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"mode": 0, "inputs": [ { "name": "av_latent", "type": "LATENT", "link": 562 } ], "outputs": [ { "name": "video_latent", "type": "LATENT", "links": [ 302 ] }, { "name": "audio_latent", "type": "LATENT", "links": [ 430 ] } ], "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": 344, "type": "GetNode", "pos": [ 237.99144812298735, 3814.06500689016 ], "size": [ 271.305509971064, 60 ], "flags": { "collapsed": true }, "order": 24, "mode": 0, "inputs": [], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 627 ] } ], "title": "Get_model", "properties": { "Node name for S&R": "GetNode", "aux_id": "kijai/ComfyUI-KJNodes" }, "widgets_values": [ "model" ] }, { "id": 115, "type": "RandomNoise", "pos": [ 237.99144812298735, 3635.2926194922593 ], "size": [ 271.305509971064, 82 ], "flags": {}, "order": 25, "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": [ 43, "fixed" ], "color": "#006691", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 343, "type": "GetNode", "pos": [ 273.75003497061414, 4532.958178219769 ], "size": [ 271.305509971064, 60 ], "flags": { "collapsed": true }, "order": 26, "mode": 0, "inputs": [], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 623, 624 ] } ], "title": "Get_negative", "properties": { "Node name for S&R": "GetNode", "aux_id": "kijai/ComfyUI-KJNodes" }, "widgets_values": [ "negative" ] }, { "id": 322, "type": "GetNode", "pos": [ -24.85188038740955, 4471.396478929093 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 27, "mode": 0, "inputs": [], "outputs": [ { "name": "FLOAT", "type": "FLOAT", "links": [ 600 ] } ], "title": "Get_fps", "properties": { "Node name for S&R": "GetNode", "aux_id": "kijai/ComfyUI-KJNodes" }, "widgets_values": [ "fps" ] }, { "id": 226, "type": "SetNode", "pos": [ -86.21565705316577, 4489.73876465332 ], "size": [ 210, 60 ], "flags": { "collapsed": true }, "order": 104, "mode": 0, "inputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "link": 455 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_positive", "properties": { "Node name for S&R": "SetNode", "aux_id": "kijai/ComfyUI-KJNodes", "previousName": "positive" }, "widgets_values": [ "positive" ], "color": "#38291f", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 227, "type": "SetNode", "pos": [ -29.742659196724304, 4498.2660995229035 ], "size": [ 210, 58 ], "flags": { "collapsed": true }, "order": 105, "mode": 0, "inputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "link": 456 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_negative", "properties": { "Node name for S&R": "SetNode", "aux_id": "kijai/ComfyUI-KJNodes", "previousName": "negative" }, "widgets_values": [ "negative" ], "color": "#38291f", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 107, "type": "LTXVConditioning", "pos": [ -128.45264555902682, 4442.679834689612 ], "size": [ 270, 86.66666666666667 ], "flags": { "collapsed": false }, "order": 94, "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": 600 } ], "outputs": [ { "name": "positive", "type": "CONDITIONING", "links": [ 455 ] }, { "name": "negative", "type": "CONDITIONING", "links": [ 456 ] } ], "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": 108, "type": "EmptyLTXVLatentVideo", "pos": [ -129.42226803816817, 3762.1968230460407 ], "size": [ 270, 146.66666666666669 ], "flags": {}, "order": 61, "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 }, "widgets_values": [ 704, 512, 121, 1 ] }, { "id": 303, "type": "SetNode", "pos": [ -550.0867256817794, 3637.178773994079 ], "size": [ 386.66127530410665, 60 ], "flags": { "collapsed": true }, "order": 116, "mode": 0, "inputs": [ { "name": "MODEL", "type": "MODEL", "link": 590 } ], "outputs": [ { "name": "*", "type": "*", "links": null } ], "title": "Set_model_with_lora", "properties": { "Node name for S&R": "SetNode", "aux_id": "kijai/ComfyUI-KJNodes", "previousName": "model_with_lora" }, "widgets_values": [ "model_with_lora" ] }, { "id": 110, "type": "CLIPTextEncode", "pos": [ -544.3878880277869, 4662.161214102725 ], "size": [ 399.63590017424167, 103.38988981318835 ], "flags": { "collapsed": true }, "order": 67, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 441 