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| "name": "denoised_output", | |
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| "name": "MODEL", | |
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| "title": "Get_model", | |
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| "model" | |
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| "name": "NOISE", | |
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| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [ | |
| 10, | |
| "fixed" | |
| ], | |
| "color": "#233", | |
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| { | |
| "id": 262, | |
| "type": "VantageGGUFLoader", | |
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| { | |
| "name": "MODEL", | |
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| "links": [ | |
| 527 | |
| ] | |
| } | |
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| "properties": { | |
| "Node name for S&R": "VantageGGUFLoader" | |
| }, | |
| "widgets_values": [ | |
| "ltx-2-19b-dev-Q3_K_S.gguf" | |
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| "color": "#223", | |
| "bgcolor": "#335" | |
| }, | |
| { | |
| "id": 264, | |
| "type": "LoraLoaderModelOnly", | |
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| "flags": {}, | |
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| { | |
| "name": "model", | |
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| } | |
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| "outputs": [ | |
| { | |
| "name": "MODEL", | |
| "type": "MODEL", | |
| "links": [ | |
| 559 | |
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| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
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| "Node name for S&R": "LoraLoaderModelOnly", | |
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| { | |
| "name": "ltx-2-19b-lora-camera-control-dolly-left.safetensors", | |
| "url": "https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-Left/resolve/main/ltx-2-19b-lora-camera-control-dolly-left.safetensors", | |
| "directory": "loras" | |
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| "enableTabs": false, | |
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| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
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| "widgets_values": [ | |
| "ltx-2-19b-lora-camera-control-dolly-left.safetensors", | |
| 1 | |
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| { | |
| "id": 266, | |
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| 5684.343094401538 | |
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| "flags": { | |
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| "name": "FLOAT", | |
| "type": "FLOAT", | |
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| 571 | |
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| "title": "Get_fps", | |
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| "fps" | |
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| "color": "#232", | |
| "bgcolor": "#353" | |
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| { | |
| "id": 269, | |
| "type": "Any Switch (rgthree)", | |
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| 5131.84836097165 | |
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| "size": [ | |
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| 106 | |
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| { | |
| "dir": 3, | |
| "name": "any_01", | |
| "type": "MODEL", | |
| "link": 526 | |
| }, | |
| { | |
| "dir": 3, | |
| "name": "any_02", | |
| "type": "MODEL", | |
| "link": 527 | |
| }, | |
| { | |
| "dir": 3, | |
| "name": "any_03", | |
| "type": "MODEL", | |
| "link": null | |
| }, | |
| { | |
| "dir": 3, | |
| "name": "any_04", | |
| "type": "MODEL", | |
| "link": null | |
| }, | |
| { | |
| "dir": 3, | |
| "name": "any_05", | |
| "type": "MODEL", | |
| "link": null | |
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| "outputs": [ | |
| { | |
| "dir": 4, | |
| "label": "MODEL", | |
| "name": "*", | |
| "shape": 3, | |
| "type": "MODEL", | |
| "links": [ | |
| 523, | |
| 524 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "rgthree-comfy", | |
| "ver": "1.0.2511270846" | |
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| "color": "#223", | |
| "bgcolor": "#335" | |
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| { | |
| "id": 270, | |
| "type": "UNETLoader", | |
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| "flags": {}, | |
| "order": 5, | |
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| { | |
| "name": "MODEL", | |
| "type": "MODEL", | |
| "links": [ | |
| 526 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.7.0", | |
| "Node name for S&R": "UNETLoader" | |
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| "widgets_values": [ | |
| "ltx-2-19b-dev-model.safetensors", | |
| "default" | |
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| "color": "#223", | |
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| { | |
| "id": 271, | |
| "type": "GetNode", | |
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| 1317.3286346498614, | |
| 4993.47224835085 | |
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| "size": [ | |
| 210, | |
| 34 | |
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| "flags": { | |
| "collapsed": true | |
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| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "INT", | |
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| "links": [ | |
| 520, | |
| 528 | |
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| "title": "Get_width", | |
| "properties": {}, | |
