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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| 210, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 11, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "links": [ | |
| 561 | |
| ] | |
| } | |
| ], | |
| "title": "Get_fps", | |
| "properties": { | |
| "Node name for S&R": "GetNode", | |
| "aux_id": "kijai/ComfyUI-KJNodes" | |
| }, | |
| "widgets_values": [ | |
| "fps" | |
| ] | |
| }, | |
| { | |
| "id": 309, | |
| "type": "GetNode", | |
| "pos": [ | |
| 995.1788185345647, | |
| 4056.5950896259596 | |
| ], | |
| "size": [ | |
| 210, | |
| 58 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 12, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "BOOLEAN", | |
| "type": "BOOLEAN", | |
| "links": [ | |
| 564 | |
| ] | |
| } | |
| ], | |
| "title": "Get_t2v_mode", | |
| "properties": { | |
| "Node name for S&R": "GetNode", | |
| "aux_id": "kijai/ComfyUI-KJNodes" | |
| }, | |
| "widgets_values": [ | |
| "t2v_mode" | |
| ] | |
| }, | |
| { | |
| "id": 308, | |
| "type": "GetNode", | |
| "pos": [ | |
| -129.42226803816817, | |
| 4196.832409347547 | |
| ], | |
| "size": [ | |
| 270, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 13, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "BOOLEAN", | |
| "type": "BOOLEAN", | |
| "links": [ | |
| 563 | |
| ] | |
| } | |
| ], | |
| "title": "Get_t2v_mode", | |
| "properties": { | |
| "Node name for S&R": "GetNode", | |
| "aux_id": "kijai/ComfyUI-KJNodes" | |
| }, | |
| "widgets_values": [ | |
| "t2v_mode" | |
| ] | |
| }, | |
| { | |
| "id": 311, | |
| "type": "SimpleCalculatorKJ", | |
| "pos": [ | |
| -129.42226803816817, | |
| 4069.5171292630694 | |
| ], | |
| "size": [ | |
| 270, | |
| 128 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 63, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "label": "a", | |
| "name": "variables.a", | |
| "shape": 7, | |
| "type": "INT,FLOAT,BOOLEAN", | |
| "link": 565 | |
| }, | |
| { | |
| "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": [ | |
| 566 | |
| ] | |
| }, | |
| { | |
| "name": "BOOLEAN", | |
| "type": "BOOLEAN", | |
| "links": null | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "debc47061f722e93fc9885c19facefcf59b6426a", | |
| "Node name for S&R": "SimpleCalculatorKJ" | |
| }, | |
| "widgets_values": [ | |
| "a" | |
| ] | |
| }, | |
| { | |
| "id": 310, | |
| "type": "GetNode", | |
| "pos": [ | |
| -129.42226803816817, | |
| 4056.9732641507644 | |
| ], | |
| "size": [ | |
| 270, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 14, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "links": [ | |
| 565 | |
| ] | |
| } | |
| ], | |
| "title": "Get_fps", | |
| "properties": { | |
| "Node name for S&R": "GetNode", | |
| "aux_id": "kijai/ComfyUI-KJNodes" | |
| }, | |
| "widgets_values": [ | |
| "fps" | |
| ] | |
| }, | |
| { | |
| "id": 217, | |
| "type": "GetNode", | |
| "pos": [ | |
| -129.42226803816817, | |
| 3998.3671211422625 | |
| ], | |
| "size": [ | |
| 270, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 15, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "VAE", | |
| "type": "VAE", | |
| "links": [ | |
| 444 | |
| ] | |
| } | |
| ], | |
| "title": "Get_vae_audio", | |
| "properties": { | |
| "Node name for S&R": "GetNode", | |
| "aux_id": "kijai/ComfyUI-KJNodes" | |
| }, | |
| "widgets_values": [ | |
| "vae_audio" | |
| ], | |
| "color": "#af3535", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 240, | |
| "type": "SetNode", | |
| "pos": [ | |
| -129.42226803816817, | |
| 4040.939445629616 | |
| ], | |
| "size": [ | |
| 270, | |
| 50 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 96, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "LATENT", | |
| "type": "LATENT", | |
| "link": 468 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_latent_audio", | |
| "properties": { | |
| "Node name for S&R": "SetNode", | |
| "aux_id": "kijai/ComfyUI-KJNodes", | |
| "previousName": "latent_audio" | |
| }, | |
| "widgets_values": [ | |
| "latent_audio" | |
| ], | |
| "color": "#422342", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 212, | |
| "type": "GetNode", | |
| "pos": [ | |
| 925.2467983395707, | |
| 4087.8328250964223 | |
| ], | |
| "size": [ | |
| 270, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 16, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 438 | |
