{ "id": "522dd9a7-0748-4c00-bbb5-4a749e2c947e", "revision": 0, "last_node_id": 458, "last_link_id": 826, "nodes": [ { "id": 191, "type": "SetNode", "pos": [ -1192.1449557155177, 4505.29158366836 ], "size": [ 341.93560325111844, 34 ], "flags": { "collapsed": true }, "order": 61, "mode": 0, "inputs": [ { "name": "LATENT_UPSCALE_MODEL", "type": "LATENT_UPSCALE_MODEL", "link": 425 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_upscale_model", "properties": { "previousName": "" }, "widgets_values": [ "upscale_model" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 193, "type": "LatentUpscaleModelLoader", "pos": [ -1192.1449557155177, 4449.879360896503 ], "size": [ 341.93560325111844, 73.19414812714422 ], "flags": {}, "order": 0, "mode": 0, "inputs": [], "outputs": [ { "name": "LATENT_UPSCALE_MODEL", "type": "LATENT_UPSCALE_MODEL", "links": [ 425 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.7.0", "Node name for S&R": "LatentUpscaleModelLoader", "models": [ { "name": "ltx-2-spatial-upscaler-x2-1.0.safetensors", "url": "https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-spatial-upscaler-x2-1.0.safetensors", "directory": "latent_upscale_models" } ], "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ "ltx-2-spatial-upscaler-x2-1.0.safetensors" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 194, "type": "SetNode", "pos": [ -1192.1449557155177, 4193.815436478343 ], "size": [ 341.93560325111844, 34 ], "flags": { "collapsed": true }, "order": 77, "mode": 0, "inputs": [ { "name": "VAE", "type": "VAE", "link": 427 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_vae", "properties": { "previousName": "" }, "widgets_values": [ "vae" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 196, "type": "SetNode", "pos": [ -1192.1449557155177, 4350.0435746952435 ], "size": [ 341.93560325111844, 34 ], "flags": { "collapsed": true }, "order": 71, "mode": 0, "inputs": [ { "name": "VAE", "type": "VAE", "link": 428 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_vae_audio", "properties": { "previousName": "" }, "widgets_values": [ "vae_audio" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 207, "type": "SetNode", "pos": [ -1146.6251218543455, 4834.2926091952495 ], "size": [ 210, 34 ], "flags": { "collapsed": true }, "order": 65, "mode": 0, "inputs": [ { "name": "INT", "type": "INT", "link": 433 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_width", "properties": { "previousName": "" }, "widgets_values": [ "width" ], "color": "#1b4669", "bgcolor": "#29699c" }, { "id": 208, "type": "SetNode", "pos": [ -916.1163436261756, 4819.105767070013 ], "size": [ 210, 34 ], "flags": { "collapsed": true }, "order": 66, "mode": 0, "inputs": [ { "name": "INT", "type": "INT", "link": 434 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_height", "properties": { "previousName": "" }, "widgets_values": [ "height" ], "color": "#1b4669", "bgcolor": "#29699c" }, { "id": 210, "type": "SetNode", "pos": [ -452.10229902812216, 4819.692704319163 ], "size": [ 210, 34 ], "flags": { "collapsed": true }, "order": 74, "mode": 0, "inputs": [ { "name": "FLOAT", "type": "FLOAT", "link": 436 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_fps", "properties": { "previousName": "" }, "widgets_values": [ "fps" ], "color": "#346434", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 215, "type": "GetNode", "pos": [ -215.61442694053864, 4059.053656913144 ], "size": [ 519.6844524585435, 60 ], "flags": { "collapsed": true }, "order": 1, "mode": 0, "inputs": [], "outputs": [ { "name": "CLIP", "type": "CLIP", "links": [ 437, 438 ] } ], "title": "Get_clip", "properties": {}, "widgets_values": [ "clip" ], "color": "#c09430", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 224, "type": "SetNode", "pos": [ -34.015984753133914, 4605.332986187602 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 93, "mode": 0, "inputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "link": 448 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_positive", "properties": { "previousName": "positive" }, "widgets_values": [ "positive" ], "color": "#38291f", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 225, "type": "SetNode", "pos": [ -73.56765375387958, 4620.614140572393 ], "size": [ 210, 58 ], "flags": { "collapsed": true }, "order": 94, "mode": 0, "inputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "link": 449 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_negative", "properties": { "previousName": "negative" }, "widgets_values": [ "negative" ], "color": "#38291f", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 222, "type": "GetNode", "pos": [ -72.44174109207863, 4618.22759613744 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 2, "mode": 0, "inputs": [], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [ 446 ] } ], "title": "Get_fps", "properties": {}, "widgets_values": [ "fps" ], "color": "#346434", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 216, "type": "GetNode", "pos": [ -169.78029777995172, 3834.179714513304 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 3, "mode": 0, "inputs": [], "outputs": [ { "name": "VAE", "type": "VAE", "links": [ 439 ] } ], "title": "Get_vae_audio", "properties": {}, "widgets_values": [ "vae_audio" ], "color": "#af3535", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 107, "type": "LTXVConditioning", "pos": [ -99.27367541426518, 4572.163494501755 ], "size": [ 270, 86.66666666666667 ], "flags": {}, "order": 82, "mode": 0, "inputs": [ { "name": "positive", "type": "CONDITIONING", "link": 286 }, { "name": "negative", "type": "CONDITIONING", "link": 287 }, { "name": "frame_rate", "type": "FLOAT", "widget": { "name": "frame_rate" }, "link": 446 } ], "outputs": [ { "name": "positive", "type": "CONDITIONING", "links": [ 448 ] }, { "name": "negative", "type": "CONDITIONING", "links": [ 449 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.56", "Node name for S&R": "LTXVConditioning", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ 24 ] }, { "id": 190, "type": "MarkdownNote", "pos": [ -1629.6430599678472, 3648.0104300986054 ], "size": [ 380, 140 ], "flags": { "collapsed": false }, "order": 4, "mode": 0, "inputs": [], "outputs": [], "title": "About Size", "properties": {}, "widgets_values": [ "Width & height settings must be divisible by 32 + 1. \nFrame count must be divisible by 8 + 1. \n\n\nRunning with invalid parameters **will not cause errors**. Instead, the flow will silently choose the closest valid parameters. \n\nBy default, we are using 720p resolution. You can try 1920*1088 if you have a powerful GPU." ], "color": "#222", "bgcolor": "#000" }, { "id": 203, "type": "MarkdownNote", "pos": [ -1626.094416261833, 3521.2480122660386 ], "size": [ 382.280702747692, 89.8245395507779 ], "flags": { "collapsed": false }, "order": 5, "mode": 0, "inputs": [], "outputs": [], "title": "About Models", "properties": {}, "widgets_values": [ "Download models from here:\n\n\nhttps://huggingface.co/Kijai/LTXV2_comfy" ], "color": "#222", "bgcolor": "#000" }, { "id": 352, "type": "SimpleCalculatorKJ", "pos": [ -712.7027824015378, 4836.974174374557 ], "size": [ 400, 74 ], "flags": { "collapsed": true }, "order": 76, "mode": 0, "inputs": [ { "label": "a", "name": "variables.a", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": 644 }, { "label": "b", "name": "variables.b", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": 645 }, { "label": "c", "name": "variables.c", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": null } ], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": null }, { "name": "INT", "type": "INT", "links": [ 646 ] }, { "name": "BOOLEAN", "type": "BOOLEAN", "links": null } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "50a0837f9aea602b184bbf6dbabf66ed2c7a1d22", "Node name for S&R": "SimpleCalculatorKJ" }, "widgets_values": [ "1+ 8*(round(a*b)/8)" ] }, { "id": 209, "type": "SetNode", "pos": [ -723.5663737459453, 4831.608905904013 ], "size": [ 210, 50 ], "flags": { "collapsed": true }, "order": 75, "mode": 0, "inputs": [ { "name": "INT", "type": "INT", "link": 643 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_ext_seconds", "properties": { "previousName": "ext_seconds" }, "widgets_values": [ "ext_seconds" ], "color": "#1b4669", "bgcolor": "#29699c" }, { "id": 304, "type": "MarkdownNote", "pos": [ 15.319002653322652, 4756.936930431383 ], "size": [ 308.92990860967393, 112.7278706324887 ], "flags": { "collapsed": false }, "order": 6, "mode": 0, "inputs": [], "outputs": [], "title": "REFERENCE FRAMES", "properties": {}, "widgets_values": [ "Set how many frames from the input video to use as guide reference. LTX official recommend a minimum 73 frames (around 3 seconds in 24fps), maximum 505 frames (around 21 seconds in 24fps). \n\nAlthough you can get decent results 1 second as well (ref frames = fps +1 )" ], "color": "#008181", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 310, "type": "SetNode", "pos": [ -218.78255906898013, 4827.121313354848 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 64, "mode": 0, "inputs": [ { "name": "INT", "type": "INT", "link": 567 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_ref_frames", "properties": { "previousName": "ref_frames" }, "widgets_values": [ "ref_frames" ] }, { "id": 305, "type": "INTConstant", "pos": [ -242.79733393506078, 4800.150719062453 ], "size": [ 231.33702383205195, 58 ], "flags": {}, "order": 7, "mode": 0, "inputs": [], "outputs": [ { "name": "value", "type": "INT", "links": [ 567 ] } ], "title": "INPUT REF. FRAMES", "properties": { "cnr_id": "comfyui-kjnodes", "ver": "f91daf93293ab7fb28836159595a5b088c86313a", "Node name for S&R": "INTConstant" }, "widgets_values": [ 73 ], "color": "#008181", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 