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 287 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.56", "Node name for S&R": "CLIPTextEncode", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ "blurry, oversaturated, pixelated, low resolution, grainy, distorted, noise, compression artifacts, jpeg artifacts, glitches, watermark, text, logo, signature, copyright, subtitles, distorted sound, saturated sound, loud" ], "color": "#422342", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 333, "type": "MarkdownNote", "pos": [ -2016.148013263032, 4221.747936479518 ], "size": [ 382.280702747692, 107.3859507080042 ], "flags": { "collapsed": false }, "order": 28, "mode": 0, "inputs": [], "outputs": [], "title": "Sampler Preview", "properties": {}, "widgets_values": [ "Tiny VAE for sampler previews. \nOptionally you can drop this for a lower res latent RGB built into the node \n\nhttps://github.com/madebyollin/taehv/blob/main/safetensors/taeltx2_3.safetensors" ], "color": "#222", "bgcolor": "#000" }, { "id": 353, "type": "MarkdownNote", "pos": [ -2014.487190155928, 4387.02842733852 ], "size": [ 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But it can be a bit sensitive to having correct Gemma if using GGUF models. Alternatively you can bypass/disable this feature " ], "color": "#222", "bgcolor": "#000" }, { "id": 121, "type": "CLIPTextEncode", "pos": [ -556.4243754877821, 4356.526033712067 ], "size": [ 429.64913571999637, 364.52450350970093 ], "flags": { "collapsed": true }, "order": 80, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 440 }, { "name": "text", "type": "STRING", "widget": { "name": "text" }, "link": 659 } ], "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": [ "= Enhanced Prompt = \n" ], "color": "#346434", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 214, "type": "GetNode", "pos": [ -504.66713364789655, 4486.024261409556 ], "size": [ 429.64913571999637, 58 ], "flags": 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"flags": {}, "order": 32, "mode": 0, "inputs": [], "outputs": [ { "name": "SAMPLER", "type": "SAMPLER", "links": [ 274 ] } ], "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": [ "euler_cfg_pp" ] }, { "id": 100, "type": "ManualSigmas", "pos": [ 955.6709795366343, 4440.529873745347 ], "size": [ 270, 69.30926982326673 ], "flags": { "collapsed": true }, "order": 33, "mode": 0, "inputs": [], "outputs": [ { "name": "SIGMAS", "type": "SIGMAS", "links": [] } ], "title": "ManualSigmas (LTX-2.0)", "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, 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106.66666666666667 ], "flags": { "collapsed": false }, "order": 66, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 627 }, { "name": "positive", "type": "CONDITIONING", "link": 460 }, { "name": "negative", "type": "CONDITIONING", "link": 459 } ], "outputs": [ { "name": "GUIDER", "type": "GUIDER", "links": [ 505 ] } ], "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 ] }, { "id": 206, "type": "LTXVScheduler", "pos": [ 250.9807357795346, 4045.072832336698 ], "size": [ 271.305509971064, 171.71352573079776 ], "flags": { "collapsed": true }, "order": 68, "mode": 0, "inputs": [ { "name": "latent", "shape": 7, "type": "LATENT", "link": 466 } ], "outputs": [ { "name": "SIGMAS", "type": "SIGMAS", "links": [] } ], "title": "LTXVScheduler (for more steps )", "properties": { "cnr_id": "comfy-core", "ver": "0.3.56", "Node name for S&R": "LTXVScheduler", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65 }, "widgets_values": [ 8, 2.05, 0.95, true, 0.1 ] }, { "id": 359, "type": "ManualSigmas", "pos": [ 236.51496624797247, 4099.507384633422 ], "size": [ 269.02566338233964, 58 ], "flags": {}, "order": 36, "mode": 0, "inputs": [], "outputs": [ { "name": "SIGMAS", "type": "SIGMAS", "links": [ 639 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.14.1", "Node name for S&R": "ManualSigmas" }, "widgets_values": [ "1.0, 0.99375, 0.9875, 0.98125, 0.975, 0.909375, 0.725, 0.421875, 0.0" ] }, { "id": 113, "type": "SamplerCustomAdvanced", "pos": [ 567.4154778147812, 3647.772355267464 ], "size": [ 262.10818770989886, 260.87578270797184 ], "flags": {}, "order": 85, "mode": 0, "inputs": [ { "name": "noise", "type": "NOISE", "link": 