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| "width" | |
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| "color": "#1b4669", | |
| "bgcolor": "#29699c" | |
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| { | |
| "id": 272, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1449.713759420862, | |
| 4993.47224835085 | |
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| "size": [ | |
| 210, | |
| 34 | |
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| "flags": { | |
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| "order": 7, | |
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| "outputs": [ | |
| { | |
| "name": "INT", | |
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| 521, | |
| 529 | |
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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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| { | |
| "id": 273, | |
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| 5030.075836399839 | |
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| 270, | |
| 130 | |
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| "flags": { | |
| "collapsed": false | |
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| "order": 40, | |
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| "inputs": [ | |
| { | |
| "name": "width", | |
| "type": "INT", | |
| "widget": { | |
| "name": "width" | |
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| "link": 528 | |
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| { | |
| "name": "height", | |
| "type": "INT", | |
| "widget": { | |
| "name": "height" | |
| }, | |
| "link": 529 | |
| } | |
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| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 530 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.5.1", | |
| "Node name for S&R": "EmptyImage", | |
| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [ | |
| 1280, | |
| 720, | |
| 1, | |
| 0 | |
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| "color": "#323", | |
| "bgcolor": "#535" | |
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| { | |
| "id": 275, | |
| "type": "GetImageSize", | |
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| 5321.9309699403975 | |
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| "size": [ | |
| 263.2685529777457, | |
| 124 | |
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| "flags": { | |
| "collapsed": false | |
| }, | |
| "order": 63, | |
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| "inputs": [ | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
| "link": 531 | |
| } | |
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| "outputs": [ | |
| { | |
| "name": "width", | |
| "type": "INT", | |
| "links": [ | |
| 580 | |
| ] | |
| }, | |
| { | |
| "name": "height", | |
| "type": "INT", | |
| "links": [ | |
| 581 | |
| ] | |
| }, | |
| { | |
| "name": "batch_size", | |
| "type": "INT", | |
| "links": [] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.7.0", | |
| "Node name for S&R": "GetImageSize", | |
| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [], | |
| "color": "#323", | |
| "bgcolor": "#535" | |
| }, | |
| { | |
| "id": 277, | |
| "type": "GetNode", | |
| "pos": [ | |
| 1639.59666084028, | |
| 5359.674185439853 | |
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| "size": [ | |
| 210, | |
| 34 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 8, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "LATENT_UPSCALE_MODEL", | |
| "type": "LATENT_UPSCALE_MODEL", | |
| "links": [ | |
| 535 | |
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| } | |
| ], | |
| "title": "Get_upscale_model", | |
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| "upscale_model" | |
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| "color": "#223", | |
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| 5400.017991259896 | |
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| "size": [ | |
| 210, | |
| 34 | |
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| "flags": { | |
| "collapsed": true | |
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| "order": 9, | |
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| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "MODEL", | |
| "type": "MODEL", | |
| "links": [ | |
| 540 | |
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| } | |
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| "title": "Get_model_2", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "model_2" | |
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| "color": "#223", | |
| "bgcolor": "#335" | |
| }, | |
| { | |
| "id": 282, | |
| "type": "LTXVCropGuides", | |
| "pos": [ | |
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| 5646.316015494602 | |
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| "size": [ | |
| 240, | |
| 66 | |
| ], | |
| "flags": {}, | |
| "order": 75, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "positive", | |
| "type": "CONDITIONING", | |
| "link": 537 | |
| }, | |
| { | |
| "name": "negative", | |
| "type": "CONDITIONING", | |
| "link": 538 | |
| }, | |
| { | |
| "name": "latent", | |
| "type": "LATENT", | |
| "link": 539 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "positive", | |
| "type": "CONDITIONING", | |
| "links": [ | |
| 541 | |
| ] | |
| }, | |
| { | |
| "name": "negative", | |
| "type": "CONDITIONING", | |
| "links": [ | |
| 542 | |
| ] | |
| }, | |
| { | |
| "name": "latent", | |
| "type": "LATENT", | |
| "slot_index": 2, | |
| "links": [ | |
| 534 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.3.68", | |
| "Node name for S&R": "LTXVCropGuides", | |
| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [], | |
| "color": "#233", | |
| "bgcolor": "#355" | |
| }, | |
| { | |
| "id": 283, | |
| "type": "RandomNoise", | |
| "pos": [ | |
| 1901.338516101679, | |
| 5355.683643632401 | |
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| "size": [ | |
| 270, | |
| 82 | |
| ], | |
| "flags": {}, | |
| "order": 10, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "NOISE", | |
| "type": "NOISE", | |
| "links": [ | |
| 545 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.3.75", | |
| "Node name for S&R": "RandomNoise", | |
| "enableTabs": false, | |
| "tabWidth": 65, | |
| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [ | |
| 0, | |
| "fixed" | |
| ], | |
| "color": "#233", | |
| "bgcolor": "#355" | |
| }, | |
| { | |
| "id": 284, | |
| "type": "CFGGuider", | |
| "pos": [ | |
| 1901.338516101679, | |
| 5477.538592735473 | |
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| "size": [ | |
| 270, | |
| 98 | |
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| "flags": {}, | |
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| { | |
| "name": "model", | |
| "type": "MODEL", | |
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| }, | |
| { | |
| "name": "positive", | |
| "type": "CONDITIONING", | |
| "link": 541 | |
| }, | |
| { | |
| "name": "negative", | |
| "type": "CONDITIONING", | |
| "link": 542 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "GUIDER", | |
| "type": "GUIDER", | |
| "links": [ | |
| 546 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.3.71", | |
| "Node name for S&R": "CFGGuider", | |
| "enableTabs": false, | |
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| "tabXOffset": 10, | |
| "hasSecondTab": false, | |
| "secondTabText": "Send Back", | |
| "secondTabOffset": 80, | |
| "secondTabWidth": 65 | |
| }, | |
| "widgets_values": [ | |
| 1 | |
| ], | |
| "color": "#233", | |
| "bgcolor": "#355" | |
| }, | |
| { | |
| "id": 285, | |
| "type": "ManualSigmas", | |
| "pos": [ | |
| 1902.6960245845003, | |
| 5613.96350790726 | |
| ], | |
| "size": [ | |
| 270, | |
| 58 | |
| ], | |
| "flags": {}, | |
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| "mode": 0, | |
| "inputs": [], | |
| "outputs": [], | |
| "title": "Model Links", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "## Model links\n\n**Models (dev)**\n\n- **BF16**: [ltx-2-19b-dev-model.safetensors](https://huggingface.co/vantagewithai/LTX-2-Split/resolve/main/model/ltx-2-19b-dev-model.safetensors?download=true)\n- **FP8**: [ltx-2-19b-dev-model-fp8.safetensors](https://huggingface.co/vantagewithai/LTX-2-Split/resolve/main/model/ltx-2-19b-dev-model-fp8.safetensors?download=true)\n- **GGUF**: [ltx-2-19b-dev-XX_X.gguf](https://huggingface.co/vantagewithai/LTX-2-GGUF/tree/main/dev)\n\n**Models (distilled)**\n\n- **BF16**: [ltx-2-19b-distilled-model.safetensors](https://huggingface.co/vantagewithai/LTX-2-Split/resolve/main/model/ltx-2-19b-distilled-model.safetensors?download=true)\n- **FP8**: [ltx-2-19b-distilled-model-fp8.safetensors](https://huggingface.co/vantagewithai/LTX-2-Split/resolve/main/model/ltx-2-19b-distilled-model-fp8.safetensors?download=true)\n- **GGUF**: [ltx-2-19b-distilled-XX_X.gguf](https://huggingface.co/vantagewithai/LTX-2-GGUF/tree/main/distilled)\n\n\n**text_encoders**\n\n- [gemma_3_12B_it.safetensors](https://huggingface.co/Comfy-Org/ltx-2/resolve/main/split_files/text_encoders/gemma_3_12B_it.safetensors)\n- [ltx-2-19b-text_encoder.safetensors](https://huggingface.co/vantagewithai/LTX-2-Split/resolve/main/text_encoder/ltx-2-19b-text_encoder.safetensors?download=true)\n\n**vae**\n\n- [ltx-2-19b-VAE.safetensors](https://huggingface.co/vantagewithai/LTX-2-Split/resolve/main/vae/ltx-2-19b-VAE.safetensors?download=true)\n- [ltx-2-19b-audio_vae.safetensors](https://huggingface.co/vantagewithai/LTX-2-Split/resolve/main/audio_vae/ltx-2-19b-audio_vae.safetensors?download=true)\n\n**loras**\n\n- [ltx-2-19b-lora-camera-control-dolly-left.safetensors](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-Left/resolve/main/ltx-2-19b-lora-camera-control-dolly-left.safetensors)\n- [ltx-2-19b-distilled-lora-384.safetensors](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-distilled-lora-384.safetensors)\n\n**latent_upscale_models**\n\n- [ltx-2-spatial-upscaler-x2-1.0.safetensors](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-spatial-upscaler-x2-1.0.safetensors)\n\n\nModel Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│ ├── 📂 checkpoints/\n│ │ └── ltx-2-19b-audio_vae.safetensors\n│ ├── 📂 diffusion_models/\n│ │ └── ltx-2-19b-dev-model.safetensors\n│ ├── 📂 text_encoders/\n│ │ ├── gemma_3_12B_it.safetensors\n│ │ └── ltx-2-19b-text_encoder.safetensors\n│ ├── 📂 vae/\n│ │ ├── ltx-2-19b-VAE.safetensors\n│ ├── 📂 loras/\n│ │ ├── ltx-2-19b-lora-camera-control-dolly-left.safetensors\n│ │ └── ltx-2-19b-distilled-lora-384.safetensors\n│ └── 📂 latent_upscale_models/\n│ └── ltx-2-spatial-upscaler-x2-1.0.safetensors\n```\n" | |
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| 244.03291478675146 | |
| ], | |
| "flags": {}, | |
| "order": 32, | |
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| "outputs": [], | |
| "title": "GGUF Loader Node", | |
| "properties": {}, | |
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| "As of the time of creating this workflow, confyUI-GGUF, does not support loading LTX-2 GGUF's, so you would need to use this custom node.\n\n[Vantage-Nodes](https://github.com/vantagewithai/Vantage-Nodes)\n\n\n## 📂 Installation\n\nClone into your ComfyUI `custom_nodes` directory:\n\n```bash\ncd ComfyUI/custom_nodes\ngit clone https://github.com/vantagewithai/Vantage-Nodes.git\npip install -r requirements.txt\n```\n\nRestart ComfyUI after installation.\n\n---" | |
