| "link": 2071 | |
| }, | |
| { | |
| "name": "total", | |
| "type": "INT", | |
| "widget": { | |
| "name": "total" | |
| }, | |
| "link": 2072 | |
| }, | |
| { | |
| "name": "initial_value2", | |
| "type": "*", | |
| "link": null | |
| }, | |
| { | |
| "name": "initial_value3", | |
| "type": "*", | |
| "link": 2073 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "flow", | |
| "shape": 5, | |
| "type": "FLOW_CONTROL", | |
| "links": [ | |
| 2068 | |
| ] | |
| }, | |
| { | |
| "name": "index", | |
| "type": "INT", | |
| "links": null | |
| }, | |
| { | |
| "name": "value1", | |
| "type": "*", | |
| "links": [ | |
| 2077 | |
| ] | |
| }, | |
| { | |
| "name": "value2", | |
| "type": "*", | |
| "links": [] | |
| }, | |
| { | |
| "name": "value3", | |
| "type": "*", | |
| "links": [ | |
| 2080 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-easy-use", | |
| "ver": "8ecc929cd41cf0f7ef6fcc45d4bbc5729c6f287f", | |
| "Node name for S&R": "easy forLoopStart", | |
| "ue_properties": { | |
| "widget_ue_connectable": {}, | |
| "input_ue_unconnectable": {}, | |
| "version": "7.2.2" | |
| } | |
| }, | |
| "widgets_values": [ | |
| 1 | |
| ], | |
| "color": "#1f1f48", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 3296, | |
| "type": "GetNode", | |
| "pos": [ | |
| 4453.076282697, | |
| 3701.8806560215035 | |
| ], | |
| "size": [ | |
| 210, | |
| 58 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 97, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "links": [ | |
| 2088 | |
| ] | |
| } | |
| ], | |
| "title": "Get_fps", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "fps" | |
| ] | |
| }, | |
| { | |
| "id": 3295, | |
| "type": "GetNode", | |
| "pos": [ | |
| 4375.0937947708535, | |
| 3625.038519469202 | |
| ], | |
| "size": [ | |
| 210, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 98, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "AUDIO", | |
| "type": "AUDIO", | |
| "links": [ | |
| 2087 | |
| ] | |
| } | |
| ], | |
| "title": "Get_audio_original", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "audio_original" | |
| ] | |
| }, | |
| { | |
| "id": 2099, | |
| "type": "GetNode", | |
| "pos": [ | |
| 3153.564587043831, | |
| 4189.725543553888 | |
| ], | |
| "size": [ | |
| 210, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 99, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 1791 | |
| ] | |
| } | |
| ], | |
| "title": "Get_ref_image", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "ref_image" | |
| ] | |
| }, | |
| { | |
| "id": 395, | |
| "type": "GetNode", | |
| "pos": [ | |
| 3153.564587043831, | |
| 4144.405626376201 | |
| ], | |
| "size": [ | |
| 210, | |
| 50 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 100, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "AUDIO", | |
| "type": "AUDIO", | |
| "links": [ | |
| 1224 | |
| ] | |
| } | |
| ], | |
| "title": "Get_audio", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "audio" | |
| ] | |
| }, | |
| { | |
| "id": 821, | |
| "type": "2e7f8688-df23-4970-8f07-99005f7ec5fc", | |
| "pos": [ | |
| 3407.018415090005, | |
| 3929.5646395703243 | |
| ], | |
| "size": [ | |
| 302.52490046481114, | |
| 478.6799469145659 | |
| ], | |
| "flags": {}, | |
| "order": 174, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "label": "input_frames", | |
| "name": "images", | |
| "type": "IMAGE", | |
| "link": 2045 | |
| }, | |
| { | |
| "name": "model", | |
| "type": "MODEL", | |
| "link": 1219 | |
| }, | |
| { | |
| "name": "vae", | |
| "type": "VAE", | |
| "link": 1220 | |
| }, | |
| { | |
| "name": "audio_vae", | |
| "type": "VAE", | |
| "link": 1221 | |
| }, | |
| { | |
| "name": "clip", | |
| "type": "CLIP", | |
| "link": 1222 | |
| }, | |
| { | |
| "name": "upscale_model", | |
| "type": "LATENT_UPSCALE_MODEL", | |
| "link": 1223 | |
| }, | |
| { | |
| "name": "audio", | |
| "type": "AUDIO", | |
| "link": 1224 | |
| }, | |
| { | |
| "label": "prompt", | |
| "name": "*", | |
| "type": "*", | |
| "link": 1227 | |
| }, | |
| { | |
| "label": "fps", | |
| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "link": 1228 | |
| }, | |
| { | |
| "label": "frames_per_window", | |
| "name": "*_1", | |
| "type": "*", | |
| "link": 1229 | |
| }, | |
| { | |
| "label": "ref_image", | |
| "name": "*_2", | |
| "type": "*", | |
| "link": 1230 | |
| }, | |
| { | |
| "label": "extend_number", | |
| "name": "*_3", | |
| "type": "*", | |
| "link": null | |
| }, | |
| { | |
| "label": "motion_frames", | |
| "name": "*_4", | |
| "type": "*", | |
| "link": 1306 | |
| }, | |
| { | |
| "label": "seed", | |
| "name": "*_5", | |
| "type": "*", | |
| "link": 2092 | |
| }, | |
| { | |
| "label": "ref_image", | |
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| { | |
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| "title": "Motion Frames in seconds", | |
| "properties": { | |
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| { | |
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| ] | |
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| "title": "Set_seconds_endtime", | |
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| "localized_name": "positive", | |
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| "type": "CONDITIONING", | |
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| { | |
| "localized_name": "negative", | |
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| "type": "CONDITIONING", | |
| "link": 1434 | |
| }, | |
| { | |
| "localized_name": "frame_rate", | |
| "name": "frame_rate", | |
| "type": "FLOAT", | |
| "widget": { | |
| "name": "frame_rate" | |
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| { | |
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| { | |
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| "localized_name": "output_image", | |
| "name": "output_image", | |
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| "extra": { | |
| "frontendVersion": "1.41.16", | |
| "workflowRendererVersion": "LG", | |
| "prompt": { | |
| "1": { | |
| "inputs": { | |
| "ckpt_name": "ltx-av-step-1751000_vocoder_24K.safetensors" | |
| }, | |
| "class_type": "CheckpointLoaderSimple", | |
| "_meta": { | |
| "title": "Load Checkpoint" | |
| } | |
| }, | |
| "2": { | |
| "inputs": { | |
| "gemma_path": "gemma-3-12b-it-qat-q4_0-unquantized_readout_proj/model/model.safetensors", | |
| "ltxv_path": "ltx-av-step-1751000_vocoder_24K.safetensors", | |
| "max_length": 1024 | |
| }, | |
| "class_type": "LTXVGemmaCLIPModelLoader", | |
| "_meta": { | |
| "title": "๐ ๐ ฃ๐ ง Gemma 3 Model Loader" | |
| } | |
| }, | |
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| "clip": [ | |
| "2", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "CLIPTextEncode", | |
| "_meta": { | |
| "title": "CLIP Text Encode (Prompt)" | |
| } | |
| }, | |
| "4": { | |
| "inputs": { | |
| "text": "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 (โPNTRโ), incorrect t-shirt slogan (โJUST DO ITโ), 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.", | |
| "clip": [ | |
| "2", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "CLIPTextEncode", | |
| "_meta": { | |
| "title": "CLIP Text Encode (Prompt)" | |
| } | |
| }, | |
| "8": { | |
| "inputs": { | |
| "sampler_name": "euler" | |
| }, | |
| "class_type": "KSamplerSelect", | |
| "_meta": { | |
| "title": "KSamplerSelect" | |
| } | |
| }, | |
| "9": { | |
| "inputs": { | |
| "steps": 20, | |
| "max_shift": 2.05, | |
| "base_shift": 0.95, | |
| "stretch": true, | |
| "terminal": 0.1, | |
| "latent": [ | |
| "28", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "LTXVScheduler", | |
| "_meta": { | |
| "title": "LTXVScheduler" | |
| } | |
| }, | |
| "11": { | |
| "inputs": { | |
| "noise_seed": 10 | |
| }, | |
| "class_type": "RandomNoise", | |
| "_meta": { | |
| "title": "RandomNoise" | |
| } | |
| }, | |
| "12": { | |
| "inputs": { | |
| "samples": [ | |
| "29", | |
| 0 | |
| ], | |
| "vae": [ | |
| "1", | |
| 2 | |
| ] | |
| }, | |
| "class_type": "VAEDecode", | |
| "_meta": { | |
| "title": "VAE Decode" | |
| } | |
| }, | |
| "13": { | |
| "inputs": { | |
| "ckpt_name": "ltx-av-step-1751000_vocoder_24K.safetensors" | |
| }, | |
| "class_type": "LTXVAudioVAELoader", | |
| "_meta": { | |
| "title": "๐ ๐ ฃ๐ ง LTXV Audio VAE Loader" | |
| } | |
| }, | |
| "14": { | |
| "inputs": { | |
| "samples": [ | |
| "29", | |
| 1 | |
| ], | |
| "audio_vae": [ | |
| "13", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "LTXVAudioVAEDecode", | |
| "_meta": { | |
| "title": "๐ ๐ ฃ๐ ง LTXV Audio VAE Decode" | |
| } | |
| }, | |
| "15": { | |
| "inputs": { | |
| "frame_rate": [ | |
| "23", | |
| 0 | |
| ], | |
| "loop_count": 0, | |
| "filename_prefix": "AnimateDiff", | |
| "format": "video/h264-mp4", | |
| "pix_fmt": "yuv420p", | |
| "crf": 19, | |
| "save_metadata": true, | |
| "trim_to_audio": false, | |
| "pingpong": false, | |
| "save_output": true, | |
| "images": [ | |
| "12", | |
| 0 | |
| ], | |
| "audio": [ | |
| "14", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "VHS_VideoCombine", | |
| "_meta": { | |
| "title": "Video Combine ๐ฅ๐ ฅ๐ ๐ ข" | |
| } | |
| }, | |
| "17": { | |
| "inputs": { | |
| "skip_blocks": "29", | |
| "model": [ | |
| "28", | |
| 1 | |
| ], | |
| "positive": [ | |
| "22", | |
| 0 | |
| ], | |
| "negative": [ | |
| "22", | |
| 1 | |
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| "parameters": [ | |
| "18", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "MultimodalGuider", | |
| "_meta": { | |
| "title": "๐ ๐ ฃ๐ ง Multimodal Guider" | |
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| "18": { | |
| "inputs": { | |
| "modality": "VIDEO", | |
| "cfg": 3, | |
| "stg": 0, | |
| "rescale": 0, | |
| "modality_scale": 3, | |
| "parameters": [ | |
| "19", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "GuiderParameters", | |
| "_meta": { | |
| "title": "๐ ๐ ฃ๐ ง Guider Parameters" | |
| } | |
| }, | |
| "19": { | |
| "inputs": { | |
| "modality": "AUDIO", | |
| "cfg": 7, | |
| "stg": 0, | |
| "rescale": 0, | |
| "modality_scale": 3 | |
| }, | |
| "class_type": "GuiderParameters", | |
| "_meta": { | |
| "title": "๐ ๐ ฃ๐ ง Guider Parameters" | |
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| }, | |
| "21": { | |
| "inputs": { | |
| "audioUI": "", | |
| "audio": [ | |
| "14", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "PreviewAudio", | |
| "_meta": { | |
| "title": "PreviewAudio" | |
| } | |
| }, | |
| "22": { | |
| "inputs": { | |
| "frame_rate": [ | |
| "23", | |
| 0 | |
| ], | |
| "positive": [ | |
| "3", | |
| 0 | |
| ], | |
| "negative": [ | |
| "4", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "LTXVConditioning", | |
| "_meta": { | |
| "title": "LTXVConditioning" | |
| } | |
| }, | |
| "23": { | |
| "inputs": { | |
| "value": 25 | |
| }, | |
| "class_type": "FloatConstant", | |
| "_meta": { | |
| "title": "Float Constant" | |
| } | |
| }, | |
| "26": { | |
| "inputs": { | |
| "frames_number": [ | |
| "27", | |
| 0 | |
| ], | |
| "frame_rate": [ | |
| "42", | |
| 0 | |
| ], | |
| "batch_size": 1 | |
| }, | |
| "class_type": "LTXVEmptyLatentAudio", | |
| "_meta": { | |
| "title": "๐ ๐ ฃ๐ ง LTXV Empty Latent Audio" | |
| } | |
| }, | |
| "27": { | |
| "inputs": { | |
| "value": 105 | |
| }, | |
| "class_type": "INTConstant", | |
| "_meta": { | |
| "title": "INT Constant" | |
| } | |
| }, | |
| "28": { | |
| "inputs": { | |
| "video_latent": [ | |
| "43", | |
| 0 | |
| ], | |
| "audio_latent": [ | |
| "26", | |
| 0 | |
| ], | |
| "model": [ | |
| "44", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "LTXVConcatAVLatent", | |
| "_meta": { | |
| "title": "๐ ๐ ฃ๐ ง LTXV Concat AV Latent" | |
| } | |
| }, | |
| "29": { | |
| "inputs": { | |
| "av_latent": [ | |
| "41", | |
| 0 | |
| ], | |
| "model": [ | |
| "28", | |
| 1 | |
| ] | |
| }, | |
| "class_type": "LTXVSeparateAVLatent", | |
| "_meta": { | |
| "title": "๐ ๐ ฃ๐ ง LTXV Separate AV Latent" | |
| } | |
| }, | |
| "41": { | |
| "inputs": { | |
| "noise": [ | |
| "11", | |
| 0 | |
| ], | |
| "guider": [ | |
| "17", | |
| 0 | |
| ], | |
| "sampler": [ | |
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| 0 | |
| ], | |
| "sigmas": [ | |
| "9", | |
| 0 | |
| ], | |
| "latent_image": [ | |
| "28", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "SamplerCustomAdvanced", | |
| "_meta": { | |
| "title": "SamplerCustomAdvanced" | |
| } | |
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| "42": { | |
| "inputs": { | |
| "a": [ | |
| "23", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "CM_FloatToInt", | |
| "_meta": { | |
| "title": "FloatToInt" | |
| } | |
| }, | |
| "43": { | |
| "inputs": { | |
| "width": 768, | |
| "height": 512, | |
| "length": [ | |
| "27", | |
| 0 | |
| ], | |
| "batch_size": 1 | |
| }, | |
| "class_type": "EmptyLTXVLatentVideo", | |
| "_meta": { | |
| "title": "EmptyLTXVLatentVideo" | |
| } | |
| }, | |
| "44": { | |
| "inputs": { | |
| "torch_compile": true, | |
| "disable_backup": false, | |
| "model": [ | |
| "1", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "LTXVSequenceParallelMultiGPUPatcher", | |
| "_meta": { | |
| "title": "LTXVSequenceParallelMultiGPUPatcher" | |
| } | |
| }, | |
| "45": { | |
| "inputs": { | |
| "frame_idx": 0, | |
| "strength": 1 | |
| }, | |
| "class_type": "LTXVAddGuide", | |
| "_meta": { | |
| "title": "LTXVAddGuide" | |
| } | |
| } | |
| }, | |
| "comfy_fork_version": "feature/av_inference@a6994ed1", | |
| "VHS_latentpreview": false, | |
| "VHS_latentpreviewrate": 0, | |
| "VHS_MetadataImage": false, | |
| "VHS_KeepIntermediate": false, | |
| "ds": { | |
| "scale": 0.3719008264462843, | |
| "offset": [ | |
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| }, | |
| "linearMode": false | |
| }, | |
| "version": 0.4 | |
| } |