| ] | |
| } | |
| ], | |
| "title": "Get_ref_image", | |
| "properties": { | |
| "Node name for S&R": "GetNode", | |
| "aux_id": "kijai/ComfyUI-KJNodes" | |
| }, | |
| "widgets_values": [ | |
| "ref_image" | |
| ], | |
| "color": "#006691", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 118, | |
| "type": "LTXVLatentUpsampler", | |
| "pos": [ | |
| 925.2467983395707, | |
| 3876.8754895013767 | |
| ], | |
| "size": [ | |
| 270, | |
| 81.02629601803119 | |
| ], | |
| "flags": {}, | |
| "order": 106, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "samples", | |
| "type": "LATENT", | |
| "link": 374 | |
| }, | |
| { | |
| "name": "upscale_model", | |
| "type": "LATENT_UPSCALE_MODEL", | |
| "link": 470 | |
| }, | |
| { | |
| "name": "vae", | |
| "type": "VAE", | |
| "link": 447 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "LATENT", | |
| "type": "LATENT", | |
| "links": [ | |
| 372 | |
| ] | |
| } | |
| ], | |
| "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": 116, | |
| "type": "LTXVSeparateAVLatent", | |
| "pos": [ | |
| 927.2670003597727, | |
| 3777.8178846087403 | |
| ], | |
| "size": [ | |
| 270, | |
| 46 | |
| ], | |
| "flags": {}, | |
| "order": 97, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "av_latent", | |
| "type": "LATENT", | |
| "link": 271 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "video_latent", | |
| "type": "LATENT", | |
| "links": [ | |
| 374 | |
| ] | |
| }, | |
| { | |
| "name": "audio_latent", | |
| "type": "LATENT", | |
| "links": [ | |
| 475 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.5.1", | |
| "Node name for S&R": "LTXVSeparateAVLatent", | |
| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [] | |
| }, | |
| { | |
| "id": 188, | |
| "type": "SetNode", | |
| "pos": [ | |
| -1529.227095977164, | |
| 4009.66572804567 | |
| ], | |
| "size": [ | |
| 364.0273046899474, | |
| 50 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 73, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "LATENT_UPSCALE_MODEL", | |
| "type": "LATENT_UPSCALE_MODEL", | |
| "link": 403 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_upscale_model", | |
| "properties": { | |
| "Node name for S&R": "SetNode", | |
| "aux_id": "kijai/ComfyUI-KJNodes", | |
| "previousName": "upscale_model" | |
| }, | |
| "widgets_values": [ | |
| "upscale_model" | |
| ] | |
| }, | |
| { | |
| "id": 225, | |
| "type": "GetNode", | |
| "pos": [ | |
| 237.99144812298735, | |
| 3813.700211629916 | |
| ], | |
| "size": [ | |
| 271.305509971064, | |
| 58 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 17, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "MODEL", | |
| "type": "MODEL", | |
| "links": [] | |
| } | |
| ], | |
| "title": "Get_model", | |
| "properties": { | |
| "Node name for S&R": "GetNode", | |
| "aux_id": "kijai/ComfyUI-KJNodes" | |
| }, | |
| "widgets_values": [ | |
| "model" | |
| ], | |
| "color": "#1f1f48", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 231, | |
| "type": "GetNode", | |
| "pos": [ | |
| 237.99144812298735, | |
| 3808.091183626127 | |
| ], | |
| "size": [ | |
| 271.305509971064, | |
| 58 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 18, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "CONDITIONING", | |
| "type": "CONDITIONING", | |
| "links": [ | |
| 459 | |
| ] | |
| } | |
| ], | |
| "title": "Get_negative", | |
| "properties": { | |
| "Node name for S&R": "GetNode", | |
| "aux_id": "kijai/ComfyUI-KJNodes" | |
| }, | |
| "widgets_values": [ | |
| "negative" | |
| ], | |
| "color": "#38291f", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 230, | |
| "type": "GetNode", | |
| "pos": [ | |
| 237.99144812298735, | |
| 3808.3496174952584 | |
| ], | |
| "size": [ | |
| 271.305509971064, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 19, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "CONDITIONING", | |
| "type": "CONDITIONING", | |
| "links": [ | |
| 460 | |
| ] | |
| } | |
| ], | |
| "title": "Get_positive", | |
| "properties": { | |
| "Node name for S&R": "GetNode", | |
| "aux_id": "kijai/ComfyUI-KJNodes" | |
| }, | |
| "widgets_values": [ | |
| "positive" | |
| ], | |
| "color": "#38291f", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
| "id": 199, | |
| "type": "LTXVEmptyLatentAudio", | |
| "pos": [ | |
| -129.42226803816817, | |
| 3972.336880680874 | |
| ], | |
| "size": [ | |
| 270, | |
| 120 | |
| ], | |
| "flags": {}, | |
| "order": 83, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "audio_vae", | |
| "type": "VAE", | |
| "link": 444 | |
| }, | |
| { | |
| "name": "frames_number", | |
| "type": "INT", | |
| "widget": { | |
| "name": "frames_number" | |
| }, | |
| "link": 425 | |
| }, | |
| { | |
| "name": "frame_rate", | |
| "type": "INT", | |
| "widget": { | |
| "name": "frame_rate" | |
| }, | |
| "link": 566 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "Latent", | |
| "type": "LATENT", | |
| "links": [ | |
| 412, | |
| 468 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.3.68", | |
| "Node name for S&R": "LTXVEmptyLatentAudio", | |
| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [ | |
| 121, | |
| 24, | |
| 1 | |
| ] | |
| }, | |
| { | |
| "id": 201, | |
| "type": "LTXVAudioVAEDecode", | |
| "pos": [ | |
| 1594.7945381515567, | |
| 3969.994932791013 | |
| ], | |
| "size": [ | |
| 257.2388542190106, | |
| 46 | |
| ], | |
| "flags": {}, | |
| "order": 119, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "samples", | |
| "type": "LATENT", | |
| "link": 430 | |
| }, | |
| { | |
| "label": "Audio VAE", | |
| "name": "audio_vae", | |
| "type": "VAE", | |
| "link": 448 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "Audio", | |
| "type": "AUDIO", | |
| "links": [ | |
| 416 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.7.0", | |
| "Node name for S&R": "LTXVAudioVAEDecode", | |
| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [] | |
| }, | |
| { | |
| "id": 287, | |
| "type": "SimpleCalculatorKJ", | |
| "pos": [ | |
| -1067.9490631055062, | |
| 4848.515349256717 | |
| ], | |
| "size": [ | |
| 210, | |
| 136 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 64, | |
| "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": 532 | |
| }, | |
| { | |
| "name": "b", | |
| "shape": 7, | |
| "type": "*", | |
| "link": 533 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "links": [] | |
| }, | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": [ | |
| 531 | |
| ] | |
| }, | |
| { | |
| "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": 291, | |
| "type": "INTConstant", | |
| "pos": [ | |
| -1076.6131465721123, | |
| 4821.5606676345205 | |
| ], | |
| "size": [ | |
| 210, | |
| 58 | |
| ], | |
| "flags": {}, | |
| "order": 20, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "value", | |
| "type": "INT", | |
| "links": [ | |
| 532 | |
| ] | |
| } | |
| ], | |
| "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": 306, | |
| "type": "GetNode", | |
| "pos": [ | |
| 237.99144812298735, | |
| 3857.405377510338 | |
| ], | |
| "size": [ | |
| 271.305509971064, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 21, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "MODEL", | |
| "type": "MODEL", | |
| "links": [] | |
| } | |
| ], | |
| "title": "Get_model_with_lora", | |
| "properties": { | |
| "Node name for S&R": "GetNode", | |
| "aux_id": "kijai/ComfyUI-KJNodes" | |
| }, | |
| "widgets_values": [ | |
| "model_with_lora" | |
| ] | |
| }, | |
| { | |
| "id": 326, | |
| "type": "MarkdownNote", | |
| "pos": [ | |
| -2017.1983133091496, | |
| 4046.4278551250272 | |
| ], | |
| "size": [ | |
| 382.280702747692, | |
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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" | |
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| "secondTabWidth": 65 | |
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| "name": "MODEL", | |
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| 627 | |
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| } | |
| ], | |
| "title": "Get_model", | |
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| { | |
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| 259 | |
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| "properties": { | |
| "cnr_id": "comfy-core", | |
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| "enableTabs": false, | |
| "tabWidth": 65, | |
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| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
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| "fixed" | |
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| "color": "#006691", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
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| "flags": { | |
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| "order": 26, | |
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| { | |
| "name": "CONDITIONING", | |
| "type": "CONDITIONING", | |
| "links": [ | |
| 623, | |
| 624 | |
| ] | |
| } | |
| ], | |
| "title": "Get_negative", | |
| "properties": { | |
| "Node name for S&R": "GetNode", | |
| "aux_id": "kijai/ComfyUI-KJNodes" | |
| }, | |
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| "name": "FLOAT", | |
| "type": "FLOAT", | |
| "links": [ | |
| 600 | |
| ] | |
| } | |
| ], | |
| "title": "Get_fps", | |
| "properties": { | |
| "Node name for S&R": "GetNode", | |
| "aux_id": "kijai/ComfyUI-KJNodes" | |
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| 60 | |
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| { | |
| "name": "CONDITIONING", | |
| "type": "CONDITIONING", | |
| "link": 455 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_positive", | |
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| "Node name for S&R": "SetNode", | |
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| "previousName": "positive" | |
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| "bgcolor": "rgba(24,24,27,.9)" | |
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| 58 | |
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| "outputs": [ | |
| { | |
| "name": "*", | |
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| "title": "Set_negative", | |
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| { | |
| "name": "frame_rate", | |
| "type": "FLOAT", | |
| "widget": { | |
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| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [ | |
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| }, | |
| { | |
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| 146.66666666666669 | |
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| { | |
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| "name": "length" | |
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| { | |
| "name": "LATENT", | |
| "type": "LATENT", | |
| "links": [ | |
| 361 | |
| ] | |
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| "properties": { | |
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| "secondTabText": "Send Back", | |
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| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_model_with_lora", | |
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| "Node name for S&R": "SetNode", | |
| "aux_id": "kijai/ComfyUI-KJNodes", | |
| "previousName": "model_with_lora" | |
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| "type": "CLIPTextEncode", | |
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| { | |
| "name": "clip", | |
| "type": "CLIP", | |
| "link": 441 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "CONDITIONING", | |
| "type": "CONDITIONING", | |
| "links": [ | |
| 287 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.3.56", | |
| "Node name for S&R": "CLIPTextEncode", | |
| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [ | |
| "blurry, oversaturated, pixelated, low resolution, grainy, distorted, noise, compression artifacts, jpeg artifacts, glitches, watermark, text, logo, signature, copyright, subtitles, distorted sound, saturated sound, loud" | |
| ], | |
| "color": "#422342", | |
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| }, | |
| { | |
| "id": 333, | |
| "type": "MarkdownNote", | |
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| "order": 28, | |
| "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" | |
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| "order": 29, | |
| "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 " | |
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| "color": "#222", | |
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| { | |
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| "type": "CLIPTextEncode", | |
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| "link": 440 | |
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| { | |
| "name": "text", | |
| "type": "STRING", | |
| "widget": { | |
| "name": "text" | |
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| "link": 659 | |
| } | |
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| "outputs": [ | |
| { | |