212, "type": "INTConstant", "pos": [ -1194.8734393300351, 4800.056778510082 ], "size": [ 210, 58 ], "flags": {}, "order": 8, "mode": 0, "inputs": [], "outputs": [ { "name": "value", "type": "INT", "links": [ 433 ] } ], "title": "WIDTH", "properties": { "cnr_id": "comfyui-kjnodes", "ver": "93a4fba44c1635a716dc262f157a7ded7d716f3a", "Node name for S&R": "INTConstant" }, "widgets_values": [ 1280 ], "color": "#006691", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 213, "type": "INTConstant", "pos": [ -970.6468175352815, 4800.848311764904 ], "size": [ 210, 58 ], "flags": {}, "order": 9, "mode": 0, "inputs": [], "outputs": [ { "name": "value", "type": "INT", "links": [ 434 ] } ], "title": "HEIGHT", "properties": { "cnr_id": "comfyui-kjnodes", "ver": "93a4fba44c1635a716dc262f157a7ded7d716f3a", "Node name for S&R": "INTConstant" }, "widgets_values": [ 720 ], "color": "#006691", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 197, "type": "SetNode", "pos": [ -1078.919846107403, 3593.359310154037 ], "size": [ 210, 34 ], "flags": { "collapsed": true }, "order": 95, "mode": 0, "inputs": [ { "name": "MODEL", "type": "MODEL", "link": 429 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_model", "properties": { "previousName": "" }, "widgets_values": [ "model" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 202, "type": "UnetLoaderGGUF", "pos": [ -1195.8510235146236, 3565.6092177451915 ], "size": [ 353.4794223223953, 79.70464980382258 ], "flags": { "collapsed": false }, "order": 10, "mode": 0, "inputs": [], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 432 ] } ], "properties": { "cnr_id": "ComfyUI-GGUF", "ver": "6ea2651e7df66d7585f6ffee804b20e92fb38b8a", "Node name for S&R": "UnetLoaderGGUF" }, "widgets_values": [ "LTXvideo\\LTX-2\\ltx-2-19b-dev_Q8_0.gguf" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)", "ndSuperSelectorEnabled": false, "ndPowerEnabled": false }, { "id": 226, "type": "GetNode", "pos": [ 387.4771278668725, 4356.476736889472 ], "size": [ 270, 60 ], "flags": { "collapsed": true }, "order": 11, "mode": 0, "inputs": [], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 450 ] } ], "title": "Get_positive", "properties": {}, "widgets_values": [ "positive" ], "color": "#38291f", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 227, "type": "GetNode", "pos": [ 387.4771278668725, 4348.9972150665535 ], "size": [ 270, 60 ], "flags": { "collapsed": true }, "order": 12, "mode": 0, "inputs": [], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 451 ] } ], "title": "Get_negative", "properties": {}, "widgets_values": [ "negative" ], "color": "#38291f", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 164, "type": "BasicScheduler", "pos": [ 387.4771278668725, 4152.133228861752 ], "size": [ 270, 106 ], "flags": { "collapsed": false }, "order": 88, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 682 } ], "outputs": [ { "name": "SIGMAS", "type": "SIGMAS", "links": [ 367 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.9.1", "Node name for S&R": "BasicScheduler" }, "widgets_values": [ "simple", 8, 1 ], "color": "#006691", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 129, "type": "CFGGuider", "pos": [ 387.4771278668725, 4311.8717052270795 ], "size": [ 270, 106.66666666666667 ], "flags": {}, "order": 89, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 683 }, { "name": "positive", "type": "CONDITIONING", "link": 450 }, { "name": "negative", "type": "CONDITIONING", "link": 451 } ], "outputs": [ { "name": "GUIDER", "type": "GUIDER", "links": [ 260 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.64", "Node name for S&R": "CFGGuider", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ 1 ], "color": "#006691", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 110, "type": "CLIPTextEncode", "pos": [ -215.61442694053864, 4385.797978629332 ], "size": [ 519.6844524585435, 126.19839974689512 ], "flags": {}, "order": 63, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 438 } ], "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, out of focus, overexposed, underexposed, low contrast, washed out colors, excessive noise, grainy texture, poor lighting, flickering, motion blur, distorted proportions, unnatural skin tones, deformed facial features, asymmetrical face, missing facial features, extra limbs, disfigured hands, wrong hand count, artifacts around text, unreadable text on shirt or hat, incorrect lettering on cap (“PNTR”), incorrect t-shirt slogan (“JUST DO IT”), missing microphone, misplaced microphone, inconsistent perspective, camera shake, incorrect depth of field, background too sharp, background clutter, distracting reflections, harsh shadows, inconsistent lighting direction, color banding, cartoonish rendering, 3D CGI look, unrealistic materials, uncanny valley effect, incorrect ethnicity, wrong gender, exaggerated expressions, smiling, laughing, exaggerated sadness, wrong gaze direction, eyes looking at camera, mismatched lip sync, silent or muted audio, distorted voice, robotic voice, echo, background noise, off-sync audio, missing sniff sounds, incorrect dialogue, added dialogue, repetitive speech, jittery movement, awkward pauses, incorrect timing, unnatural transitions, inconsistent framing, tilted camera, missing door or shelves, missing shallow depth of field, flat lighting, inconsistent tone, cinematic oversaturation, stylized filters, or AI artifacts." ], "color": "#422342", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 369, "type": "GetNode", "pos": [ 395.06616625981803, 3790.2248921465784 ], "size": [ 270, 60 ], "flags": { "collapsed": true }, "order": 13, "mode": 0, "inputs": [], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 677 ] } ], "title": "Get_model", "properties": {}, "widgets_values": [ "model" ] }, { "id": 221, "type": "GetNode", "pos": [ -756.9297814013111, 4086.3686698024603 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 14, "mode": 0, "inputs": [], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [ 583 ] } ], "title": "Get_fps", "properties": {}, "widgets_values": [ "fps" ], "color": "#346434", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 328, "type": "SetNode", "pos": [ -500.3797973179682, 4058.508721323432 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 96, "mode": 0, "inputs": [ { "name": "IMAGE", "type": "IMAGE", "link": 684 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_ref_video", "properties": { "previousName": "ref_video" }, "widgets_values": [ "ref_video" ], "color": "#006691", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 386, "type": "SimpleCalculatorKJ", "pos": [ -785.5825562135765, 3629.886865871356 ], "size": [ 400, 74 ], "flags": { "collapsed": true }, "order": 104, "mode": 0, "inputs": [ { "label": "a", "name": "variables.a", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": 711 }, { "label": "b", "name": "variables.b", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": 712 }, { "label": "c", "name": "variables.c", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": null } ], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [ 713 ] }, { "name": "INT", "type": "INT", "links": null }, { "name": "BOOLEAN", "type": "BOOLEAN", "links": null } ], "title": "start audio at", "properties": { "cnr_id": "comfyui-kjnodes", "ver": "50a0837f9aea602b184bbf6dbabf66ed2c7a1d22", "Node name for S&R": "SimpleCalculatorKJ" }, "widgets_values": [ "a - b" ] }, { "id": 407, "type": "SetNode", "pos": [ -1192.1449557155177, 4597.723996421382 ], "size": [ 341.93560325111844, 60 ], "flags": { "collapsed": true }, "order": 70, "mode": 0, "inputs": [ { "name": "VAE", "type": "VAE", "link": 752 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_vae_tiny", "properties": { "previousName": "vae_tiny" }, "widgets_values": [ "vae_tiny" ] }, { "id": 408, "type": "GetNode", "pos": [ 395.06616625981803, 3784.491911190666 ], "size": [ 270, 60 ], "flags": { "collapsed": true }, "order": 15, "mode": 0, "inputs": [], "outputs": [ { "name": "VAE", "type": "VAE", "links": [ 753 ] } ], "title": "Get_vae_tiny", "properties": {}, "widgets_values": [ "vae_tiny" ] }, { "id": 294, "type": "SetNode", "pos": [ -500.3797973179682, 4404.31711780005 ], "size": [ 210, 50 ], "flags": { "collapsed": true }, "order": 111, "mode": 0, "inputs": [ { "name": "IMAGE", "type": "IMAGE", "link": 694 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_ref_image", "properties": { "previousName": "" }, "widgets_values": [ "ref_image" ], "color": "#006691", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 206, "type": "LoraLoaderModelOnly", "pos": [ -1201.1119427758063, 3695.9421329006877 ], "size": [ 350.9069033720766, 82 ], "flags": {}, "order": 67, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 432 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 681 ] } ], "title": "Distill lora (bypass if using distill model above)", "properties": { "cnr_id": "comfy-core", "ver": "0.3.75", "Node name for S&R": "LoraLoaderModelOnly", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "models": [ { "name": "ltx-2-19b-distilled-lora-384.safetensors", "url": "https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-distilled-lora-384.safetensors", "directory": "loras" } ] }, "widgets_values": [ "LTX\\v2\\ltx-2-19b-distilled-lora_resized_dynamic_fro09_avg_rank_175_bf16.safetensors", 0.6 ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)", "ndSuperSelectorEnabled": false, "ndPowerEnabled": false }, { "id": 370, "type": "VAELoader", "pos": [ -1192.1449557155177, 4577.366590544392 ], "size": [ 341.93560325111844, 58 ], "flags": {}, "order": 16, "mode": 0, "inputs": [], "outputs": [ { "name": "VAE", "type": "VAE", "links": [ 752 ] } ], "title": "Tiny Vae (for sample preview)", "properties": { "cnr_id": "comfy-core", "ver": "0.12.3", "Node