259 }, { "name": 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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)" ], "color": "#222", "bgcolor": "#000" }, { "id": 5290, "type": "Fast Groups Bypasser (rgthree)", "pos": [ -2003.2495028452665, 4813.671538169175 ], "size": [ 368.50278761522543, 86.84679498563764 ], "flags": {}, "order": 54, "mode": 0, "inputs": [], "outputs": [ { "name": "OPT_CONNECTION", "type": "*", "links": null } ], "title": "Single Pass - Turn off BOTH for single pass", "properties": { "matchColors": "", "matchTitle": "2nd pass*", "showNav": false, "showAllGraphs": true, "sort": "position", "customSortAlphabet": "", "toggleRestriction": "default" }, "color": "#006691", "bgcolor": "rgba(24,24,27,.9)" }, { "id": 215, "type": "SetNode", "pos": [ -1406.8423363184518, 3638.6119469270266 ], "size": [ 252.26170067627936, 58 ], "flags": { "collapsed": true }, "order": 91, "mode": 0, "inputs": [ { "name": "VAE", "type": "VAE", "link": 652 } ], "outputs": [ { "name": "VAE", "type": "VAE", "links": null } ], "title": "Set_vae", "properties": { "Node name for S&R": "SetNode", "aux_id": "kijai/ComfyUI-KJNodes", "previousName": "vae" }, "widgets_values": [ "vae" ] }, { "id": 368, "type": "LTXVAudioVAELoader", "pos": [ -1537.9562142080254, 4301.294599593635 ], "size": [ 388.25297814700184, 58 ], "flags": {}, "order": 79, "mode": 0, "inputs": [ { "name": "ckpt_name", "type": "COMBO", "widget": { "name": "ckpt_name" }, "link": 4729 } ], "outputs": [ { "name": "Audio VAE", "type": "VAE", "links": [ 654 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.20.1", "Node name for S&R": "LTXVAudioVAELoader" }, "widgets_values": [ "VIDEO\\LTX\\LTX-2\\ltx-2.3-22b-dev-fp8.safetensors" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)", "ndSuperSelectorEnabled": false, "ndPowerEnabled": false }, { "id": 366, "type": "LTXAVTextEncoderLoader", "pos": [ -1537.9562142080254, 4100.069867830512 ], "size": [ 388.25297814700184, 129.2998297344202 ], "flags": {}, "order": 78, "mode": 0, "inputs": [ { "name": "ckpt_name", "type": "COMBO", "widget": { "name": "ckpt_name" }, "link": 4728 } ], "outputs": [ { "name": "CLIP", "type": "CLIP", "links": [ 649 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.20.1", "Node name for S&R": "LTXAVTextEncoderLoader" }, "widgets_values": [ "gemma_3_12B_it_fp8_scaled.safetensors", "VIDEO\\LTX\\LTX-2\\ltx-2.3-22b-dev-fp8.safetensors", "default" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)", "ndSuperSelectorEnabled": false, "ndPowerEnabled": false }, { "id": 251, "type": "MarkdownNote", "pos": [ -2018.8679017555978, 3499.4577331178853 ], "size": [ 385.9531867206899, 125.32521795642333 ], "flags": { "collapsed": false }, "order": 55, "mode": 0, "inputs": [], "outputs": [], "title": "About Models", "properties": {}, "widgets_values": [ "This workflow is for **full checkpoint models** and NOT for split models (from Kijai etc)\n\nThis workflow uses LTX own regular models, from the LTX repro, or models trained on dev model as full checkpoints \n\n**YOU MUST LOAD THE SAME CHECKPOINT MODEL IN \"LOAD CHECKPOINT\", \"AUDIO VAE\" and in \"TEXT ENCODER\"**\n" ], "color": "#222", "bgcolor": "#000" }, { "id": 250, "type": "MarkdownNote", "pos": [ -2016.0454872038076, 3672.1418664397074 ], "size": [ 382.280702747692, 140 ], "flags": { "collapsed": false }, "order": 56, "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": 253, "type": "MarkdownNote", "pos": [ -2014.7542752251195, 3856.3343910705157 ], "size": [ 382.280702747692, 140 ], "flags": { "collapsed": false }, "order": 57, "mode": 0, "inputs": [], "outputs": [], "title": "Prompting LTX-2", "properties": {}, "widgets_values": [ "## LTX-2 Prompting Tips\n1. **Core Actions**: Describe events and actions as they occur over time \n2. **Audio**: Describe sounds and dialogue needed for the scene \n3. **Reference Image**: Do not repeat details already present \n4. **Consistency**: Avoid instructions that do not match the reference image, as this will degrade results" ], "color": "#222", "bgcolor": "#000" }, { "id": 367, "type": "CheckpointLoaderSimple", "pos": [ -1508.511678583406, 3648.0108574388087 ], "size": [ 382.5686910624172, 104.6655584109908 ], "flags": { "collapsed": true }, "order": 77, "mode": 0, "inputs": [ { "name": "ckpt_name", "type": "COMBO", "widget": { "name": "ckpt_name" }, "link": 4727 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 651 ] }, { "name": "CLIP", "type": "CLIP", "links": null }, { "name": "VAE", "type": "VAE", "links": [ 652 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.20.1", "Node name for S&R": "CheckpointLoaderSimple" }, "widgets_values": [ "VIDEO\\LTX\\LTX-2\\ltx-2.3-22b-dev-fp8.safetensors" ], "color": "#1f1f48", "bgcolor": "rgba(24,24,27,.9)", "ndSuperSelectorEnabled": false, "ndPowerEnabled": false }, { "id": 370, "type": "PathchSageAttentionKJ", "pos": [ -1536.6093827159582, 3439.639954219254 ], "size": [ 270, 82 ], "flags": { "collapsed": true }, "order": 103, "mode": 4, "inputs": [ { "name": "model", "type": "MODEL", "link": 657 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 656 ] } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "204f6d5aae73b10c0fe2fb26e61405fd6337bb77", "Node name for S&R": "PathchSageAttentionKJ" }, "widgets_values": [ "auto", false ] }, { "id": 342, "type": "LTX2_NAG", "pos": [ 244.132794287635, 4480.644574669967 ], "size": [ 271.305509971064, 170 ], "flags": {}, "order": 86, "mode": 4, "inputs": [ { "name": "model", "type": "MODEL", "link": 625 }, { "name": "nag_cond_video", "shape": 7, "type": "CONDITIONING", "link": 623 }, { "name": "nag_cond_audio", "shape": 7, "type": "CONDITIONING", "link": 624 } ], "outputs": [ { "name": "model", "type": "MODEL", "links": [ 626 ] } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "ff79c7332d7ea4aa85097a88fb09359f28cb487e", "Node name for S&R": "LTX2_NAG" }, "widgets_values": [ 11, 0.25, 2.5, true ] }, { "id": 5292, "type": "PrimitiveNode", "pos": [ -1535.0783732039185, 3637.046545921416 ], "size": [ 391.76933468363336, 112.35031840986721 ], "flags": { "collapsed": false }, "order": 58, "mode": 0, "inputs": [], "outputs": [ { "name": "COMBO", "type": "COMBO", "widget": { "name": "ckpt_name" }, "links": [ 4727, 4728, 4729 ] } ], 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[], "outputs": [ { "localized_name": "STRING", "name": "STRING", "type": "STRING", "links": [ 2944 ] } ], "title": "LTX-2 PROMPT INSTRUCT", "properties": { "cnr_id": "comfy-core", "ver": "0.14.1", "Node name for S&R": "PrimitiveStringMultiline" }, "widgets_values": [ "You are a Creative Assistant writing concise, action-focused image-to-video prompts. Given an image (first frame) and user Raw Input Prompt, generate a prompt to guide video generation from that image.\n\n#### Guidelines:\n- Analyze the Image: Identify Subject, Setting, Elements, Style and Mood.\n- Follow user Raw Input Prompt: Include all requested motion, actions, camera movements, audio, and details. If in conflict with the image, prioritize user request while maintaining visual consistency (describe transition from image to user's scene).\n- Describe only changes from the image: Don't reiterate established visual details. Inaccurate descriptions may cause scene cuts.\n- Active language: Use present-progressive verbs (\"is walking,\" \"speaking\"). If no action specified, describe natural movements.\n- Chronological flow: Use temporal connectors (\"as,\" \"then,\" \"while\").\n- Audio layer: Describe complete soundscape throughout the prompt alongside actionsβ€”NOT at the end. Align audio intensity with action tempo. Include natural background audio, ambient sounds, effects, speech or music (when requested). Be specific (e.g., \"soft footsteps on tile\") not vague (e.g., \"ambient sound\").\n- Speech (only when requested): Provide exact words in quotes with character's visual/voice characteristics (e.g., \"The tall man speaks in a low, gravelly voice\"), language if not English and accent if relevant. If general conversation mentioned without text, generate contextual quoted dialogue. (i.e., \"The man is talking\" input -> the output should include exact spoken words, like: \"The man is talking in an excited voice saying: 'You won't believe what I just saw!' His hands gesture expressively as he speaks, eyebrows raised with enthusiasm. The ambient sound of a quiet room underscores his animated speech.\")\n- Style: Include visual style at beginning: \"Style: