diff --git "a/LTX-2 - I2V Basic (beta test sampler previews).json" "b/LTX-2 - I2V Basic (beta test sampler previews).json" --- "a/LTX-2 - I2V Basic (beta test sampler previews).json" +++ "b/LTX-2 - I2V Basic (beta test sampler previews).json" @@ -1,8 +1,8 @@ { "id": "e4de5ab0-1a30-4953-9ac8-161f35a393ac", "revision": 0, - "last_node_id": 307, - "last_link_id": 607, + "last_node_id": 367, + "last_link_id": 711, "nodes": [ { "id": 186, @@ -18,7 +18,7 @@ "flags": { "collapsed": true }, - "order": 81, + "order": 74, "mode": 0, "inputs": [ { @@ -41,8 +41,8 @@ "widgets_values": [ "frames" ], - "color": "#006691", - "bgcolor": "rgba(24,24,27,.9)" + "color": "#1b4669", + "bgcolor": "#29699c" }, { "id": 192, @@ -58,7 +58,7 @@ "flags": { "collapsed": true }, - "order": 67, + "order": 63, "mode": 0, "inputs": [ { @@ -81,8 +81,8 @@ "widgets_values": [ "height" ], - "color": "#006691", - "bgcolor": "rgba(24,24,27,.9)" + "color": "#1b4669", + "bgcolor": "#29699c" }, { "id": 193, @@ -98,7 +98,7 @@ "flags": { "collapsed": true }, - "order": 60, + "order": 62, "mode": 0, "inputs": [ { @@ -121,15 +121,15 @@ "widgets_values": [ "width" ], - "color": "#006691", - "bgcolor": "rgba(24,24,27,.9)" + "color": "#1b4669", + "bgcolor": "#29699c" }, { "id": 213, "type": "SetNode", "pos": [ - -1400.7361022585628, - 4075.707606164247 + -1398.047213369674, + 4105.285383942024 ], "size": [ 332.4827641267634, @@ -138,7 +138,7 @@ "flags": { "collapsed": true }, - "order": 63, + "order": 54, "mode": 0, "inputs": [ { @@ -168,8 +168,8 @@ "id": 215, "type": "SetNode", "pos": [ - -1400.7361022585628, - 4374.358256477068 + -1398.047213369674, + 4403.936034254845 ], "size": [ 332.4827641267634, @@ -178,7 +178,7 @@ "flags": { "collapsed": true }, - "order": 57, + "order": 52, "mode": 0, "inputs": [ { @@ -208,8 +208,8 @@ "id": 216, "type": "SetNode", "pos": [ - -1408.0694355918956, - 4267.753006763467 + -1405.3805467030068, + 4297.330784541245 ], "size": [ 332.4827641267634, @@ -218,7 +218,7 @@ "flags": { "collapsed": true }, - "order": 66, + "order": 55, "mode": 0, "inputs": [ { @@ -279,74 +279,6 @@ "color": "#c09430", "bgcolor": "rgba(24,24,27,.9)" }, - 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"order": 83, + "order": 80, "mode": 0, "inputs": [ { @@ -427,179 +359,6 @@ "color": "#38291f", "bgcolor": "rgba(24,24,27,.9)" }, - { - "id": 220, - "type": "GetNode", - "pos": [ - 2310.6102205246007, - 3898.5551231214417 - ], - "size": [ - 257.2388542190106, - 60 - ], - "flags": { - "collapsed": true - }, - "order": 3, - "mode": 0, - "inputs": [], - "outputs": [ - { - "name": "VAE", - "type": "VAE", - "links": [ - 449 - ] - } - ], - "title": "Get_vae", - "properties": {}, - "widgets_values": [ - "vae" - ], - "color": "#af3535", - "bgcolor": "rgba(24,24,27,.9)" - }, - { - "id": 161, - "type": "LTXVImgToVideoInplace", - "pos": [ - 147.75017751864723, - 4192.251608647558 - ], - "size": [ - 270, - 122 - ], - "flags": {}, - "order": 72, - "mode": 0, - "inputs": [ - { - "name": "vae", - "type": "VAE", - "link": 445 - }, - { - "name": "image", - "type": "IMAGE", - "link": 353 - }, - { - "name": "latent", - "type": "LATENT", - "link": 361 - } - ], - "outputs": [ - { - "name": "latent", - "type": "LATENT", - 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"type": "LATENT", - "link": 412 - } - ], - "outputs": [ - { - "name": "latent", - "type": "LATENT", - "links": [ - 465 - ] - } - ], - "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": 243, "type": "GetNode", @@ -614,7 +373,7 @@ "flags": { "collapsed": true }, - "order": 4, + "order": 1, "mode": 0, "inputs": [], "outputs": [ @@ -648,7 +407,7 @@ "flags": { "collapsed": true }, - "order": 5, + "order": 2, "mode": 0, "inputs": [], "outputs": [ @@ -789,265 +548,20 @@ "bgcolor": "#29699c" }, { - "id": 237, - "type": "GetNode", + "id": 246, + "type": "ResizeImagesByLongerEdge", "pos": [ - 177.75017751864723, - 3885.165857095616 + -703.1817985377, + 4175.254487394528 ], "size": [ - 210, + 243.6109375, 58 ], "flags": { - "collapsed": true + "collapsed": false }, - "order": 6, - "mode": 0, - "inputs": [], - "outputs": [ - { - "name": "INT", - "type": "INT", - "links": [ - 463 - ] - } - ], - "title": "Get_height_downsized", - "properties": {}, - "widgets_values": [ - "height_downsized" - ], - "color": "#1b4669", - "bgcolor": "#29699c" - }, - { - "id": 236, - "type": "GetNode", - "pos": [ - 177.75017751864723, - 3820.9713576306426 - ], - "size": [ - 210, - 60 - ], - "flags": { - "collapsed": true - }, - "order": 7, - "mode": 0, - "inputs": [], - "outputs": [ - { - "name": "INT", - "type": "INT", - "links": [ - 464 - ] - } - ], - "title": "Get_width_downsized", - "properties": {}, - "widgets_values": [ - "width_downsized" - ], - "color": "#1b4669", - "bgcolor": "#29699c" - }, - { - "id": 205, - "type": "GetNode", - "pos": [ - 