name for S&R": "VAELoader" }, "widgets_values": [ "taeltx_2.safetensors" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)", "ndSuperSelectorEnabled": false, "ndPowerEnabled": false }, { "id": 200, "type": "VAELoaderKJ", "pos": [ -1192.1449557155177, 4289.224229090055 ], "size": [ 341.93560325111844, 110.28381432699462 ], "flags": {}, "order": 17, "mode": 0, "inputs": [], "outputs": [ { "name": "VAE", "type": "VAE", "links": [ 428 ] } ], "title": "VAELoader KJ (audio vae)", "properties": { "cnr_id": "comfyui-kjnodes", "ver": "487c7d86a0230aae3d8c0a37d517159b73834f85", "Node name for S&R": "VAELoaderKJ" }, "widgets_values": [ "LTX2_audio_vae_bf16_KJ.safetensors", "main_device", "bf16" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)", "ndSuperSelectorEnabled": false, "ndPowerEnabled": false }, { "id": 405, "type": "SimpleCalculatorKJ", "pos": [ 1768.6649307580792, 4157.008568235446 ], "size": [ 210, 74 ], "flags": { "collapsed": true }, "order": 72, "mode": 0, "inputs": [ { "label": "a", "name": "variables.a", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": 748 }, { "label": "b", "name": "variables.b", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": null } ], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [ 749 ] }, { "name": "INT", "type": "INT", "links": null }, { "name": "BOOLEAN", "type": "BOOLEAN", "links": null } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "50a0837f9aea602b184bbf6dbabf66ed2c7a1d22", "Node name for S&R": "SimpleCalculatorKJ" }, "widgets_values": [ "a" ] }, { "id": 395, "type": "GetNode", "pos": [ 1770.9178801950939, 4155.217540265751 ], "size": [ 210, 58 ], "flags": { "collapsed": true }, "order": 18, "mode": 0, "inputs": [], "outputs": [ { "name": "INT", "type": "INT", "links": [ 748 ] } ], "title": "Get_ext_seconds", "properties": {}, "widgets_values": [ "ext_seconds" ] }, { "id": 384, "type": "SimpleCalculatorKJ", "pos": [ -774.785294732774, 3639.221574881052 ], "size": [ 400, 74 ], "flags": { "collapsed": true }, "order": 100, "mode": 0, "inputs": [ { "label": "a", "name": "variables.a", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": 709 }, { "label": "b", "name": "variables.b", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": 710 }, { "label": "c", "name": "variables.c", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": null } ], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [ 712, 714, 730 ] }, { "name": "INT", "type": "INT", "links": null }, { "name": "BOOLEAN", "type": "BOOLEAN", "links": null } ], "title": "overlap in seconds", "properties": { "cnr_id": "comfyui-kjnodes", "ver": "50a0837f9aea602b184bbf6dbabf66ed2c7a1d22", "Node name for S&R": "SimpleCalculatorKJ" }, "widgets_values": [ "a / b" ] }, { "id": 397, "type": "SetNode", "pos": [ -749.834457282842, 3666.722377016279 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 105, "mode": 0, "inputs": [ { "name": "FLOAT", "type": "FLOAT", "link": 730 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_overlap_seconds", "properties": { "previousName": "overlap_seconds" }, "widgets_values": [ "overlap_seconds" ] }, { "id": 250, "type": "LTXVSeparateAVLatent", "pos": [ 718.3991581989746, 3637.086335472571 ], "size": [ 270, 46 ], "flags": {}, "order": 117, "mode": 0, "inputs": [ { "name": "av_latent", "type": "LATENT", "link": 504 } ], "outputs": [ { "name": "video_latent", "type": "LATENT", "links": [ 467 ] }, { "name": "audio_latent", "type": "LATENT", "links": [ 471 ] } ], "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": 242, "type": "GetNode", "pos": [ 1060.2198237024288, 3653.685435120804 ], "size": [ 270, 34 ], "flags": { "collapsed": true }, "order": 19, "mode": 0, "inputs": [], "outputs": [ { "name": "LATENT_UPSCALE_MODEL", "type": "LATENT_UPSCALE_MODEL", "links": [ 468 ] } ], "title": "Get_upscale_model", "properties": {}, "widgets_values": [ "upscale_model" ] }, { "id": 244, "type": "GetNode", "pos": [ 1060.2198237024288, 3685.58347841692 ], "size": [ 270, 34 ], "flags": { "collapsed": true }, "order": 20, "mode": 0, "inputs": [], "outputs": [ { "name": "VAE", "type": "VAE", "links": [ 469 ] } ], "title": "Get_vae", "properties": {}, "widgets_values": [ "vae" ], "color": "#af3535", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 220, "type": "GetNode", "pos": [ 1815.9289775736388, 3669.1977543205426 ], "size": [ 400, 60 ], "flags": { "collapsed": true }, "order": 21, "mode": 0, "inputs": [], "outputs": [ { "name": "VAE", "type": "VAE", "links": [ 444 ] } ], "title": "Get_vae", "properties": {}, "widgets_values": [ "vae" ] }, { "id": 113, "type": "SamplerCustomAdvanced", "pos": [ 704.4000033313431, 3738.185027197748 ], "size": [ 282.3666532315581, 271.48176348600833 ], "flags": {}, "order": 116, "mode": 0, "inputs": [ { "name": "noise", "type": "NOISE", "link": 259 }, { "name": "guider", "type": "GUIDER", "link": 260 }, { "name": "sampler", "type": "SAMPLER", "link": 261 }, { "name": "sigmas", "type": "SIGMAS", "link": 367 }, { "name": "latent_image", "type": "LATENT", "link": 263 } ], "outputs": [ { "name": "output", "type": "LATENT", "links": [] }, { "name": "denoised_output", "type": "LATENT", "links": [ 504 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.60", "Node name for S&R": "SamplerCustomAdvanced", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [] }, { "id": 392, "type": "GetNode", "pos": [ 1764.766440006865, 4150.409953960277 ], "size": [ 400, 60 ], "flags": { "collapsed": true }, "order": 22, "mode": 0, "inputs": [], "outputs": [ { "name": "AUDIO", "type": "AUDIO", "links": [ 723 ] } ], "title": "Get_ref_audio", "properties": {}, "widgets_values": [ "ref_audio" ] }, { "id": 406, "type": "GetNode", "pos": [ 2196.146255254849, 3567.3152301354626 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 23, "mode": 0, "inputs": [], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [ 751 ] } ], "title": "Get_fps", "properties": {}, "widgets_values": [ "fps" ] }, { "id": 219, "type": "GetNode", "pos": [ 1811.8234867539466, 3900.8913302404862 ], "size": [ 210, 58 ], "flags": { "collapsed": true }, "order": 24, "mode": 0, "inputs": [], "outputs": [ { "name": "VAE", "type": "VAE", "links": [ 787 ] } ], "title": "Get_vae_audio", "properties": {}, "widgets_values": [ "vae_audio" ] }, { "id": 326, "type": "GetNode", "pos": [ 1792.1665312924022, 4315.781615970386 ], "size": [ 210, 58 ], "flags": { "collapsed": true }, "order": 25, "mode": 0, "inputs": [], "outputs": [ { "name": "INT", "type": "INT", "links": [ 739 ] } ], "title": "Get_ref_frames", "properties": {}, "widgets_values": [ "ref_frames" ], "color": "#1b4669", "bgcolor": "#29699c" }, { "id": 223, "type": "GetNode", "pos": [ 165.76841358022006, 3672.1068740208575 ], "size": [ 210, 58 ], "flags": { "collapsed": true }, "order": 26, "mode": 0, "inputs": [], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [ 447 ] } ], "title": "Get_fps", "properties": {}, "widgets_values": [ "fps" ] }, { "id": 357, "type": "SimpleCalculatorKJ", "pos": [ 111.24888321549874, 3761.763885621082 ], "size": [ 210, 74 ], "flags": { "collapsed": true }, "order": 90, "mode": 0, "inputs": [ { "label": "a", "name": "variables.a", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": 652 }, { "label": "b", "name": "variables.b", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": 685 }, { "label": "c", "name": "variables.c", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": null } ], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [ 653, 654 ] }, { "name": "INT", "type": "INT", "links": null }, { "name": "BOOLEAN", "type": "BOOLEAN", "links": null } ], "title": "Ref + extend = end time", "properties": { "cnr_id": "comfyui-kjnodes", "ver": "50a0837f9aea602b184bbf6dbabf66ed2c7a1d22", "Node name for S&R": "SimpleCalculatorKJ" }, "widgets_values": [ "a + b" ] }, { "id": 356, "type": "GetNode", "pos": [ 119.43245039426202, 3710.1624054120352 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 27, "mode": 0, "inputs": [], "outputs": [ { "name": "INT", "type": "INT", "links": [ 652 ] } ], "title": "Get_ext_seconds", "properties": {}, "widgets_values": [ "ext_seconds" ] }, { "id": 361, "type": "SimpleCalculatorKJ", "pos": [ 152.15237509569957, 3697.1827049831795 ], "size": [ 210, 74 ], "flags": { "collapsed": true }, "order": 73, "mode": 0, "inputs": [ { "label": "a", "name": "variables.a", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": 747 }, { "label": "b", "name": "variables.b", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": 659 }, { "label": "c", "name": "variables.c", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": null } ], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [ 660, 661, 685 ] }, { "name": "INT", "type": "INT", "links": null }, { "name": "BOOLEAN", "type": "BOOLEAN", "links": null } ], "title": "ref in seconds", "properties": { "cnr_id": "comfyui-kjnodes", "ver": "50a0837f9aea602b184bbf6dbabf66ed2c7a1d22", "Node name for S&R": "SimpleCalculatorKJ" }, "widgets_values": [ "a / b" ] }, { "id": 404, "type": "GetNode", "pos": [ 93.64647851850239, 3709.4554053080965 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 28, "mode": 0, "inputs": [], "outputs": [ { "name": "INT", "type": "INT", "links": [ 747 ] } ], "title": "Get_ref_frames", "properties": {}, "widgets_values": [ "ref_frames" ] }, { "id": 362, "type": "GetNode", "pos": [ 164.6559527151292, 3727.2847921251837 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 29, "mode": 0, "inputs": [], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [ 659 ] } ], "title": "Get_fps", "properties": {}, "widgets_values": [ "fps" ] }, { "id": 201, "type": "DualCLIPLoader", "pos": [ -1572.130729551316, 4036.507483551789 ], "size": [ 341.93560325111844, 130 ], "flags": { "collapsed": true }, "order": 30, "mode": 0, "inputs": [], "outputs": [ { "name": "CLIP", "type": "CLIP", "links": [] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "DualCLIPLoader" }, "widgets_values": [ "gemma_3_12B_it_fp8_scaled.safetensors", "ltx-2-19b-embeddings_connector_distill_bf16.safetensors", "ltxv", "default" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)", "ndSuperSelectorEnabled": false, "ndPowerEnabled": false }, { "id": 192, "type": "SetNode", "pos": [ -1192.1449557155177, 4055.8493280402326 ], "size": [ 341.93560325111844, 34 ], "flags": { "collapsed": true }, "order": 78, "mode": 0, "inputs": [ { "name": "CLIP", "type": "CLIP", "link": 793 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_clip", "properties": { "previousName": "" }, "widgets_values": [ "clip" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 199, "type": "LTXVChunkFeedForward", "pos": [ -1185.1986080080783, 3825.208453585075 ], "size": [ 335.8289887182674, 91.65877613647535 ], "flags": {}, "order": 83, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 681 } ], "outputs": [ { "name": "model", "type": "MODEL", "links": [ 429 ] } ], "title": "LTXV Chunk FeedForward (optional)", "properties": { "cnr_id": "comfyui-kjnodes", "ver": "4cb4ede5c3a4cebc14bb63b49b62f03cd16d44a5", "Node name for S&R": "LTXVChunkFeedForward" }, "widgets_values": [ 2, 4096 ], "color": "#006691", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 217, "type": "GetNode", "pos": [ -163.0016798959652, 3661.250605366033 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 31, "mode": 0, "inputs": [], "outputs": [ { "name": "VAE", "type": "VAE", "links": [ 440 ] } ], "title": "Get_vae", "properties": {}, "widgets_values": [ "vae" ] }, { "id": 382, "type": "VHS_VideoInfo", "pos": [ -742.6390174029806, 3633.0122305657474 ], "size": [ 234.931640625, 206 ], "flags": { "collapsed": true }, "order": 86, "mode": 0, "inputs": [ { "name": "video_info", "type": "VHS_VIDEOINFO", "link": 707 } ], "outputs": [ { "name": "source_fps🟨", "type": "FLOAT", "links": null }, { "name": "source_frame_count🟨", "type": "INT", "links": null }, { "name": "source_duration🟨", "type": "FLOAT", "links": null }, { "name": "source_width🟨", "type": "INT", "links": null }, { "name": "source_height🟨", "type": "INT", "links": null }, { "name": "loaded_fps🟦", "type": "FLOAT", "links": [ 710 ] }, { "name": "loaded_frame_count🟦", "type": "INT", "links": null }, { "name": "loaded_duration🟦", "type": "FLOAT", "links": [ 711 ] }, { "name": "loaded_width🟦", "type": "INT", "links": null }, { "name": "loaded_height🟦", "type": "INT", "links": null } ], "properties": { "cnr_id": "comfyui-videohelpersuite", "ver": "993082e4f2473bf4acaf06f51e33877a7eb38960", "Node name for S&R": "VHS_VideoInfo" }, "widgets_values": {} }, { "id": 380, "type": "GetNode", "pos": [ -781.9970650503585, 3761.224201326205 ], "size": [ 210, 58 ], "flags": { "collapsed": true }, "order": 32, "mode": 0, "inputs": [], "outputs": [ { "name": "INT", "type": "INT", "links": [ 705, 709 ] } ], "title": "Get_ref_frames", "properties": {}, "widgets_values": [ "ref_frames" ] }, { "id": 214, "type": "PrimitiveFloat", "pos": [ -520.9089943071874, 4798.113140279477 ], "size": [ 210, 58 ], "flags": {}, "order": 33, "mode": 0, "inputs": [], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [ 436, 645 ] } ], "title": "FPS", "properties": { "cnr_id": "comfy-core", "ver": "0.9.2", "Node name for S&R": "PrimitiveFloat" }, "widgets_values": [ 24 ], "color": "#006691", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 293, "type": "GetNode", "pos": [ -500.3797973179682, 3996.9133437203855 ], "size": [ 210, 34 ], "flags": { "collapsed": true }, "order": 34, "mode": 0, "inputs": [], "outputs": [ { "name": "INT", "type": "INT", "links": [ 536 ] } ], "title": "Get_height", "properties": {}, "widgets_values": [ "height" ], "color": "#1b4669", "bgcolor": "#29699c" }, { "id": 292, "type": "GetNode", "pos": [ -500.3797973179682, 4148.991654711484 ], "size": [ 210, 34 ], "flags": { "collapsed": true }, "order": 35, "mode": 0, "inputs": [], "outputs": [ { "name": "INT", "type": "INT", "links": [ 535 ] } ], "title": "Get_width", "properties": {}, "widgets_values": [ "width" ], "color": "#1b4669", "bgcolor": "#29699c" }, { "id": 349, "type": "SetNode", "pos": [ -727.7473766915715, 4831.628640885875 ], "size": [ 210, 50 ], "flags": { "collapsed": true }, "order": 91, "mode": 0, "inputs": [ { "name": "INT", "type": "INT", "link": 646 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_extended_frames", "properties": { "previousName": "extended_frames" }, "widgets_values": [ "extended_frames" ], "color": "#1b4669", "bgcolor": "#29699c" }, { "id": 211, "type": "INTConstant", "pos": [ -745.1770231414157, 4802.060575560034 ], "size": [ 212.562109375, 58 ], "flags": {}, "order": 36, "mode": 0, "inputs": [], "outputs": [ { "name": "value", "type": "INT", "links": [ 643, 644 ] } ], "title": "EXTENSION (in seconds)", "properties": { "cnr_id": "comfyui-kjnodes", "ver": "93a4fba44c1635a716dc262f157a7ded7d716f3a", "Node name for S&R": "INTConstant" }, "widgets_values": [ 10 ], "color": "#006691", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 204, "type": "UNETLoader", "pos": [ -1554.043997744393, 4080.5492617080295 ], "size": [ 320.66467204536764, 89.41528260002815 ], "flags": { "collapsed": true }, "order": 37, "mode": 0, "inputs": [], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "UNETLoader" }, "widgets_values": [ "LTXVideo\\v2\\ltx-2-19b-distilled-fp8_transformer_only.safetensors", "default" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)", "ndSuperSelectorEnabled": false, "ndPowerEnabled": false }, { "id": 440, "type": "GetImageRangeFromBatch", "pos": [ -502.8571410679683, 4379.608664836919 ], "size": [ 214.9546875, 102 ], "flags": { "collapsed": true }, "order": 103, "mode": 0, "inputs": [ { "name": "images", "shape": 7, "type": "IMAGE", "link": 801 }, { "name": "masks", "shape": 7, "type": "MASK", "link": null } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 802 ] }, { "name": "MASK", "type": "MASK", "links": null } ], "title": "FIRST FRAME", "properties": { "cnr_id": "comfyui-kjnodes", "ver": "50a0837f9aea602b184bbf6dbabf66ed2c7a1d22", "Node name for S&R": "GetImageRangeFromBatch" }, "widgets_values": [ 0, 1 ] }, { "id": 245, "type": "LTXVLatentUpsampler", "pos": [ 1060.2198237024288, 3626.426216220464 ], "size": [ 270, 81.02629601803119 ], "flags": {}, "order": 118, "mode": 0, "inputs": [ { "name": "samples", "type": "LATENT", "link": 467 }, { "name": "upscale_model", "type": "LATENT_UPSCALE_MODEL", "link": 468 }, { "name": "vae", "type": "VAE", "link": 469 } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "links": [ 805 ] } ], "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": 442, "type": "GetNode", "pos": [ 1105.8808818029997, 3794.153536622539 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 38, "mode": 0, "inputs": [], "outputs": [ { "name": "VAE", "type": "VAE", "links": [ 804 ] } ], "title": "Get_vae", "properties": {}, "widgets_values": [ "vae" ] }, { "id": 439, "type": "GetNode", "pos": [ 1130.1962985361006, 3798.514138573868 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 39, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 803 ] } ], "title": "Get_ref_image", "properties": {}, "widgets_values": [ "ref_image" ] }, { "id": 248, "type": "GetNode", "pos": [ 1090.575977274209, 4333.5314170506535 ], "size": [ 270, 34 ], "flags": { "collapsed": true }, "order": 40, "mode": 0, "inputs": [], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 477 ] } ], "title": "Get_negative", "properties": {}, "widgets_values": [ "negative" ], "color": "#38291f", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 247, "type": "GetNode", "pos": [ 1090.575977274209, 4322.180904671964 ], "size": [ 270, 34 ], "flags": { "collapsed": true }, "order": 41, "mode": 0, "inputs": [], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 476 ] } ], "title": "Get_positive", "properties": {}, "widgets_values": [ "positive" ], "color": "#38291f", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 254, "type": "KSamplerSelect", "pos": [ 1054.1485929880726, 4153.63129521687 ], "size": [ 270, 58 ], "flags": {}, "order": 42, "mode": 0, "inputs": [], "outputs": [ { "name": "SAMPLER", "type": "SAMPLER", "links": [ 480 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.75", "Node name for S&R": "KSamplerSelect", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ "lcm" ] }, { "id": 251, "type": "LTXVConcatAVLatent", "pos": [ 1060.219823702429, 3937.2218652729402 ], "size": [ 270, 46 ], "flags": {}, "order": 120, "mode": 0, "inputs": [ { "name": "video_latent", "type": "LATENT", "link": 806 }, { "name": "audio_latent", "type": "LATENT", "link": 471 } ], "outputs": [ { "name": "latent", "type": "LATENT", "links": [ 807 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.5.1", "Node name for S&R": "LTXVConcatAVLatent", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [] }, { "id": 255, "type": "ManualSigmas", "pos": [ 1054.1485929880726, 4045.500844158265 ], "size": [ 270, 60.280702747691976 ], "flags": {}, "order": 43, "mode": 0, "inputs": [], "outputs": [ { "name": "SIGMAS", "type": "SIGMAS", "links": [ 481 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.5.1", "Node name for S&R": "ManualSigmas", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ "0.909375, 0.725, 0.421875, 0.0" ] }, { "id": 256, "type": "CFGGuider", "pos": [ 1055.6664006666617, 4274.290032010903 ], "size": [ 270, 98 ], "flags": {}, "order": 87, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 680 }, { "name": "positive", "type": "CONDITIONING", "link": 476 }, { "name": "negative", "type": "CONDITIONING", "link": 477 } ], "outputs": [ { "name": "GUIDER", "type": "GUIDER", "links": [ 