Upload LTX_2.0_i2v_improved.json
Browse files
LTX_2.0_i2v_improved.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"id":"59dd2e5b-b2a4-4923-8c1d-e273d20e6ae1","revision":0,"last_node_id":106,"last_link_id":265,"nodes":[{"id":103,"type":"MarkdownNote","pos":[-590,3830],"size":[480,820],"flags":{},"order":0,"mode":0,"inputs":[],"outputs":[],"title":"Model Links","properties":{},"widgets_values":["Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\n\n\n## LTX-2 Prompting Tips\n\n1. **Core Actions**: Describe events and actions as they occur over time \n2. **Visual Details**: Describe all visual details you want to appear in the video \n3. **Audio**: Describe sounds and dialogue needed for the scene\n\n## Report LTX-2 Issues\nTo report any issues when running this workflow, [go to GitHub](https://github.com/Lightricks/ComfyUI-LTXVideo/issues)\n\n## Model links (for local users)\n\n**checkpoints**\n\n- [ltx-2-19b-distilled.safetensors](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-distilled.safetensors)\n\n- [ltx-2-19b-distilled-fp8.safetensors](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-19b-distilled-fp8.safetensors)\n\n**text_encoders**\n\n- [gemma_3_12B_it.safetensors](https://huggingface.co/Comfy-Org/ltx-2/resolve/main/split_files/text_encoders/gemma_3_12B_it.safetensors)\n\n**loras**\n\n- [ltx-2-19b-lora-camera-control-dolly-left.safetensors](https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-Left/resolve/main/ltx-2-19b-lora-camera-control-dolly-left.safetensors)\n\n**latent_upscale_models**\n\n- [ltx-2-spatial-upscaler-x2-1.0.safetensors](https://huggingface.co/Lightricks/LTX-2/resolve/main/ltx-2-spatial-upscaler-x2-1.0.safetensors)\n\n\nModel Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│ ├── 📂 checkpoints/\n│ │ ├── ltx-2-19b-distilled.safetensors\n│ │ └── ltx-2-19b-distilled-fp8.safetensors\n│ ├── 📂 text_encoders/\n│ │ └── gemma_3_12B_it.safetensors\n│ ├── 📂 loras/\n│ │ └── ltx-2-19b-lora-camera-control-dolly-left.safetensors\n│ └── 📂 latent_upscale_models/\n│ └── ltx-2-spatial-upscaler-x2-1.0.safetensors\n```\n\n\n## Report other issues\n\nNote: please update ComfyUI first ([guide](https://docs.comfy.org/zh-CN/installation/update_comfyui)) and prepare required models. Desktop/Cloud ship stable builds; nightly-supported models may not be included yet, please wait for the next stable release.\n\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)"],"color":"#222","bgcolor":"#000"},{"id":94,"type":"MarkdownNote","pos":[490,3690],"size":[210,88],"flags":{},"order":1,"mode":0,"inputs":[],"outputs":[],"title":"Note","properties":{},"widgets_values":["Click on the top-right corner of the node to open the [subgraph](https://docs.comfy.org/interface/features/subgraph)\n👇"],"color":"#222","bgcolor":"#000"},{"id":104,"type":"MarkdownNote","pos":[-90,4490],"size":[334.92365535050806,131.61375725960897],"flags":{"collapsed":false},"order":2,"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":102,"type":"ResizeImageMaskNode","pos":[-40,4250],"size":[284.375,154],"flags":{},"order":3,"mode":0,"inputs":[{"localized_name":"input","name":"input","type":"IMAGE,MASK","link":265},{"localized_name":"resize_type","name":"resize_type","type":"COMFY_DYNAMICCOMBO_V3","widget":{"name":"resize_type"},"link":null},{"localized_name":"resize_type.width","name":"resize_type.width","type":"INT","widget":{"name":"resize_type.width"},"link":null},{"localized_name":"resize_type.height","name":"resize_type.height","type":"INT","widget":{"name":"resize_type.height"},"link":null},{"localized_name":"resize_type.crop","name":"resize_type.crop","type":"COMBO","widget":{"name":"resize_type.crop"},"link":null},{"localized_name":"scale_method","name":"scale_method","type":"COMBO","widget":{"name":"scale_method"},"link":null}],"outputs":[{"localized_name":"resized","name":"resized","type":"IMAGE","links":[261]}],"properties":{"cnr_id":"comfy-core","ver":"0.7.0","Node name for S&R":"ResizeImageMaskNode","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":["scale dimensions",865,1153,"center","lanczos"]},{"id":105,"type":"Seed (rgthree)","pos":[294.8153261522287,4392.81979564987],"size":[315,130],"flags":{},"order":4,"mode":0,"inputs":[],"outputs":[{"dir":4,"name":"SEED","shape":3,"type":"INT","links":[264]}],"properties":{"cnr_id":"rgthree-comfy","ver":"1.0.2511270846","randomMax":1125899906842624,"randomMin":0},"widgets_values":[997919846749031,"","",""]},{"id":106,"type":"LoadImage","pos":[-89.3331879226277,3832.6664746655456],"size":[360,354.77864583333337],"flags":{},"order":5,"mode":0,"inputs":[{"localized_name":"image","name":"image","type":"COMBO","widget":{"name":"image"},"link":null},{"localized_name":"choose file to upload","name":"upload","type":"IMAGEUPLOAD","widget":{"name":"upload"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[265]},{"localized_name":"MASK","name":"MASK","type":"MASK","links":null}],"properties":{"cnr_id":"comfy-core","ver":"0.9.2","Node