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| { | |
| "name": "VAE", | |
| "type": "VAE", | |
| "links": [ | |
| 522 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.7.0", | |
| "Node name for S&R": "VAELoader" | |
| }, | |
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| "ltx-2-19b-VAE.safetensors" | |
| ], | |
| "color": "#322", | |
| "bgcolor": "#533" | |
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| "id": 330, | |
| "type": "LTXVAudioVAELoader", | |
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| 525 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.3.68", | |
| "Node name for S&R": "LTXVAudioVAELoader", | |
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| "name": "ltx-2-19b-dev-fp8.safetensors", | |
| "url": "https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-dev-fp8.safetensors", | |
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| "outputs": [ | |
| { | |
| "name": "*", | |
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| "title": "Set_audio_vae", | |
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| "audio_vae" | |
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| "title": "Set_VAE", | |
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| "color": "#322", | |
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| } | |
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| "properties": { | |
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| "ver": "0.7.0", | |
| "Node name for S&R": "DualCLIPLoader" | |
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| "outputs": [ | |
| { | |
| "name": "*", | |
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| } | |
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| "title": "Set_upscale_model", | |
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| "previousName": "" | |
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| "widgets_values": [ | |
| "upscale_model" | |
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| }, | |
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| "name": "MODEL", | |
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| "ver": "0.3.75", | |
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| "models": [ | |
| { | |
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| "url": "https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-distilled-lora-384.safetensors", | |
| "directory": "loras" | |
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| "type": "Fast Groups Bypasser (rgthree)", | |
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| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "MODEL", | |
| "type": "MODEL", | |
| "links": [ | |
| 623 | |
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| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.3.68", | |
| "Node name for S&R": "LoraLoaderModelOnly", | |
| "models": [ | |
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| "name": "ltx-2-19b-lora-camera-control-dolly-left.safetensors", | |
| "url": "https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-Left/resolve/main/ltx-2-19b-lora-camera-control-dolly-left.safetensors", | |
| "directory": "loras" | |
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| ], | |
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| "url": "https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-distilled-lora-384.safetensors", | |
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| "class_type": "CLIPTextEncode", | |
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| "8": { | |
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| "class_type": "KSamplerSelect", | |
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| "class_type": "LTXVScheduler", | |
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| "11": { | |
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| "class_type": "RandomNoise", | |
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| "title": "🅛🅣🅧 LTXV Audio VAE Loader" | |
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| "class_type": "LTXVAudioVAEDecode", | |
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| "title": "🅛🅣🅧 LTXV Audio VAE Decode" | |
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| "class_type": "VHS_VideoCombine", | |
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| "title": "Video Combine 🎥🅥🅗🅢" | |
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| "class_type": "MultimodalGuider", | |
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| "title": "🅛🅣🅧 Guider Parameters" | |
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| "class_type": "LTXVConditioning", | |
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| "title": "Float Constant" | |
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| "class_type": "LTXVEmptyLatentAudio", | |
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| "title": "INT Constant" | |
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| "class_type": "LTXVConcatAVLatent", | |
| "_meta": { | |
| "title": "🅛🅣🅧 LTXV Concat AV Latent" | |
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| "class_type": "LTXVSeparateAVLatent", | |
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| "title": "🅛🅣🅧 LTXV Separate AV Latent" | |
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| "class_type": "EmptyLTXVLatentVideo", | |
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| "title": "EmptyLTXVLatentVideo" | |
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| "VHS_latentpreviewrate": 0, | |
| "VHS_MetadataImage": true, | |
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