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| "type": "CONDITIONING", | |
| "links": [ | |
| 286 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
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| "Node name for S&R": "CLIPTextEncode", | |
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| "tabXOffset": 10, | |
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| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [ | |
| "= Enhanced Prompt = \n" | |
| ], | |
| "color": "#346434", | |
| "bgcolor": "rgba(24,24,27,.9)" | |
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| { | |
| "id": 214, | |
| "type": "GetNode", | |
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| { | |
| "name": "CLIP", | |
| "type": "CLIP", | |
| "links": [ | |
| 440, | |
| 441 | |
| ] | |
| } | |
| ], | |
| "title": "Get_clip", | |
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| "aux_id": "kijai/ComfyUI-KJNodes" | |
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| "widgets_values": [ | |
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| "bgcolor": "rgba(24,24,27,.9)" | |
| }, | |
| { | |
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| "type": "IMAGE", | |
| "links": [ | |
| 353 | |
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| "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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| } | |
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| "title": "Single Pass - Turn off BOTH for single pass", | |
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| "name": "ckpt_name" | |
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| "name": "ckpt_name" | |
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| "type": "CLIP", | |
| "links": [ | |
| 649 | |
| ] | |
| } | |
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| "ver": "0.20.1", | |
| "Node name for S&R": "LTXAVTextEncoderLoader" | |
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| "gemma_3_12B_it_fp8_scaled.safetensors", | |
| "VIDEO\\LTX\\LTX-2\\ltx-2.3-22b-dev-fp8.safetensors", | |
| "default" | |
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| "color": "#1f1f48", | |
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| "ndPowerEnabled": false | |
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| { | |
| "id": 251, | |
| "type": "MarkdownNote", | |
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| 3499.4577331178853 | |
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| "order": 55, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [], | |
| "title": "About Models", | |
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| "This workflow is for **full checkpoint models** and NOT for split models (from Kijai etc)\n\nThis workflow uses LTX own regular models, from the LTX repro, or models trained on dev model as full checkpoints \n\n**YOU MUST LOAD THE SAME CHECKPOINT MODEL IN \"LOAD CHECKPOINT\", \"AUDIO VAE\" and in \"TEXT ENCODER\"**\n" | |
| ], | |
| "color": "#222", | |
| "bgcolor": "#000" | |
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| { | |
| "id": 250, | |
| "type": "MarkdownNote", | |
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| 3672.1418664397074 | |
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| 140 | |
| ], | |
| "flags": { | |
| "collapsed": false | |
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| "order": 56, | |
| "mode": 0, | |
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| "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": 253, | |
| "type": "MarkdownNote", | |
| "pos": [ | |
| -2014.7542752251195, | |
| 3856.3343910705157 | |
| ], | |
| "size": [ | |
| 382.280702747692, | |
| 140 | |
| ], | |
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| }, | |
| "order": 57, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [], | |
| "title": "Prompting LTX-2", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "## LTX-2 Prompting Tips\n1. **Core Actions**: Describe events and actions as they occur over time \n2. **Audio**: Describe sounds and dialogue needed for the scene \n3. **Reference Image**: Do not repeat details already present \n4. **Consistency**: Avoid instructions that do not match the reference image, as this will degrade results" | |
| ], | |
| "color": "#222", | |
| "bgcolor": "#000" | |
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