479 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.71", "Node name for S&R": "CFGGuider", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ 1 ] }, { "id": 137, "type": "KSamplerSelect", "pos": [ 395.06616625981763, 3888.323510550163 ], "size": [ 270, 68.88020833333334 ], "flags": {}, "order": 44, "mode": 0, "inputs": [], "outputs": [ { "name": "SAMPLER", "type": "SAMPLER", "links": [ 261 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.56", "Node name for S&R": "KSamplerSelect", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ "lcm" ] }, { "id": 368, "type": "LTX2SamplingPreviewOverride", "pos": [ 395.06616625981803, 3739.1540655442464 ], "size": [ 270, 98 ], "flags": {}, "order": 69, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 677 }, { "name": "latent_upscale_model", "shape": 7, "type": "LATENT_UPSCALE_MODEL", "link": null }, { "name": "vae", "shape": 7, "type": "VAE", "link": 753 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 680, 682, 683 ] } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "50a0837f9aea602b184bbf6dbabf66ed2c7a1d22", "Node name for S&R": "LTX2SamplingPreviewOverride" }, "widgets_values": [ 8 ] }, { "id": 109, "type": "LTXVConcatAVLatent", "pos": [ 396.58397393840664, 3630.1528058477766 ], "size": [ 270, 46 ], "flags": {}, "order": 115, "mode": 0, "inputs": [ { "name": "video_latent", "type": "LATENT", "link": 391 }, { "name": "audio_latent", "type": "LATENT", "link": 392 } ], "outputs": [ { "name": "latent", "type": "LATENT", "links": [ 263 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.7.0", "Node name for S&R": "LTXVConcatAVLatent", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [] }, { "id": 187, "type": "VAEEncodeTiled", "pos": [ -215.89585807553232, 3613.0097218573324 ], "size": [ 234.8619958948931, 151.71534874781446 ], "flags": {}, "order": 109, "mode": 0, "inputs": [ { "name": "pixels", "type": "IMAGE", "link": 808 }, { "name": "vae", "type": "VAE", "link": 440 } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "links": [ 420 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.9.2", "Node name for S&R": "VAEEncodeTiled" }, "widgets_values": [ 512, 64, 4096, 8 ] }, { "id": 178, "type": "LTXVAudioVideoMask", "pos": [ 43.92360984367779, 3611.4855789868548 ], "size": [ 273.0356153571779, 229.8739612503682 ], "flags": { "collapsed": false }, "order": 114, "mode": 0, "inputs": [ { "name": "video_latent", "shape": 7, "type": "LATENT", "link": 420 }, { "name": "audio_latent", "shape": 7, "type": "LATENT", "link": 395 }, { "name": "video_fps", "type": "FLOAT", "widget": { "name": "video_fps" }, "link": 447 }, { "name": "video_start_time", "type": "FLOAT", "widget": { "name": "video_start_time" }, "link": 660 }, { "name": "video_end_time", "type": "FLOAT", "widget": { "name": "video_end_time" }, "link": 653 }, { "name": "audio_start_time", "type": "FLOAT", "widget": { "name": "audio_start_time" }, "link": 661 }, { "name": "audio_end_time", "type": "FLOAT", "widget": { "name": "audio_end_time" }, "link": 654 } ], "outputs": [ { "name": "video_latent", "type": "LATENT", "links": [ 391 ] }, { "name": "audio_latent", "type": "LATENT", "links": [ 392 ] } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "02657c3ae1a140bc4d6b6225845a4474b8632ef9", "Node name for S&R": "LTXVAudioVideoMask" }, "widgets_values": [ 24, 0, 15, 0, 15, "pad" ] }, { "id": 179, "type": "LTXVAudioVAEEncode", "pos": [ -216.16587766674576, 3806.428448041464 ], "size": [ 234.8619958948931, 46 ], "flags": {}, "order": 112, "mode": 0, "inputs": [ { "name": "audio", "type": "AUDIO", "link": 700 }, { "label": "Audio VAE", "name": "audio_vae", "type": "VAE", "link": 439 } ], "outputs": [ { "name": "Audio Latent", "type": "LATENT", "links": [ 395 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.9.2", "Node name for S&R": "LTXVAudioVAEEncode" }, "widgets_values": [] }, { "id": 121, "type": "CLIPTextEncode", "pos": [ -214.23460177818498, 4034.94541969362 ], "size": [ 519.6844524585435, 278.01862285166817 ], "flags": {}, "order": 62, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 437 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 286 ] } ], "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": [ "The Joker looks at the camera and talks, he says \"You know what clownheads. This scene is not from the movie. Its from LTX-2\"" ], "color": "#346434", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 434, "type": "LTXVPreprocess", "pos": [ -519.559484568277, 3590.490204855675 ], "size": [ 238.50878434614924, 73.96491923384383 ], "flags": { "collapsed": false }, "order": 106, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 797 } ], "outputs": [ { "name": "output_image", "type": "IMAGE", "links": [ 808 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.60", "Node name for S&R": "LTXVPreprocess" }, "widgets_values": [ 33 ] }, { "id": 205, "type": "MarkdownNote", "pos": [ -1632.2429835329967, 3840.995280710974 ], "size": [ 380, 140 ], "flags": { "collapsed": false }, "order": 45, "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" }, { "id": 329, "type": "SetNode", "pos": [ -753.7573706698305, 4121.490960561478 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 99, "mode": 0, "inputs": [ { "name": "AUDIO", "type": "AUDIO", "link": 811 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_ref_audio", "properties": { "previousName": "ref_audio" }, "widgets_values": [ "ref_audio" ] }, { "id": 444, "type": "MarkdownNote", "pos": [ -796.2348409053508, 4073.391587084564 ], "size": [ 331.0576254623056, 133.61621201682283 ], "flags": { "collapsed": true }, "order": 46, "mode": 0, "inputs": [], "outputs": [], "title": "Typical normalize audio values", "properties": {}, "widgets_values": [ "YouTube / Spotify etc : -14 LUFS\n\nPodcasts: -16 LUFS\n\nInstagram/TikTok: -12 to -10 LUFS\n\nApple Music: -16 LUFS\n\nTV/Broadcast (US): -24 LUFS " ], "color": "#222", "bgcolor": "#000" }, { "id": 443, "type": "NormalizeAudioLoudness", "pos": [ -779.3711226595371, 4015.9338651943135 ], "size": [ 230.71590617231448, 60.280702747691976 ], "flags": { "collapsed": true }, "order": 85, "mode": 0, "inputs": [ { "name": "audio", "type": "AUDIO", "link": 809 } ], "outputs": [ { "name": "audio", "type": "AUDIO", "links": [ 810, 811 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "3d7b49e2df66bbbe379cd54748baf9decfe678a2", "Node name for S&R": "NormalizeAudioLoudness" }, "widgets_values": [ -16 ] }, { "id": 285, "type": "SetNode", "pos": [ -500.3797973179682, 4509.43051690369 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 113, "mode": 0, "inputs": [ { "name": "IMAGE", "type": "IMAGE", "link": 693 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_compress_image", "properties": { "previousName": "compress_image" }, "widgets_values": [ "compress_image" ], "color": "#006691", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 379, "type": "GetImageRangeFromBatch", "pos": [ -793.8569803833878, 3712.1735852658608 ], "size": [ 231.5416165741233, 102 ], "flags": {}, "order": 98, "mode": 0, "inputs": [ { "name": "images", "shape": 7, "type": "IMAGE", "link": 704 }, { "name": "masks", "shape": 7, "type": "MASK", "link": null }, { "name": "num_frames", "type": "INT", "widget": { "name": "num_frames" }, "link": 705 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 796, 801 ] }, { "name": "MASK", "type": "MASK", "links": null } ], "title": "Get end video (ref frames)", "properties": { "cnr_id": "comfyui-kjnodes", "ver": "50a0837f9aea602b184bbf6dbabf66ed2c7a1d22", "Node name for S&R": "GetImageRangeFromBatch" }, "widgets_values": [ -1, 1 ] }, { "id": 377, "type": "TrimAudioDuration", "pos": [ -794.8263827538436, 3587.7032079956202 ], "size": [ 238.85088975830377, 82 ], "flags": {}, "order": 108, "mode": 0, "inputs": [ { "name": "audio", "type": "AUDIO", "link": 810 }, { "name": "start_index", "type": "FLOAT", "widget": { "name": "start_index" }, "link": 713 }, { "name": "duration", "type": "FLOAT", "widget": { "name": "duration" }, "link": 714 } ], "outputs": [ { "name": "AUDIO", "type": "AUDIO", "links": [ 700 ] } ], "title": "Get end audio", "properties": { "cnr_id": "comfy-core", "ver": "0.12.3", "Node name for S&R": "TrimAudioDuration" }, "widgets_values": [ 0, 60 ] }, { "id": 436, "type": "ResizeImageMaskNode", "pos": [ -525.8352654758469, 3706.477000649266 ], "size": [ 246.1562894559479, 106 ], "flags": {}, "order": 102, "mode": 0, "inputs": [ { "name": "input", "type": "IMAGE,MASK", "link": 796 } ], "outputs": [ { "name": "resized", "type": "IMAGE", "links": [ 797 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.12.3", "Node name for S&R": "ResizeImageMaskNode" }, "widgets_values": [ "scale by multiplier", 0.5, "area" ] }, { "id": 195, "type": "VAELoader", "pos": [ -1192.1449557155177, 4170.422871558131 ], "size": [ 341.93560325111844, 61.42705146159551 ], "flags": {}, "order": 47, "mode": 0, "inputs": [], "outputs": [ { "name": "VAE", "type": "VAE", "links": [ 427 ] } ], "title": "Load VAE (video vae)", "properties": { "cnr_id": "comfy-core", "ver": "0.8.2", "Node name for S&R": "VAELoader" }, "widgets_values": [ "LTX2_video_vae_bf16_KJ.safetensors" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)", "ndSuperSelectorEnabled": false, "ndPowerEnabled": false }, { "id": 428, "type": "DualCLIPLoaderGGUF", "pos": [ -1192.1449557155177, 3991.792787026643 ], "size": [ 341.93560325111844, 107.0366830671328 ], "flags": {}, "order": 48, "mode": 0, "inputs": [], "outputs": [ { "name": "CLIP", "type": "CLIP", "links": [ 793 ] } ], "title": "CLIP (gemma + embedding)", "properties": { "cnr_id": "ComfyUI-GGUF", "ver": "6ea2651e7df66d7585f6ffee804b20e92fb38b8a", "Node name for S&R": "DualCLIPLoaderGGUF" }, "widgets_values": [ "gemma3-12b-it-q2_k.gguf", "ltx-2-19b-embeddings_connector_distill_bf16.safetensors", "ltxv" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)", "ndSuperSelectorEnabled": false, "ndPowerEnabled": false }, { "id": 299, "type": "LTXVPreprocess", "pos": [ -514.6341894910429, 4486.05141911295 ], "size": [ 238.50878434614924, 73.96491923384383 ], "flags": { "collapsed": false }, "order": 110, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 548 } ], "outputs": [ { "name": "output_image", "type": "IMAGE", "links": [ 693 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.60", "Node name for S&R": "LTXVPreprocess" }, "widgets_values": [ 33 ] }, { "id": 374, "type": "GetImageRangeFromBatch", "pos": [ -474.8992960158877, 4394.811770605173 ], "size": [ 349.7056640625, 102 ], "flags": { "collapsed": true }, "order": 97, "mode": 0, "inputs": [ { "name": "images", "shape": 7, "type": "IMAGE", "link": 688 }, { "name": "masks", "shape": 7, "type": "MASK", "link": null } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [] }, { "name": "MASK", "type": "MASK", "links": null } ], "title": "FIRST FRAME", "properties": { "cnr_id": "comfyui-kjnodes", "ver": "50a0837f9aea602b184bbf6dbabf66ed2c7a1d22", "Node name for S&R": "GetImageRangeFromBatch" }, "widgets_values": [ 0, 1 ] }, { "id": 289, "type": "ResizeImagesByLongerEdge", "pos": [ -517.1852660679682, 4362.982977264482 ], "size": [ 243.6109375, 64.84210824307502 ], "flags": { "collapsed": false }, "order": 107, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 802 } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": [ 548, 694 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.5.1", "Node name for S&R": "ResizeImagesByLongerEdge" }, "widgets_values": [ 1536 ] }, { "id": 288, "type": "ImageResizeKJv2", "pos": [ -520.1797973179681, 3962.4734430053295 ], "size": [ 249.5999999999999, 348 ], "flags": {}, "order": 84, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 662 }, { "name": "mask", "shape": 7, "type": "MASK", "link": null }, { "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 535 }, { "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 536 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 684, 688, 704 ] }, { "name": "width", "type": "INT", "links": null }, { "name": "height", "type": "INT", "links": null }, { "name": "mask", "type": "MASK", "links": null } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "4dfb85dcc52e4315c33170d97bb987baa46d128b", "Node name for S&R": "ImageResizeKJv2" }, "widgets_values": [ 736, 1280, "nearest-exact", "crop", "0, 0, 0", "center", 32, "cpu" ] }, { "id": 258, "type": "SamplerCustomAdvanced", "pos": [ 1375.3167424061178, 3741.095766261606 ], "size": [ 273.748791075407, 266.7688701193632 ], "flags": { "collapsed": false }, "order": 121, "mode": 0, "inputs": [ { "name": "noise", "type": "NOISE", "link": 478 }, { "name": "guider", "type": "GUIDER", "link": 479 }, { "name": "sampler", "type": "SAMPLER", "link": 480 }, { "name": "sigmas", "type": "SIGMAS", "link": 481 }, { "name": "latent_image", "type": "LATENT", "link": 807 } ], "outputs": [ { "name": "output", "type": "LATENT", "links": [] }, { "name": "denoised_output", "type": "LATENT", "links": [ 534 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.75", "Node name for S&R": "SamplerCustomAdvanced", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [] }, { "id": 125, "type": "LTXVSeparateAVLatent", "pos": [ 1375.3167424061178, 3626.7100055508786 ], "size": [ 273.748791075407, 52.597074063571654 ], "flags": {}, "order": 122, "mode": 0, "inputs": [ { "name": "av_latent", "type": "LATENT", "link": 534 } ], "outputs": [ { "name": "video_latent", "type": "LATENT", "links": [ 302 ] }, { "name": "audio_latent", "type": "LATENT", "links": [ 786 ] } ], "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": 438, "type": "LTXVImgToVideoInplace", "pos": [ 1061.153299885876, 3768.0023124356458 ], "size": [ 270, 122 ], "flags": {}, "order": 119, "mode": 0, "inputs": [ { "name": "vae", "type": "VAE", "link": 804 }, { "name": "image", "type": "IMAGE", "link": 803 }, { "name": "latent", "type": "LATENT", "link": 805 } ], "outputs": [ { "name": "latent", "type": "LATENT", "links": [ 806 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.12.3", "Node name for S&R": "LTXVImgToVideoInplace" }, "widgets_values": [ 1, false ] }, { "id": 363, "type": "GetNode", "pos": [ 1790.726430514597, 4226.947712549215 ], "size": [ 210, 58 ], "flags": { "collapsed": true }, "order": 49, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 771, 774 ] } ], "title": "Get_ref_video", "properties": {}, "widgets_values": [ "ref_video" ] }, { "id": 410, "type": "GetImageSizeAndCount", "pos": [ 1784.8878972763373, 4278.971634274069 ], "size": [ 196.2994140625, 86 ], "flags": { "collapsed": true }, "order": 79, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 774 } ], "outputs": [ { "name": "image", "type": "IMAGE", "links": [] }, { "label": "1280 width", "name": "width", "type": "INT", "links": null }, { "label": "704 height", "name": "height", "type": "INT", "links": null }, { "label": "265 count", "name": "count", "type": "INT", "links": [ 776 ] } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "50a0837f9aea602b184bbf6dbabf66ed2c7a1d22", "Node name for S&R": "GetImageSizeAndCount" }, "widgets_values": [] }, { "id": 243, "type": "RandomNoise", "pos": [ 1055.6664006666617, 4420.664597698689 ], "size": [ 270, 82 ], "flags": {}, "order": 50, "mode": 0, "inputs": [], "outputs": [ { "name": "NOISE", "type": "NOISE", "links": [ 478 ] } ], "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": [ 696891775696713, "fixed" ], "color": "#006691", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 115, "type": "RandomNoise", "pos": [ 387.4771278668725, 4013.6462718431258 ], "size": [ 270, 82 ], "flags": {}, "order": 51, "mode": 0, "inputs": [], "outputs": [ { "name": "NOISE", "type": "NOISE", "links": [ 259 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.56", "Node name for S&R": "RandomNoise", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ 62189421302031, "fixed" ], "color": "#006691", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 446, "type": "GetNode", "pos": [ 1814.6359480693948, 4549.555540445369 ], "size": [ 210, 50 ], "flags": { "collapsed": true }, "order": 52, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 814 ] } ], "title": "Get_ref_video", "properties": {}, "widgets_values": [ "ref_video" ] }, { "id": 447, "type": "GetNode", "pos": [ 1828.595710328217, 4589.010346888152 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 53, "mode": 0, "inputs": [], "outputs": [ { "name": "INT", "type": "INT", "links": [ 815 ] } ], "title": "Get_ref_frames", "properties": {}, "widgets_values": [ "ref_frames" ] }, { "id": 449, "type": "GetNode", "pos": [ 1794.9854081339743, 4543.347964818345 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 54, "mode": 0, "inputs": [], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [] } ], "title": "Get_fps", "properties": {}, "widgets_values": [ "fps" ] }, { "id": 393, "type": "AudioConcat", "pos": [ 1794.497465552751, 4145.233665037412 ], "size": [ 210, 78 ], "flags": { "collapsed": true }, "order": 130, "mode": 0, "inputs": [ { "name": "audio1", "type": "AUDIO", "link": 723 }, { "name": "audio2", "type": "AUDIO", "link": 727 } ], "outputs": [ { "name": "AUDIO", "type": "AUDIO", "links": [ 821 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.12.3", "Node name for S&R": "AudioConcat" }, "widgets_values": [ "after" ] }, { "id": 398, "type": "GetNode", "pos": [ 1794.1582781071008, 4138.410588350792 ], "size": [ 210, 58 ], "flags": { "collapsed": true }, "order": 55, "mode": 0, "inputs": [], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [ 731 ] } ], "title": "Get_overlap_seconds", "properties": {}, "widgets_values": [ "overlap_seconds" ] }, { "id": 402, "type": "SimpleCalculatorKJ", "pos": [ 1797.5358985771168, 4295.6571877686165 ], "size": [ 210, 74 ], "flags": { "collapsed": true }, "order": 92, "mode": 0, "inputs": [ { "label": "a", "name": "variables.a", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": 776 }, { "label": "b", "name": "variables.b", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": 739 }, { "label": "c", "name": "variables.c", "shape": 7, "type": "INT,FLOAT,BOOLEAN", "link": null } ], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [] }, { "name": "INT", "type": "INT", "links": [ 740 ] }, { "name": "BOOLEAN", "type": "BOOLEAN", "links": null } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "50a0837f9aea602b184bbf6dbabf66ed2c7a1d22", "Node name for S&R": "SimpleCalculatorKJ" }, "widgets_values": [ "a - b " ] }, { "id": 425, "type": "LTXVAudioVAEDecode", "pos": [ 1746.4151707156345, 3854.5704687670186 ], "size": [ 255.44796007191363, 76.78948709384076 ], "flags": {}, "order": 124, "mode": 0, "inputs": [ { "name": "samples", "type": "LATENT", "link": 786 }, { "label": "Audio VAE", "name": "audio_vae", "type": "VAE", "link": 787 } ], "outputs": [ { "name": "Audio", "type": "AUDIO", "links": [ 789 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.12.3", "Node name for S&R": "LTXVAudioVAEDecode" }, "widgets_values": [] }, { "id": 127, "type": "VAEDecodeTiled", "pos": [ 1745.4552626699588, 3627.1058053887377 ], "size": [ 261.31581182306854, 172.79106255768602 ], "flags": {}, "order": 123, "mode": 0, "inputs": [ { "name": "samples", "type": "LATENT", "link": 302 }, { "name": "vae", "type": "VAE", "link": 444 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 790, 813 ] } ], "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": 455, "type": "GetNode", "pos": [ 2843.3013001301492, 3635.571574817987 ], "size": [ 210, 58 ], "flags": { "collapsed": true }, "order": 56, "mode": 0, "inputs": [], "outputs": [ { "name": "AUDIO", "type": "AUDIO", "links": [ 