177.75017751864723, - 3796.583745976935 - ], - "size": [ - 210, - 60 - ], - "flags": { - "collapsed": true - }, - "order": 8, - "mode": 0, - "inputs": [], - "outputs": [ - { - "name": "INT", - "type": "INT", - "links": [ - 424, - 425 - ] - } - ], - "title": "Get_frames", - "properties": {}, - "widgets_values": [ - "frames" - ], - "color": "#1b4669", - "bgcolor": "#29699c" - }, - { - "id": 211, - "type": "SetNode", - "pos": [ - 177.75017751864723, - 3656.659678970762 - ], - "size": [ - 210, - 60 - ], - "flags": { - "collapsed": true - }, - "order": 73, - "mode": 0, - "inputs": [ - { - "name": "IMAGE", - "type": "IMAGE", - "link": 437 - } - ], - "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": 210, - "type": "GetNode", - "pos": [ - 177.75017751864723, - 3656.9115132206125 - ], - "size": [ - 210, - 60 - ], - "flags": { - "collapsed": true - }, - "order": 9, - "mode": 0, - "inputs": [], - "outputs": [ - { - "name": "IMAGE", - "type": "IMAGE", - "links": [ - 436 - ] - } - ], - "title": "Get_ref_image", - "properties": {}, - "widgets_values": [ - "ref_image" - ], - "color": "#006691", - "bgcolor": "rgba(24,24,27,.9)" - }, - { - "id": 108, - "type": "EmptyLTXVLatentVideo", - "pos": [ - 147.75017751864723, - 3767.3354774583668 - ], - "size": [ - 270, - 146.66666666666669 - ], - "flags": {}, - "order": 53, - "mode": 0, - "inputs": [ - { - "name": "width", - "type": "INT", - "widget": { - "name": "width" - }, - "link": 464 - }, - { - "name": "height", - "type": "INT", - "widget": { - "name": "height" - }, - "link": 463 - }, - { - "name": "length", - "type": "INT", - "widget": { - "name": "length" - }, - "link": 424 - } - ], - "outputs": [ - { - "name": "LATENT", - "type": "LATENT", - "links": [ - 361 - ] - } - ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.3.60", - "Node name for S&R": "EmptyLTXVLatentVideo", - "enableTabs": false, - "tabWidth": 65, - "tabXOffset": 10, - "hasSecondTab": false, - "secondTabText": "Send Back", - "secondTabOffset": 80, - "secondTabWidth": 65 - }, - 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"negative" + "fps" ], - "color": "#38291f", + "color": "#346434", "bgcolor": "rgba(24,24,27,.9)" }, { - "id": 228, + "id": 286, "type": "GetNode", "pos": [ - 1595.1520946549667, - 3838.4491983986954 + -180.18138027429086, + 4609.376002128633 ], "size": [ - 270, + 210, 60 ], "flags": { "collapsed": true }, - "order": 13, + "order": 4, "mode": 0, "inputs": [], "outputs": [ { - "name": "CONDITIONING", - "type": "CONDITIONING", + "name": "FLOAT", + "type": "FLOAT", "links": [ - 457 + 547 ] } ], - "title": "Get_positive", + "title": "Get_fps", "properties": {}, "widgets_values": [ - "positive" + "fps" ], - "color": "#38291f", + "color": "#346434", "bgcolor": "rgba(24,24,27,.9)" }, { - "id": 212, - "type": "GetNode", + "id": 291, + "type": "SimpleCalculatorKJ", "pos": [ - 1292.4483729242202, - 4328.692205081432 + -910.8439711441958, + 4800.212793786826 ], "size": [ - 270, - 60 + 210, + 108 ], "flags": { "collapsed": true }, - "order": 14, + "order": 64, "mode": 0, - "inputs": [], + "inputs": [ + { + "name": "a", + "shape": 7, + "type": "*", + "link": 554 + }, + { + "name": "b", + "shape": 7, + "type": "*", + "link": 559 + } + ], "outputs": [ { - "name": "IMAGE", - "type": "IMAGE", + "name": "FLOAT", + "type": "FLOAT", + "links": null + }, + { + "name": "INT", + "type": "INT", "links": [ - 438 + 560 ] } ], - "title": "Get_compress_image", - "properties": {}, + "properties": { + "cnr_id": "comfyui-kjnodes", + "ver": "17cddd4959f00182c66954be2a7a32a6481d81be", + "Node name for S&R": "SimpleCalculatorKJ" + }, "widgets_values": [ - "compress_image" + "1 + round(a*b)" ], "color": "#006691", "bgcolor": "rgba(24,24,27,.9)" }, { - "id": 160, - "type": "LTXVImgToVideoInplace", + "id": 250, + "type": "MarkdownNote", "pos": [ - 1292.4483729242202, - 4273.550908893012 + -1856.9650921653663, + 3653.620645867723 ], "size": [ - 270, - 122 - ], - "flags": {}, - "order": 98, - "mode": 0, - "inputs": [ - { - "name": "vae", - "type": "VAE", - "link": 446 - }, - { - "name": "image", - "type": "IMAGE", - "link": 438 - }, - { - "name": "latent", - "type": "LATENT", - "link": 372 - } - ], - "outputs": [ - { - "name": "latent", - "type": "LATENT", - "links": [ - 373 - ] - } + 380, + 140 ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.7.0", - "Node name for S&R": "LTXVImgToVideoInplace" + "flags": { + "collapsed": false }, + "order": 5, + "mode": 0, + "inputs": [], + "outputs": [], + "title": "About Size", + "properties": {}, "widgets_values": [ - 1, - false - ] + "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": 219, - "type": "GetNode", + "id": 269, + "type": "VAELoader", "pos": [ - 1319.0683729242196, - 4178.703089764043 + -1405.3805467030068, + 4505.564711896668 ], "size": [ - 270, - 60 + 332.4827641267634, + 60.22415639857627 ], "flags": { - "collapsed": true + "collapsed": false }, - "order": 15, + "order": 6, "mode": 0, "inputs": [], "outputs": [ @@ -1461,167 +976,158 @@ "name": "VAE", "type": "VAE", "links": [ - 446, - 447 + 497 ] } ], - "title": "Get_vae", - "properties": {}, + "title": "Tiny Vae (for sampler previews)", + "properties": { + "cnr_id": "comfy-core", + "ver": "0.10.0", + "Node name for S&R": "VAELoader" + }, "widgets_values": [ - "vae" - ] + "taeltx_2.safetensors" + ], + "color": "#1f1f48", + "bgcolor": "rgba(24,24,27,.9)", + "ndSuperSelectorEnabled": false, + "ndPowerEnabled": false }, { - "id": 118, - "type": "LTXVLatentUpsampler", + "id": 257, + "type": "DualCLIPLoaderGGUF", "pos": [ - 1292.4483729242202, - 4128.335439015501 + -1405.3805467030068, + 4067.755077350472 ], "size": [ - 270, - 81.02629601803119 + 332.4827641267634, + 111.14057719239372 ], "flags": {}, - "order": 97, + "order": 7, "mode": 0, - "inputs": [ - { - "name": "samples", - "type": "LATENT", - "link": 374 - }, - { - "name": "upscale_model", - "type": "LATENT_UPSCALE_MODEL", - "link": 496 - }, - { - "name": "vae", - "type": "VAE", - "link": 447 - } - ], + "inputs": [], "outputs": [ { - "name": "LATENT", - "type": "LATENT", + "name": "CLIP", + "type": "CLIP", "links": [ - 372 + 488 ] } ], - "title": "spatial", + "title": "Clip (Gemma GGUF + LTX embeddings)", "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": 268, - "type": "GetNode", - "pos": [ - 1292.4483729242202, - 4040.7394284138577 - ], - "size": [ - 270, - 60 - ], - "flags": { - "collapsed": true + "cnr_id": "ComfyUI-GGUF", + "ver": "6ea2651e7df66d7585f6ffee804b20e92fb38b8a", + "Node name for S&R": "DualCLIPLoaderGGUF" }, - "order": 16, - "mode": 0, - "inputs": [], - "outputs": [ - { - "name": "LATENT_UPSCALE_MODEL", - "type": "LATENT_UPSCALE_MODEL", - "links": [ - 496 - ] - } - ], - "title": "Get_upscale_model", - "properties": {}, "widgets_values": [ - "upscale_model" - ] + "gemma3-12b-it-q2_k.gguf", + "ltx-2-19b-embeddings_connector_dev_bf16.safetensors", + "ltxv" + ], + "color": "#1f1f48", + "bgcolor": "rgba(24,24,27,.9)", + "ndSuperSelectorEnabled": false, + "ndPowerEnabled": false }, { - "id": 239, - "type": "GetNode", + "id": 196, + "type": "VAELoaderKJ", "pos": [ - 561.1188529467692, - 4503.830387334899 + -1406.2373095684052, + 4235.09440456246 ], "size": [ - 280.4178504628544, - 60 + 332.4827641267634, + 108.00311157930264 ], - "flags": { - "collapsed": true - }, - 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"enableTabs": false, - "tabWidth": 65, - "tabXOffset": 10, - "hasSecondTab": false, - "secondTabText": "Send Back", - "secondTabOffset": 80, - "secondTabWidth": 65 - }, + "title": "Get_vae_audio", + "properties": {}, "widgets_values": [ - 10, - 2.05, - 0.95, - true, - 0.1 - ] + "vae_audio" + ], + "color": "#af3535", + "bgcolor": "rgba(24,24,27,.9)" }, { - "id": 261, + "id": 341, "type": "GetNode", "pos": [ - 561.1188529467692, - 3672.1878377329726 + 149.191371464895, + 4237.351767409727 ], "size": [ - 280.4178504628544, - 50 + 270, + 34 ], "flags": { "collapsed": true }, - "order": 24, + "order": 16, "mode": 0, "inputs": [], "outputs": [ { - "name": "MODEL", - "type": "MODEL", + "name": "VAE", + "type": "VAE", "links": [ - 492 + 667 ] } ], - "title": "Get_model_loras", + "title": "Get_vae", "properties": {}, "widgets_values": [ - "model_loras" + "vae" ], - "color": "#1f1f48", + "color": "#af3535", "bgcolor": "rgba(24,24,27,.9)" }, { - "id": 291, - "type": "SimpleCalculatorKJ", + "id": 342, + "type": "SetNode", "pos": [ - 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Instead, the flow will silently choose the closest valid parameters. \n\nBy default, we are using 720p resolution. You can try 1920*1088 if you have a powerful GPU." - ], - "color": "#222", - "bgcolor": "#000" - }, - { - "id": 253, - "type": "MarkdownNote", - "pos": [ - -1867.7780741864515, - 3873.9716015420177 + "inputs": [ + { + "name": "audio_vae", + "type": "VAE", + "link": 665 + }, + { + "name": "frames_number", + "type": "INT", + "widget": { + "name": "frames_number" + }, + "link": 666 + } ], - "size": [ - 380, - 140 + "outputs": [ + { + "name": "Latent", + "type": "LATENT", + "links": [ + 664, + 672 + ] + } ], - "flags": { - "collapsed": false + "properties": { + "cnr_id": "comfy-core", + "ver": "0.3.68", + "Node name for S&R": "LTXVEmptyLatentAudio", + "enableTabs": false, + "tabWidth": 65, + "tabXOffset": 10, + "hasSecondTab": false, + "secondTabText": "Send Back", + "secondTabOffset": 80, + "secondTabWidth": 65 }, - "order": 26, - "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" - 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247714556780816, - "fixed" - ] + "width_downsized" + ], + "color": "#1b4669", + "bgcolor": "#29699c" }, { - "id": 297, + "id": 349, "type": "GetNode", "pos": [ - 1292.4483729242202, - 3854.1042636529814 + 149.191371464895, + 3803.952506022032 ], "size": [ 270, - 60 + 34 ], "flags": { "collapsed": true }, - "order": 30, + "order": 19, "mode": 0, "inputs": [], "outputs": [ { - "name": "CONDITIONING", - "type": "CONDITIONING", + "name": "INT", + "type": "INT", "links": [ - 568, - 569 + 666, + 677 ] } ], - "title": "Get_negative", + "title": "Get_frames", "properties": {}, "widgets_values": [ - "negative" + "frames" ], - "color": "#38291f", - "bgcolor": "rgba(24,24,27,.9)" + "color": "#1b4669", + "bgcolor": "#29699c" }, { - "id": 116, - "type": "LTXVSeparateAVLatent", + "id": 350, + "type": "SetNode", "pos": [ - 1292.4483729242202, - 4013.0141736185597 + 149.191371464895, + 3664.0284390158595 ], "size": [ 270, - 46 + 34 ], - "flags": {}, - "order": 96, + "flags": { + "collapsed": true + }, + "order": 73, "mode": 0, "inputs": [ { - "name": "av_latent", - "type": "LATENT", - "link": 597 + "name": "IMAGE", + "type": "IMAGE", + "link": 673 } ], "outputs": [ { - "name": "video_latent", - "type": "LATENT", - "links": [ - 374 - ] - }, - { - "name": "audio_latent", - "type": "LATENT", - "links": [ - 475 - ] + "name": "*", + "type": "*", + "links": null } ], + "title": "Set_compress_image", "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 + "previousName": "" }, - "widgets_values": [] + "widgets_values": [ + "compress_image" + ], + "color": "#006691", + "bgcolor": "rgba(24,24,27,.9)" }, { - "id": 221, + "id": 351, "type": "GetNode", "pos": [ - 2310.6102205246007, - 4042.5043501543614 + 149.191371464895, + 3664.28027326571 ], "size": [ - 257.2388542190106, - 58 + 270, + 34 ], "flags": { "collapsed": true }, - "order": 31, + "order": 20, "mode": 0, "inputs": [], "outputs": [ { - "name": "VAE", - "type": "VAE", + "name": "IMAGE", + "type": "IMAGE", "links": [ - 448 + 674 ] } ], - "title": "Get_vae_audio", + "title": "Get_ref_image", "properties": {}, "widgets_values": [ - "vae_audio" - ] + "ref_image" + ], + "color": "#006691", + "bgcolor": "rgba(24,24,27,.9)" }, { - "id": 201, - "type": "LTXVAudioVAEDecode", + "id": 353, + "type": "EmptyLTXVLatentVideo", "pos": [ - 2310.6102205246007, - 4032.997782598494 + 149.191371464895, + 3774.7042375034644 ], "size": [ - 257.2388542190106, - 46 + 270, + 146.66666666666669 ], "flags": {}, - "order": 103, + "order": 59, "mode": 0, "inputs": [ { - "name": "samples", - "type": "LATENT", - "link": 430 + "name": "width", + "type": "INT", + "widget": { + "name": "width" + }, + "link": 675 }, { - "label": "Audio VAE", - "name": "audio_vae", - "type": "VAE", - "link": 448 + "name": "height", + "type": "INT", + "widget": { + "name": "height" + }, + "link": 676 + }, + { + "name": "length", + "type": "INT", + "widget": { + "name": "length" + }, + "link": 677 } ], "outputs": [ { - "name": "Audio", - "type": "AUDIO", + "name": "LATENT", + "type": "LATENT", "links": [ - 416 + 669 ] } ], "properties": { "cnr_id": "comfy-core", - "ver": "0.7.0", - "Node name for S&R": "LTXVAudioVAEDecode", + "ver": "0.3.60", + "Node name for S&R": "EmptyLTXVLatentVideo", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, @@ -2575,13 +2090,59 @@ "secondTabOffset": 80, "secondTabWidth": 65 }, - "widgets_values": [] + "widgets_values": [ + 704, + 512, + 121, + 1 + ] + }, + { + "id": 207, + "type": "LTXVChunkFeedForward", + "pos": [ + -1419.6076969993815, + 3363.2873449127974 + ], + "size": [ + 360.56028831698825, + 85.1100492013984 + ], + "flags": {}, + "order": 70, + "mode": 0, + "inputs": [ + { + "name": "model", + "type": "MODEL", + "link": 622 + } + ], + "outputs": [ + { + "name": "model", + "type": "MODEL", + "links": [ + 679 + ] + } + ], + "title": "LTXV Chunk FeedForward (optional)", + "properties": { + "cnr_id": "comfyui-kjnodes", + "ver": "4cb4ede5c3a4cebc14bb63b49b62f03cd16d44a5", + "Node name for S&R": "LTXVChunkFeedForward" + }, + "widgets_values": [ + 4, + 4096 + ] }, { "id": 165, "type": "ImageResizeKJv2", "pos": [ - -975.4546020183501, + -977.4748040385521, 4164.851157254332 ], "size": [ @@ -2589,7 +2150,7 @@ 348 ], "flags": {}, - "order": 56, + "order": 67, "mode": 0, "inputs": [ { @@ -2663,39 +2224,37 @@ ] }, { - "id": 269, - "type": "VAELoader", + "id": 255, + "type": "UNETLoader", "pos": [ - -1408.0694355918956, - 4475.9869341188905 + -1329.2869284751923, + 3563.1975586682024 ], "size": [ - 332.4827641267634, - 60.22415639857627 + 320.66467204536764, + 89.41528260002815 ], "flags": { - "collapsed": false + "collapsed": true }, - "order": 32, + "order": 21, "mode": 0, "inputs": [], "outputs": [ { - "name": "VAE", - "type": "VAE", - "links": [ - 497 - ] + "name": "MODEL", + "type": "MODEL", + "links": [] } ], - "title": "Tiny Vae (for sampler previews)", "properties": { "cnr_id": "comfy-core", - "ver": "0.10.0", - "Node name for S&R": "VAELoader" + "ver": "0.8.2", + "Node name for