823 ] } ], "title": "Get_final_audio", "properties": {}, "widgets_values": [ "final_audio" ] }, { "id": 454, "type": "GetNode", "pos": [ 2283.8624621662393, 3621.7908692393726 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 57, "mode": 0, "inputs": [], "outputs": [ { "name": "AUDIO", "type": "AUDIO", "links": [ 822 ] } ], "title": "Get_final_audio", "properties": {}, "widgets_values": [ "final_audio" ] }, { "id": 456, "type": "GetNode", "pos": [ 2345.327401216537, 3607.992617615834 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 58, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 824 ] } ], "title": "Get_final_video_cut", "properties": {}, "widgets_values": [ "final_video_cut" ] }, { "id": 457, "type": "GetNode", "pos": [ 2879.6960550007566, 3614.26455017199 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 59, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 825 ] } ], "title": "Get_final_video_blend", "properties": {}, "widgets_values": [ "final_video_blend" ] }, { "id": 458, "type": "GetNode", "pos": [ 2902.2750122029074, 3619.282096216911 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 60, "mode": 0, "inputs": [], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [ 826 ] } ], "title": "Get_fps", "properties": {}, "widgets_values": [ "fps" ] }, { "id": 390, "type": "VHS_VideoCombine", "pos": [ 2138.8562617708103, 3559.7624724777047 ], "size": [ 524.4279281695353, 625.4353604932444 ], "flags": {}, "order": 80, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 824 }, { "name": "audio", "shape": 7, "type": "AUDIO", "link": 822 }, { "name": "meta_batch", "shape": 7, "type": "VHS_BatchManager", "link": null }, { "name": "vae", "shape": 7, "type": "VAE", "link": null }, { "name": "frame_rate", "type": "FLOAT", "widget": { "name": "frame_rate" }, "link": 751 } ], "outputs": [ { "name": "Filenames", "type": "VHS_FILENAMES", "links": null } ], "title": "COMBINED FINAL (CUT)", "properties": { "cnr_id": "comfyui-videohelpersuite", "ver": "8923bd836bdab8b7bbdf4ed104b7d045e70c66e2", "Node name for S&R": "VHS_VideoCombine" }, "widgets_values": { "frame_rate": 24, "loop_count": 0, "filename_prefix": "LTX-2", "format": "video/h264-mp4", "pix_fmt": "yuv420p", "crf": 19, "save_metadata": true, "trim_to_audio": false, "pingpong": false, "save_output": false, "videopreview": { "hidden": false, "paused": false, "params": { "filename": "LTX-2_00014-audio.mp4", "subfolder": "", "type": "temp", "format": "video/h264-mp4", "frame_rate": 24, "workflow": "LTX-2_00014.png", "fullpath": "C:\\Users\\runeg\\AppData\\Local\\Temp\\latentsync_8b9fd84d\\LTX-2_00014-audio.mp4" } } }, "color": "#006691", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 448, "type": "VHS_VideoCombine", "pos": [ 2686.5534173051215, 3560.4881103003177 ], "size": [ 524.4279281695353, 625.4353604932444 ], "flags": {}, "order": 81, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 825 }, { "name": "audio", "shape": 7, "type": "AUDIO", "link": 823 }, { "name": "meta_batch", "shape": 7, "type": "VHS_BatchManager", "link": null }, { "name": "vae", "shape": 7, "type": "VAE", "link": null }, { "name": "frame_rate", "type": "FLOAT", "widget": { "name": "frame_rate" }, "link": 826 } ], "outputs": [ { "name": "Filenames", "type": "VHS_FILENAMES", "links": null } ], "title": "COMBINED FINAL (BLEND)", "properties": { "cnr_id": "comfyui-videohelpersuite", "ver": "8923bd836bdab8b7bbdf4ed104b7d045e70c66e2", "Node name for S&R": "VHS_VideoCombine" }, "widgets_values": { "frame_rate": 24, "loop_count": 0, "filename_prefix": "LTX-2", "format": "video/h264-mp4", "pix_fmt": "yuv420p", "crf": 19, "save_metadata": true, "trim_to_audio": false, "pingpong": false, "save_output": false, "videopreview": { "hidden": false, "paused": false, "params": { "filename": "LTX-2_00013-audio.mp4", "subfolder": "", "type": "temp", "format": "video/h264-mp4", "frame_rate": 24, "workflow": "LTX-2_00013.png", "fullpath": "C:\\Users\\runeg\\AppData\\Local\\Temp\\latentsync_8b9fd84d\\LTX-2_00013-audio.mp4" } } }, "color": "#422342", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 453, "type": "SetNode", "pos": [ 1782.1078576740147, 4132.326179310212 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 131, "mode": 0, "inputs": [ { "name": "AUDIO", "type": "AUDIO", "link": 821 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_final_audio", "properties": { "previousName": "final_audio" }, "widgets_values": [ "final_audio" ] }, { "id": 451, "type": "SetNode", "pos": [ 1793.8990908795818, 4403.900858991626 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 128, "mode": 0, "inputs": [ { "name": "IMAGE", "type": "IMAGE", "link": 819 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_final_video_cut", "properties": { "previousName": "final_video_cut" }, "widgets_values": [ "final_video_cut" ] }, { "id": 452, "type": "SetNode", "pos": [ 1790.1183853009675, 4568.207945917908 ], "size": [ 210, 58 ], "flags": { "collapsed": true }, "order": 129, "mode": 0, "inputs": [ { "name": "IMAGE", "type": "IMAGE", "link": 820 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_final_video_blend", "properties": { "previousName": "final_video_blend" }, "widgets_values": [ "final_video_blend" ] }, { "id": 445, "type": "ImageBatchExtendWithOverlap", "pos": [ 1746.9341846067957, 4506.1105451145995 ], "size": [ 270.82616252299647, 147.0366830671328 ], "flags": {}, "order": 126, "mode": 0, "inputs": [ { "name": "source_images", "type": "IMAGE", "link": 814 }, { "name": "new_images", "shape": 7, "type": "IMAGE", "link": 813 }, { "name": "overlap", "type": "INT", "widget": { "name": "overlap" }, "link": 815 } ], "outputs": [ { "name": "source_images", "type": "IMAGE", "links": null }, { "name": "start_images", "type": "IMAGE", "links": null }, { "name": "extended_images", "type": "IMAGE", "links": [ 820 ] } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "c8e7f48a7f68b7a31ee336bc0be54bedbca05ffa", "Node name for S&R": "ImageBatchExtendWithOverlap", "ue_properties": { "widget_ue_connectable": {}, "version": "7.5.2", "input_ue_unconnectable": {} } }, "widgets_values": [ 25, "source", "filmic_crossfade" ] }, { "id": 403, "type": "ImageBatchMulti", "pos": [ 1740.4101074551056, 4365.642809378536 ], "size": [ 289.6139870117104, 102 ], "flags": {}, "order": 125, "mode": 0, "inputs": [ { "name": "image_1", "type": "IMAGE", "link": 777 }, { "name": "image_2", "shape": 7, "type": "IMAGE", "link": 790 } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": [ 819 ] } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "50a0837f9aea602b184bbf6dbabf66ed2c7a1d22" }, "widgets_values": [ 2, null ] }, { "id": 306, "type": "GetImageRangeFromBatch", "pos": [ 1738.1918154609825, 4212.930072960077 ], "size": [ 289.7056640625, 102 ], "flags": { "collapsed": false }, "order": 101, "mode": 0, "inputs": [ { "name": "images", "shape": 7, "type": "IMAGE", "link": 771 }, { "name": "masks", "shape": 7, "type": "MASK", "link": null }, { "name": "num_frames", "type": "INT", "widget": { "name": "num_frames" }, "link": 740 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 777 ] }, { "name": "MASK", "type": "MASK", "links": null } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "f91daf93293ab7fb28836159595a5b088c86313a", "Node name for S&R": "GetImageRangeFromBatch" }, "widgets_values": [ 0, 1 ] }, { "id": 394, "type": "TrimAudioDuration", "pos": [ 1735.496902646763, 4087.4082607760206 ], "size": [ 289.2000394630045, 82 ], "flags": {}, "order": 127, "mode": 0, "inputs": [ { "name": "audio", "type": "AUDIO", "link": 789 }, { "name": "start_index", "type": "FLOAT", "widget": { "name": "start_index" }, "link": 731 }, { "name": "duration", "type": "FLOAT", "widget": { "name": "duration" }, "link": 749 } ], "outputs": [ { "name": "AUDIO", "type": "AUDIO", "links": [ 727 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.12.3", "Node name for S&R": "TrimAudioDuration" }, "widgets_values": [ 0, 60 ] }, { "id": 319, "type": "VHS_LoadVideo", "pos": [ -794.1521800538721, 3955.463288500756 ], "size": [ 251.66530057972568, 454.5931824002341 ], "flags": {}, "order": 68, "mode": 0, "inputs": [ { "name": "meta_batch", "shape": 7, "type": "VHS_BatchManager", "link": null }, { "name": "vae", "shape": 7, "type": "VAE", "link": null }, { "name": "force_rate", "type": "FLOAT", "widget": { "name": "force_rate" }, "link": 583 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 662 ] }, { "name": "frame_count", "type": "INT", "links": [] }, { "name": "audio", "type": "AUDIO", "links": [ 809 ] }, { "name": "video_info", "type": "VHS_VIDEOINFO", "links": [ 707 ] } ], "properties": { "cnr_id": "comfyui-videohelpersuite", "ver": "993082e4f2473bf4acaf06f51e33877a7eb38960", "Node name for S&R": "VHS_LoadVideo" }, "widgets_values": { "video": "joker_therapy.mp4", "force_rate": 0, "custom_width": 0, "custom_height": 0, "frame_load_cap": 0, "skip_first_frames": 0, "select_every_nth": 1, "format": "LTXV", "videopreview": { "hidden": false, "paused": false, "params": { "filename": "joker_therapy.mp4", "type": "input", "format": "video/mp4", "force_rate": 0, "custom_width": 0, "custom_height": 0, "frame_load_cap": 0, "skip_first_frames": 0, "select_every_nth": 1 } } }, "ndSuperSelectorEnabled": false, "ndPowerEnabled": false } ], "links": [ [ 259, 115, 0, 113, 0, "NOISE" ], [ 260, 129, 0, 113, 1, "GUIDER" ], [ 261, 137, 0, 113, 2, "SAMPLER" ], [ 263, 109, 0, 113, 4, "LATENT" ], [ 286, 121, 0, 107, 0, "CONDITIONING" ], [ 287, 110, 0, 107, 1, "CONDITIONING" ], [ 302, 125, 0, 127, 0, "LATENT" ], [ 367, 164, 0, 113, 3, "SIGMAS" ], [ 391, 178, 0, 109, 0, "LATENT" ], [ 392, 178, 1, 109, 1, "LATENT" ], [ 395, 179, 0, 178, 1, "LATENT" ], [ 420, 187, 0, 178, 0, "LATENT" ], [ 425, 193, 0, 191, 0, "LATENT_UPSCALE_MODEL" ], [ 427, 195, 