S&R": "UNETLoader" }, "widgets_values": [ - "taeltx_2.safetensors" + "LTXVideo\\v2\\ltx-2-19b-distilled-fp8_transformer_only.safetensors", + "default" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)", @@ -2703,134 +2262,152 @@ "ndPowerEnabled": false }, { - "id": 194, - "type": "INTConstant", + "id": 188, + "type": "SetNode", "pos": [ - -1414.8269960447722, - 4775.121539577845 + -1306.2840123157916, + 3916.3045221704297 ], "size": [ - 210, - 58 + 332.4827641267634, + 50 ], "flags": { - "collapsed": false + "collapsed": true }, - "order": 33, + "order": 61, "mode": 0, - "inputs": [], + "inputs": [ + { + "name": "LATENT_UPSCALE_MODEL", + "type": "LATENT_UPSCALE_MODEL", + "link": 403 + } + ], "outputs": [ { - "name": "value", - "type": "INT", - "links": [ - 405 - ] + "name": "*", + "type": "*", + "links": null } ], - "title": "WIDTH", + "title": "Set_upscale_model", "properties": { - "cnr_id": "comfyui-kjnodes", - "ver": "c6ce76d00bb8177d1b0286cad891df08eff5226e", - "Node name for S&R": "INTConstant" + "previousName": "upscale_model" }, "widgets_values": [ - 1280 - ], - "color": "#006691", - "bgcolor": "rgba(24,24,27,.9)" + "upscale_model" + ] }, { - "id": 294, - "type": "MarkdownNote", + "id": 190, + "type": "DualCLIPLoader", "pos": [ - -1745.6200553792899, - 4714.127066944102 + -1387.3200150437756, + 4019.2485699707586 ], "size": [ - 243.34632296886753, - 112.66926459377282 + 325.8044018136112, + 130 ], "flags": { - "collapsed": false + "collapsed": true }, - "order": 34, + "order": 22, "mode": 0, "inputs": [], - "outputs": [], - "title": "Video settings", - "properties": {}, + "outputs": [ + { + "name": "CLIP", + "type": "CLIP", + "links": [] + } + ], + "title": "CLIPLoader (Gemma + LTX Embeddings)", + "properties": { + "cnr_id": "comfy-core", + "ver": "0.8.2", + "Node name for S&R": "DualCLIPLoader" + }, "widgets_values": [ - "If low on Ram/Vram, try width height to 832 x 480 or 960 x 544. If you can, run at 1280 x 720 or higher.\n\n\nLength in seconds : try 5, 10 or 20. \nfps : 24 or 25 (or 48 or 50 if your pc can run it)" + "gemma_3_12B_it_fp8_scaled.safetensors", + "ltx-2-19b-embeddings_connector_distill_bf16.safetensors", + "ltxv", + "default" ], - "color": "#222", - "bgcolor": "#000" + "color": "#1f1f48", + "bgcolor": "rgba(24,24,27,.9)", + "ndSuperSelectorEnabled": false, + "ndPowerEnabled": false }, { - "id": 281, - "type": "GetNode", + "id": 189, + "type": "LatentUpscaleModelLoader", "pos": [ - -369.1972160763781, - 3631.2223119104915 + -1401.6173871693147, + 3873.2879188322772 ], "size": [ - 405.8309551043625, - 60 + 332.4827641267634, + 88.01871598714206 ], - "flags": { - "collapsed": true - }, - "order": 35, + "flags": {}, + "order": 23, "mode": 0, "inputs": [], "outputs": [ { - "name": "MODEL", - "type": "MODEL", + "name": "LATENT_UPSCALE_MODEL", + "type": "LATENT_UPSCALE_MODEL", "links": [ - 585 + 403 ] } ], - "title": "Get_model", - "properties": {}, + "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": [ - "model" + "ltx-2-spatial-upscaler-x2-1.0.safetensors" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)" }, { - "id": 260, - "type": "LTX2SamplingPreviewOverride", + "id": 134, + "type": "LoraLoaderModelOnly", "pos": [ - 525.909927715342, - 3635.5568240778266 + -1397.0062326295933, + 3740.315641632919 ], "size": [ - 280.4178504628544, - 98 + 332.4827641267634, + 82 ], "flags": {}, - "order": 58, + "order": 57, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", - "link": 492 - }, - { - "name": "latent_upscale_model", - "shape": 7, - "type": "LATENT_UPSCALE_MODEL", - "link": null - }, - { - "name": "vae", - "shape": 7, - "type": "VAE", - "link": 493 + "link": 542 } ], "outputs": [ @@ -2838,336 +2415,218 @@ "name": "MODEL", "type": "MODEL", "links": [ - 604 + 622 ] } ], + "title": "Distill Lora (if dev model with low steps)", "properties": { - "cnr_id": "comfyui-kjnodes", - "ver": "9e9c3ddc137d04e40f3643cfed78d34cbecb800b", - "Node name for S&R": "LTX2SamplingPreviewOverride" + "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": [ - 8 - ] + "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": 162, - "type": "LTXVPreprocess", + "id": 194, + "type": "INTConstant", "pos": [ - 147.75017751864723, - 3632.7797107177103 + -1414.8269960447722, + 4775.121539577845 ], "size": [ - 270, + 210, 58 ], "flags": { "collapsed": false }, - "order": 54, + "order": 24, "mode": 0, - "inputs": [ - { - "name": "image", - "type": "IMAGE", - "link": 436 - } - ], + "inputs": [], "outputs": [ { - "name": "output_image", - "type": "IMAGE", + "name": "value", + "type": "INT", "links": [ - 353, - 437 + 405 ] } ], + "title": "WIDTH", "properties": { - "cnr_id": "comfy-core", - "ver": "0.3.60", - "Node name for S&R": "LTXVPreprocess" + "cnr_id": "comfyui-kjnodes", + "ver": "c6ce76d00bb8177d1b0286cad891df08eff5226e", + "Node name for S&R": "INTConstant" }, "widgets_values": [ - 33 - ] + 1280 + ], + "color": "#006691", + "bgcolor": "rgba(24,24,27,.9)" }, { - "id": 117, - "type": "LTXVConcatAVLatent", + "id": 195, + "type": "INTConstant", "pos": [ - 1595.1520946549667, - 4136.34839347977 + -1178.6045889707016, + 4776.4887489625025 ], "size": [ - 270, - 46 + 210, + 58 ], - "flags": {}, - "order": 99, + "flags": { + "collapsed": false + }, + "order": 25, "mode": 0, - "inputs": [ - { - "name": "video_latent", - "type": "LATENT", - "link": 373 - }, - { - "name": "audio_latent", - "type": "LATENT", - "link": 475 - } - ], + "inputs": [], "outputs": [ { - "name": "latent", - "type": "LATENT", + "name": "value", + "type": "INT", "links": [ - 602 + 404 ] } ], + "title": "HEIGHT", "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 + "cnr_id": "comfyui-kjnodes", + "ver": "c6ce76d00bb8177d1b0286cad891df08eff5226e", + "Node name for S&R": "INTConstant" }, - "widgets_values": [] - }, - { - "id": 125, - "type": "LTXVSeparateAVLatent", - "pos": [ - 2310.6102205246007, - 3647.477138745707 - ], - "size": [ - 257.2388542190106, - 46 - ], - "flags": {}, - "order": 101, - "mode": 0, - "inputs": [ - { - "name": "av_latent", - "type": "LATENT", - "link": 603 - } - ], - "outputs": [ - { - "name": "video_latent", - "type": "LATENT", - "links": [ - 302 - ] - }, - { - "name": "audio_latent", - "type": "LATENT", - "links": [ - 430 - ] - } + "widgets_values": [ + 704 ], - "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": [] + "color": "#006691", + "bgcolor": "rgba(24,24,27,.9)" }, { - "id": 114, - "type": "RandomNoise", + "id": 187, + "type": "INTConstant", "pos": [ - 1595.1520946549667, - 3629.460659521149 + -939.1349932096659, + 4772.720173226535 ], "size": [ - 270, - 82 + 210, + 58 ], "flags": {}, - "order": 36, + "order": 26, "mode": 0, "inputs": [], "outputs": [ { - "name": "NOISE", - "type": "NOISE", + "name": "value", + "type": "INT", "links": [ - 598 + 554 ] } ], + "title": "LENGTH (in seconds)", "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 + "cnr_id": "comfyui-kjnodes", + "ver": "c6ce76d00bb8177d1b0286cad891df08eff5226e", + "Node name for S&R": "INTConstant" }, "widgets_values": [ - 12345, - "fixed" - ] + 10 + ], + "color": "#006691", + "bgcolor": "rgba(24,24,27,.9)" }, { - "id": 289, - "type": "GetNode", + "id": 253, + "type": "MarkdownNote", "pos": [ - 2738.2290329889297, - 3707.511636409416 + -1858.3536826670636, + 3854.2660556378405 ], "size": [ - 210, - 60 + 380, + 140 ], "flags": { - "collapsed": true + "collapsed": false }, - "order": 37, + "order": 27, "mode": 0, "inputs": [], - "outputs": [ - { - "name": "FLOAT", - "type": "FLOAT", - "links": [ - 550 - ] - } - ], - "title": "Get_fps", + "outputs": [], + "title": "Prompting LTX-2", "properties": {}, "widgets_values": [ - "fps" + "## 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": "#346434", - "bgcolor": "rgba(24,24,27,.9)" + "color": "#222", + "bgcolor": "#000" }, { - "id": 140, - "type": "VHS_VideoCombine", + "id": 294, + "type": "MarkdownNote", "pos": [ - 2643.7311005456063, - 3616.06787412744 + -1868.5342756356076, + 4733.49504045515 ], "size": [ - 426.2464725367772, - 571.4355598952275 + 417.08369670623347, + 118.72987065437883 ], - "flags": {}, - "order": 104, + "flags": { + "collapsed": false + }, + "order": 28, "mode": 0, - "inputs": [ - { - "name": "images", - "type": "IMAGE", - "link": 313 - }, - { - "name": "audio", - "shape": 7, - "type": "AUDIO", - "link": 416 - }, - { - "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": 550 - } - ], - "outputs": [ - { - "name": "Filenames", - "type": "VHS_FILENAMES", - "links": null - } + "inputs": [], + "outputs": [], + "title": "Video settings", + "properties": {}, + "widgets_values": [ + "If low on Ram/Vram, try width height to 832 x 480 or 960 x 544. If you can, run at 1280 x 720 or higher.\n\n\nLength in seconds : try 5, 10 or 20. \nfps : 24 or 25 (or 48 or 50 if your pc can run it)" ], - "properties": { - "cnr_id": "comfyui-videohelpersuite", - "ver": "8923bd836bdab8b7bbdf4ed104b7d045e70c66e2", - "Node name for S&R": "VHS_VideoCombine" - }, - "widgets_values": { - "frame_rate": 25, - "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": true, - "videopreview": { - "hidden": false, - "paused": false, - "params": { - "filename": "LTX-2_00397-audio.mp4", - "subfolder": "", - "type": "output", - "format": "video/h264-mp4", - "frame_rate": 24, - "workflow": "LTX-2_00397.png", - "fullpath": "E:\\AI\\ComfyUI\\output\\LTX-2_00397-audio.mp4" - } - } - } + "color": "#222", + "bgcolor": "#000" }, { - "id": 306, + "id": 312, "type": "GetNode", "pos": [ - 1313.0941349534962, - 4449.49976446556 + 528.1995048537186, + 3758.1012069311346 ], "size": [ - 210, - 60 + 316.7017578125, + 50 ], "flags": { "collapsed": true }, - "order": 38, + "order": 29, "mode": 0, "inputs": [], "outputs": [ @@ -3175,431 +2634,261 @@ "name": "MODEL", "type": "MODEL", "links": [ - 586 + 680 ] } ], - "title": "Get_model_loras", + "title": "Get_model", "properties": {}, "widgets_values": [ - "model_loras" + "model" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)" }, { - "id": 304, - "type": "LoraLoaderModelOnly", + "id": 333, + "type": "KSamplerSelect", "pos": [ - 1290.685192772287, - 4523.321765009968 + 528.1995048537186, + 4182.2107535106 ], "size": [ - 380.2271484375, - 85.42705146159551 + 316.7017578125, + 68.88020833333334 ], "flags": {}, - "order": 62, - "mode": 4, - "inputs": [ - { - "name": "model", - "type": "MODEL", - "link": 586 - } - ], + "order": 30, + "mode": 0, + "inputs": [], "outputs": [ { - "name": "MODEL", - "type": "MODEL", + "name": "SAMPLER", + "type": "SAMPLER", "links": [ - 587 + 633 ] } ], - "title": "Enable if using DEV model without the lora in part 1", "properties": { "cnr_id": "comfy-core", - "ver": "0.3.75", - "Node name for S&R": "LoraLoaderModelOnly", + "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, - "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" - } - ] + "secondTabWidth": 65 }, "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 + "euler_ancestral" + ] }, { - "id": 255, - "type": "UNETLoader", + "id": 310, + "type": "GetNode", "pos": [ - -1723.1642930015942, - 4136.452194300573 + 528.1995048537186, + 4412.2554379984185 ], "size": [ - 320.66467204536764, - 89.41528260002815 + 316.7017578125, + 34 ], "flags": { "collapsed": true }, - "order": 39, + "order": 31, "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": 257, - "type": "DualCLIPLoaderGGUF", - "pos": [ - -1408.0694355918956, - 4038.1772995726947 - ], - "size": [ - 332.4827641267634, - 111.14057719239372 - ], - "flags": {}, - "order": 40, - "mode": 0, - "inputs": [], - "outputs": [ - { - "name": "CLIP", - "type": "CLIP", + "name": "CONDITIONING", + "type": "CONDITIONING", "links": [ - 488 + 638 ] } ], - "title": "Clip (Gemma GGUF + LTX embeddings)", - "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_dev_bf16.safetensors", - "ltxv" - ], - "color": "#1f1f48", - "bgcolor": "rgba(24,24,27,.9)", - "ndSuperSelectorEnabled": false, - "ndPowerEnabled": false - }, - { - "id": 251, - "type": "MarkdownNote", - "pos": [ - -1865.9508891801368, - 3535.618515583868 - ], - "size": [ - 382.280702747692, - 89.8245395507779 - ], - "flags": { - "collapsed": false - }, - "order": 41, - "mode": 0, - "inputs": [], - "outputs": [], - "title": "About Models", + "title": "Get_negative", "properties": {}, "widgets_values": [ - "Download models from here:\n\n\nhttps://huggingface.co/Kijai/LTXV2_comfy\n\nhttps://huggingface.co/unsloth/gemma-3-12b-it-GGUF/\n" + "negative" ], - "color": "#222", - "bgcolor": "#000" + "color": "#38291f", + "bgcolor": "rgba(24,24,27,.9)" }, { - "id": 223, - "type": "SetNode", + "id": 313, + "type": "GetNode", "pos": [ - -1318.9436647165053, - 3795.862429495441 + 528.1995048537186, + 4540.227880007626 ], "size": [ - 332.4827641267634, - 60 + 316.7017578125, + 34 ], "flags": { "collapsed": true }, - "order": 79, - "mode": 0, - "inputs": [ - { - "name": "MODEL", - "type": "MODEL", - "link": 588 - } - ], - "outputs": [ - { - "name": "*", - "type": "*", - "links": null - } - ], - "title": "Set_model", - "properties": { - "previousName": "model" - }, - "widgets_values": [ - "model" - ], - "color": "#1f1f48", - "bgcolor": "rgba(24,24,27,.9)" - }, - { - "id": 134, - "type": "LoraLoaderModelOnly", - "pos": [ - -1410.5138800363402, - 3751.3707414909304 - ], - "size": [ - 332.4827641267634, - 82 - ], - "flags": {}, - "order": 65, + "order": 32, "mode": 0, - "inputs": [ - { - "name": "model", - "type": "MODEL", - "link": 542 - } - ], + "inputs": [], "outputs": [ { - "name": "MODEL", - "type": "MODEL", + "name": "LATENT", + "type": "LATENT", "links": [ - 588 + 635, + 655 ] } ], - "title": "Distill Lora (if dev model with low steps)", - "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" - } - ] - }, + "title": "Get_latent", + "properties": {}, "widgets_values": [ - "LTX\\v2\\ltx-2-19b-distilled-lora_resized_dynamic_fro09_avg_rank_175_bf16.safetensors", - 0.6 + "latent" ], - "color": "#1f1f48", - "bgcolor": "rgba(24,24,27,.9)", - "ndSuperSelectorEnabled": false, - "ndPowerEnabled": false + "color": "#422342", + "bgcolor": "rgba(24,24,27,.9)" }, { - "id": 189, - "type": "LatentUpscaleModelLoader", + "id": 311, + "type": "GetNode", "pos": [ - -1408.0694355918956, - 3902.6663070823374 + 528.1995048537186, + 4354.759221514525 ], "size": [ - 332.4827641267634, - 88.01871598714206 + 316.7017578125, + 34 ], - "flags": {}, - "order": 42, + "flags": { + "collapsed": true + }, + "order": 33, "mode": 0, "inputs": [], "outputs": [ { - "name": "LATENT_UPSCALE_MODEL", - "type": "LATENT_UPSCALE_MODEL", + "name": "CONDITIONING", + "type": "CONDITIONING", "links": [ - 403 + 637 ] } ], - "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 - }, + "title": "Get_positive", + "properties": {}, "widgets_values": [ - "ltx-2-spatial-upscaler-x2-1.0.safetensors" + "positive" ], - "color": "#1f1f48", + "color": "#38291f", "bgcolor": "rgba(24,24,27,.9)" }, { - "id": 197, - "type": "UnetLoaderGGUF", + "id": 358, + "type": "GetNode", "pos": [ - 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270, + 316.7017578125, 60 ], "flags": { "collapsed": true }, - "order": 44, + "order": 35, "mode": 0, "inputs": [], "outputs": [ { - "name": "LATENT_UPSCALE_MODEL", - "type": "LATENT_UPSCALE_MODEL", + "name": "VAE", + "type": "VAE", "links": [ - 591 + 684 ] } ], - "title": "Get_upscale_model", + "title": "Get_vae_tiny", "properties": {}, "widgets_values": [ - "upscale_model" - ] + "vae_tiny" + ], + "color": "#af3535", + "bgcolor": "rgba(24,24,27,.9)" }, { - "id": 258, + "id": 355, "type": "LTX2SamplingPreviewOverride", "pos": [ - 1293.6667771086286, - 3631.7690365227395 + 528.1995048537186, + 3834.6731887270853 ], "size": [ - 270, + 316.7017578125, 98 ], "flags": {}, - "order": 78, + "order": 75, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", - "link": 587 + "link": 682 }, { "name": "latent_upscale_model", "shape": 7, "type": "LATENT_UPSCALE_MODEL", - "link": 591 + "link": null }, { "name": "vae", "shape": 7, "type": "VAE", - "link": 498 + "link": 684 } ], "outputs": [ @@ -3607,13 +2896,13 @@ "name": "MODEL", "type": "MODEL", "links": [ - 566 + 685 ] } ], "properties": { "cnr_id": "comfyui-kjnodes", - "ver": "9e9c3ddc137d04e40f3643cfed78d34cbecb800b", + "ver": "17282f9cff7c4f7d3c50fcea5061fad4d87d6aea", "Node name for S&R": "LTX2SamplingPreviewOverride" }, "widgets_values": [ @@ -3621,178 +2910,214 @@ ] }, { - "id": 196, - "type": "VAELoaderKJ", + "id": 354, + "type": "LTX2AudioLatentNormalizingSampling", "pos": [ - -1408.926198457294, - 4205.516626784683 + 528.1995048537186, + 3730.963220111126 ], "size": [ - 332.4827641267634, - 108.00311157930264 + 316.7017578125, + 58 ], "flags": {}, - "order": 45, + "order": 65, "mode": 0, - "inputs": [], + "inputs": [ + { + "name": "model", + "type": "MODEL", + "link": 680 + } + ], "outputs": [ { - "name": "VAE", - "type": "VAE", + "name": "MODEL", + "type": "MODEL", "links": [ - 443 + 682 ] } ], - "title": "VAELoader KJ (audio VAE)", "properties": { "cnr_id": "comfyui-kjnodes", - "ver": "487c7d86a0230aae3d8c0a37d517159b73834f85", - "Node name for S&R": "VAELoaderKJ" + "ver": "17282f9cff7c4f7d3c50fcea5061fad4d87d6aea", + "Node name for S&R": "LTX2AudioLatentNormalizingSampling" }, "widgets_values": [ - 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"name": "value", - "type": "INT", + "name": "model", + "type": "MODEL", "links": [ - 404 + 686 ] } ], - "title": "HEIGHT", "properties": { "cnr_id": "comfyui-kjnodes", - "ver": "c6ce76d00bb8177d1b0286cad891df08eff5226e", - "Node name for S&R": "INTConstant" + "ver": "17282f9cff7c4f7d3c50fcea5061fad4d87d6aea", + "Node name for S&R": "LTX2_NAG" }, "widgets_values": [ - 704 - ], - "color": "#006691", - "bgcolor": "rgba(24,24,27,.9)" + 11, + 0.25, + 2.5 + ] }, { - "id": 107, - "type": "LTXVConditioning", + "id": 317, + "type": "SamplerCustomAdvanced", "pos": [ - -291.9491364249252, - 4556.2215552106945 + 912.9671167275231, + 3588.3797814471686 ], "size": [ - 270, - 86.66666666666667 + 353.1411409935049, + 310.186561480823 ], "flags": {}, - "order": 71, + "order": 94, "mode": 0, "inputs": [ { - "name": "positive", - "type": "CONDITIONING", - "link": 286 + "name": "noise", + "type": "NOISE", + "link": 631 }, { - "name": "negative", - "type": "CONDITIONING", - "link": 287 + "name": "guider", + "type": "GUIDER", + "link": 632 }, { - "name": "frame_rate", - "type": "FLOAT", - "widget": { - "name": "frame_rate" - }, - "link": 547 + "name": "sampler", + "type": "SAMPLER", + "link": 633 + }, + { + "name": "sigmas", + "type": "SIGMAS", + "link": 634 + }, + { + "name": "latent_image", + "type": "LATENT", + "link": 635 } ], "outputs": [ { - "name": "positive", - "type": "CONDITIONING", + "name": "output", + "type": "LATENT", "links": [ - 455 + 654 ] }, { - "name": "negative", - "type": "CONDITIONING", - "links": [ - 456 - ] + "name": "denoised_output", + "type": "LATENT", + "links": [] } ], "properties": { "cnr_id": "comfy-core", - "ver": "0.3.56", - "Node name for S&R": "LTXVConditioning", + "ver": "0.3.60", + "Node name for S&R": "SamplerCustomAdvanced", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, @@ -3801,138 +3126,114 @@ "secondTabOffset": 80, "secondTabWidth": 65 }, - "widgets_values": [ - 24 - ] + "widgets_values": [] }, { - "id": 288, - "type": "CM_FloatToInt", + "id": 319, + "type": "GetNode", "pos": [ - 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