0, 194, 0, "VAE" ], [ 428, 200, 0, 196, 0, "VAE" ], [ 429, 199, 0, 197, 0, "MODEL" ], [ 432, 202, 0, 206, 0, "MODEL" ], [ 433, 212, 0, 207, 0, "INT" ], [ 434, 213, 0, 208, 0, "INT" ], [ 436, 214, 0, 210, 0, "FLOAT" ], [ 437, 215, 0, 121, 0, "CLIP" ], [ 438, 215, 0, 110, 0, "CLIP" ], [ 439, 216, 0, 179, 1, "VAE" ], [ 440, 217, 0, 187, 1, "VAE" ], [ 444, 220, 0, 127, 1, "VAE" ], [ 446, 222, 0, 107, 2, "FLOAT" ], [ 447, 223, 0, 178, 2, "FLOAT" ], [ 448, 107, 0, 224, 0, "CONDITIONING" ], [ 449, 107, 1, 225, 0, "CONDITIONING" ], [ 450, 226, 0, 129, 1, "CONDITIONING" ], [ 451, 227, 0, 129, 2, "CONDITIONING" ], [ 467, 250, 0, 245, 0, "LATENT" ], [ 468, 242, 0, 245, 1, "LATENT_UPSCALE_MODEL" ], [ 469, 244, 0, 245, 2, "VAE" ], [ 471, 250, 1, 251, 1, "LATENT" ], [ 476, 247, 0, 256, 1, "CONDITIONING" ], [ 477, 248, 0, 256, 2, "CONDITIONING" ], [ 478, 243, 0, 258, 0, "NOISE" ], [ 479, 256, 0, 258, 1, "GUIDER" ], [ 480, 254, 0, 258, 2, "SAMPLER" ], [ 481, 255, 0, 258, 3, "SIGMAS" ], [ 504, 113, 1, 250, 0, "LATENT" ], [ 534, 258, 1, 125, 0, "LATENT" ], [ 535, 292, 0, 288, 2, "INT" ], [ 536, 293, 0, 288, 3, "INT" ], [ 548, 289, 0, 299, 0, "IMAGE" ], [ 567, 305, 0, 310, 0, "INT" ], [ 583, 221, 0, 319, 2, "FLOAT" ], [ 643, 211, 0, 209, 0, "INT" ], [ 644, 211, 0, 352, 0, "INT" ], [ 645, 214, 0, 352, 1, "FLOAT" ], [ 646, 352, 1, 349, 0, "INT" ], [ 652, 356, 0, 357, 0, "INT" ], [ 653, 357, 0, 178, 4, "FLOAT" ], [ 654, 357, 0, 178, 6, "FLOAT" ], [ 659, 362, 0, 361, 1, "FLOAT" ], [ 660, 361, 0, 178, 3, "FLOAT" ], [ 661, 361, 0, 178, 5, "FLOAT" ], [ 662, 319, 0, 288, 0, "IMAGE" ], [ 677, 369, 0, 368, 0, "MODEL" ], [ 680, 368, 0, 256, 0, "MODEL" ], [ 681, 206, 0, 199, 0, "MODEL" ], [ 682, 368, 0, 164, 0, "MODEL" ], [ 683, 368, 0, 129, 0, "MODEL" ], [ 684, 288, 0, 328, 0, "IMAGE" ], [ 685, 361, 0, 357, 1, "FLOAT" ], [ 688, 288, 0, 374, 0, "IMAGE" ], [ 693, 299, 0, 285, 0, "IMAGE" ], [ 694, 289, 0, 294, 0, "IMAGE" ], [ 700, 377, 0, 179, 0, "AUDIO" ], [ 704, 288, 0, 379, 0, "IMAGE" ], [ 705, 380, 0, 379, 2, "INT" ], [ 707, 319, 3, 382, 0, "VHS_VIDEOINFO" ], [ 709, 380, 0, 384, 0, "INT" ], [ 710, 382, 5, 384, 1, "FLOAT" ], [ 711, 382, 7, 386, 0, "FLOAT" ], [ 712, 384, 0, 386, 1, "FLOAT" ], [ 713, 386, 0, 377, 1, "FLOAT" ], [ 714, 384, 0, 377, 2, "FLOAT" ], [ 723, 392, 0, 393, 0, "AUDIO" ], [ 727, 394, 0, 393, 1, "AUDIO" ], [ 730, 384, 0, 397, 0, "FLOAT" ], [ 731, 398, 0, 394, 1, "FLOAT" ], [ 739, 326, 0, 402, 1, "INT" ], [ 740, 402, 1, 306, 2, "INT" ], [ 747, 404, 0, 361, 0, "INT" ], [ 748, 395, 0, 405, 0, "INT" ], [ 749, 405, 0, 394, 2, "FLOAT" ], [ 751, 406, 0, 390, 4, "FLOAT" ], [ 752, 370, 0, 407, 0, "VAE" ], [ 753, 408, 0, 368, 2, "VAE" ], [ 771, 363, 0, 306, 0, "IMAGE" ], [ 774, 363, 0, 410, 0, "IMAGE" ], [ 776, 410, 3, 402, 0, "INT" ], [ 777, 306, 0, 403, 0, "IMAGE" ], [ 786, 125, 1, 425, 0, "LATENT" ], [ 787, 219, 0, 425, 1, "VAE" ], [ 789, 425, 0, 394, 0, "AUDIO" ], [ 790, 127, 0, 403, 1, "IMAGE" ], [ 793, 428, 0, 192, 0, "CLIP" ], [ 796, 379, 0, 436, 0, "IMAGE" ], [ 797, 436, 0, 434, 0, "IMAGE" ], [ 801, 379, 0, 440, 0, "IMAGE" ], [ 802, 440, 0, 289, 0, "IMAGE" ], [ 803, 439, 0, 438, 1, "IMAGE" ], [ 804, 442, 0, 438, 0, "VAE" ], [ 805, 245, 0, 438, 2, "LATENT" ], [ 806, 438, 0, 251, 0, "LATENT" ], [ 807, 251, 0, 258, 4, "LATENT" ], [ 808, 434, 0, 187, 0, "IMAGE" ], [ 809, 319, 2, 443, 0, "AUDIO" ], [ 810, 443, 0, 377, 0, "AUDIO" ], [ 811, 443, 0, 329, 0, "AUDIO" ], [ 813, 127, 0, 445, 1, "IMAGE" ], [ 814, 446, 0, 445, 0, "IMAGE" ], [ 815, 447, 0, 445, 2, "INT" ], [ 819, 403, 0, 451, 0, "IMAGE" ], [ 820, 445, 2, 452, 0, "IMAGE" ], [ 821, 393, 0, 453, 0, "AUDIO" ], [ 822, 454, 0, 390, 1, "AUDIO" ], [ 823, 455, 0, 448, 1, "AUDIO" ], [ 824, 456, 0, 390, 0, "IMAGE" ], [ 825, 457, 0, 448, 0, "IMAGE" ], [ 826, 458, 0, 448, 4, "FLOAT" ] ], "groups": [ { "id": 17, "title": "Ref Video", "bounding": [ -813.9185504429739, 3851.6254977990116, 556.4241390923856, 827.9974684910039 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 18, "title": "Models", "bounding": [ -1211.1119427758063, 3492.009217745192, 379.77702465071036, 1195.2822658618252 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 19, "title": "SETTINGS", "bounding": [ -1204.8734393300351, 4723.900369532664, 927.3693415745688, 149.2984120642077 ], "color": "#8A8", "font_size": 24, "flags": {} }, { "id": 20, "title": "Prompt", "bounding": [ -238.7693966456845, 3913.6034690761853, 576.9383520169301, 763.5113025162805 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 21, "title": "LTX Latent", "bounding": [ -232.28183606736044, 3507.064423498704, 569.0390309422486, 388.21869667997225 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 22, "title": "Sampler 1st pass", "bounding": [ 359.52244566048716, 3512.4258243752242, 641.9892099052079, 1166.1657085394713 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 23, "title": "Decode", "bounding": [ 1694.8243832008661, 3528.90848595554, 355.10883780059567, 433.2703780278857 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 24, "title": "Sampler - Second Pass Upscale", "bounding": [ 1025.2284880132158, 3523.1372860184483, 649.0971507750676, 1154.298758433304 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 25, "title": "REFERENCE FRAMES", "bounding": [ -260.0241631876364, 4723.753859738924, 254.31235528551872, 148.51577031510988 ], "color": "#8AA", "font_size": 24, "flags": {} }, { "id": 26, "title": "Trim ref frames", "bounding": [ 1696.8366159955008, 3977.0224998654608, 356.00070634663416, 700.9660503996624 ], "color": "#3f789e", "font_size": 24, "flags": {} }, { "id": 27, "title": "Extract end audio and video", "bounding": [ -814.8040925272715, 3502.4450181949355, 559.7805245990246, 329.8508069764848 ], "color": "#3f789e", "font_size": 24, "flags": {} } ], "config": {}, "extra": { "ds": { "scale": 0.20992832109438916, "offset": [ 4912.242530801084, -2575.0201708473605 ] }, "frontendVersion": "1.38.13", "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": "🅛🅣🅧 Gemma 3 Model Loader" } }, "3": { "inputs": { "text": "A medium close-up shot features a Caucasian man with a closely shaven head and face, wearing a black baseball cap with \"PNTR\" in white letters on the front, and a dark grey t-shirt with \"JUST DO IT\" visible across his chest. A small black microphone is clipped to his shirt collar. He is positioned slightly to the left of the frame, looking intently downwards and to his right, his eyes focused off-camera. His facial expression is one of deep concentration, with his brow slightly furrowed. As he looks down, a quick sniff sound is heard, and then he speaks with a deep male voice and a slightly frustrated tone, saying, \"I think it's so bad.\" The camera remains static throughout, maintaining a shallow depth of field, which keeps the man in sharp focus while the background is softly blurred, revealing a light-colored wall with white wooden shelving or trim, and a partially open white wooden door on the right. After a brief pause, another short, audible sniff is heard. The man then continues to speak, his voice maintaining the same quality, as he states, \"So bad. So bad.\" He elaborates further, emphasizing his point with a final statement, \"This got to be, it's got to be the worst tool I've ever seen.\"", "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 (“PNTR”), incorrect t-shirt slogan (“JUST DO IT”), missing microphone, misplaced microphone, inconsistent perspective, camera shake, incorrect depth of field, background too sharp, background clutter, distracting reflections, harsh shadows, inconsistent lighting direction, color banding, cartoonish rendering, 3D CGI look, unrealistic materials, uncanny valley effect, incorrect ethnicity, wrong gender, exaggerated expressions, smiling, laughing, exaggerated sadness, wrong gaze direction, eyes looking at camera, mismatched lip sync, silent or muted audio, distorted voice, robotic voice, echo, background noise, off-sync audio, missing sniff sounds, incorrect dialogue, added dialogue, repetitive speech, jittery movement, awkward pauses, incorrect timing, unnatural transitions, inconsistent framing, tilted camera, missing door or shelves, missing shallow depth of field, flat lighting, inconsistent tone, cinematic oversaturation, stylized filters, or AI artifacts.", "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": "🅛🅣🅧 LTXV Audio VAE Loader" } }, "14": { "inputs": { "samples": [ "29", 1 ], "audio_vae": [ "13", 0 ] }, "class_type": "LTXVAudioVAEDecode", "_meta": { "title": "🅛🅣🅧 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 🎥🅥🅗🅢" } }, "17": { "inputs": { "skip_blocks": "29", "model": [ "28", 1 ], "positive": [ "22", 0 ], "negative": [ "22", 1 ], "parameters": [ "18", 0 ] }, "class_type": "MultimodalGuider", "_meta": { "title": "🅛🅣🅧 Multimodal Guider" } }, "18": { "inputs": { "modality": "VIDEO", "cfg": 3, "stg": 0, "rescale": 0, "modality_scale": 3, "parameters": [ "19", 0 ] }, "class_type": "GuiderParameters", "_meta": { "title": "🅛🅣🅧 Guider Parameters" } }, "19": { "inputs": { "modality": "AUDIO", "cfg": 7, "stg": 0, "rescale": 0, "modality_scale": 3 }, "class_type": "GuiderParameters", "_meta": { "title": "🅛🅣🅧 Guider Parameters" } }, "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": "🅛🅣🅧 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": "🅛🅣🅧 LTXV Concat AV Latent" } }, "29": { "inputs": { "av_latent": [ "41", 0 ], "model": [ "28", 1 ] }, "class_type": "LTXVSeparateAVLatent", "_meta": { "title": "🅛🅣🅧 LTXV Separate AV Latent" } }, "41": { "inputs": { "noise": [ "11", 0 ], "guider": [ "17", 0 ], "sampler": [ "8", 0 ], "sigmas": [ "9", 0 ], "latent_image": [ "28", 0 ] }, "class_type": "SamplerCustomAdvanced", "_meta": { "title": "SamplerCustomAdvanced" } }, "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 }, "version": 0.4 }