name for S&R":"LoadImage"},"widgets_values":["sex1.jpg","image"]},{"id":75,"type":"SaveVideo","pos":[735.3184283850907,3831.1541426704134],"size":[1489.4821844092826,2438.614861214587],"flags":{"collapsed":false},"order":7,"mode":0,"inputs":[{"localized_name":"video","name":"video","type":"VIDEO","link":252},{"localized_name":"filename_prefix","name":"filename_prefix","type":"STRING","widget":{"name":"filename_prefix"},"link":null},{"localized_name":"format","name":"format","type":"COMBO","widget":{"name":"format"},"link":null},{"localized_name":"codec","name":"codec","type":"COMBO","widget":{"name":"codec"},"link":null}],"outputs":[],"properties":{"cnr_id":"comfy-core","ver":"0.5.1","Node name for S&R":"SaveVideo","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":["video/LTX_2.0_i2v","auto","auto"]},{"id":92,"type":"b7c2d337-c38d-4c04-922b-2d638449d13e","pos":[299.51649942050096,3835.68426995575],"size":[399.41782252331393,473.88281874701215],"flags":{},"order":6,"mode":0,"inputs":[{"label":"frame_count","name":"value","type":"INT","widget":{"name":"value"},"link":null},{"name":"noise_seed","type":"INT","widget":{"name":"noise_seed"},"link":264},{"name":"text","type":"STRING","widget":{"name":"text"},"link":null},{"name":"image","type":"IMAGE","link":261}],"outputs":[{"localized_name":"VIDEO","name":"VIDEO","type":"VIDEO","links":[252]}],"properties":{"proxyWidgets":[["-1","text"],["-1","value"],["-1","noise_seed"],["11","control_after_generate"]],"cnr_id":"comfy-core","ver":"0.7.0","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":["Style: realistic - explicit. Point of view shot from a man's handheld perspective looking down at a topless and nude girl with on her back with legs open. the man's penis slides into the woman's pussy, repeated fluent motions, wet plaps can be heard. sexual moaning and erotic breathing. Wet squishy sound effects are coming from her pussy and mix together with her sexual moaning and erotic breathing and gasps. A man is breathing hard behind the camera. She talks dirty saying \"oh fuck, mmm\" erotic inhale, she grabs and squeezes her breasts together with her hands while she is breathing hard while riding on him and bouncing, repeating with another \"I want you to cum for me, baby.\"",241,4508974359087389000]}],"links":[[252,92,0,75,0,"VIDEO"],[261,102,0,92,3,"IMAGE"],[264,105,0,92,1,"INT"],[265,106,0,102,0,"IMAGE"]],"groups":[],"definitions":{"subgraphs":[{"id":"b7c2d337-c38d-4c04-922b-2d638449d13e","version":1,"state":{"lastGroupId":12,"lastNodeId":135,"lastLinkId":382,"lastRerouteId":0},"revision":0,"config":{},"name":"Text to Video (LTX 2.0 Distilled)","inputNode":{"id":-10,"bounding":[-1274.7273022063755,3783.7063399999997,120,120]},"outputNode":{"id":-20,"bounding":[2225.7643746018625,3463.64562332873,120,60]},"inputs":[{"id":"b867fea6-ab82-430e-9e6c-0adf2b21f425","name":"value","type":"INT","linkIds":[255,339],"label":"frame_count","pos":[-1174.7273022063755,3803.7063399999997]},{"id":"43a67b8d-9ca1-41f8-92ab-ba654ad3287e","name":"noise_seed","type":"INT","linkIds":[256,349],"pos":[-1174.7273022063755,3823.7063399999997]},{"id":"66d6c8d3-04cc-46d4-8049-a5a857ddd8bb","name":"text","type":"STRING","linkIds":[257],"pos":[-1174.7273022063755,3843.7063399999997]},{"id":"e455cc76-51dc-4674-b3f1-0a938edc89ff","name":"image","type":"IMAGE","linkIds":[291,362],"pos":[-1174.7273022063755,3863.7063399999997]}],"outputs":[{"id":"3645f999-86f2-449b-b07c-a7eefc708658","name":"VIDEO","type":"VIDEO","linkIds":[265],"localized_name":"VIDEO","pos":[2245.7643746018625,3483.64562332873]}],"widgets":[],"nodes":[{"id":89,"type":"EmptyImage","pos":[-840,3930],"size":[270,130],"flags":{},"order":29,"mode":0,"inputs":[{"localized_name":"width","name":"width","type":"INT","widget":{"name":"width"},"link":292},{"localized_name":"height","name":"height","type":"INT","widget":{"name":"height"},"link":293},{"localized_name":"batch_size","name":"batch_size","type":"INT","widget":{"name":"batch_size"},"link":null},{"localized_name":"color","name":"color","type":"INT","widget":{"name":"color"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[248]}],"properties":{"cnr_id":"comfy-core","ver":"0.5.1","Node name for S&R":"EmptyImage","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[1280,720,1,0]},{"id":91,"type":"GetImageSize","pos":[-850,4260],"size":[270,66],"flags":{},"order":31,"mode":0,"inputs":[{"localized_name":"image","name":"image","type":"IMAGE","link":288}],"outputs":[{"localized_name":"width","name":"width","type":"INT","links":[289]},{"localized_name":"height","name":"height","type":"INT","links":[290]},{"localized_name":"batch_size","name":"batch_size","type":"INT","links":null}],"properties":{"cnr_id":"comfy-core","ver":"0.7.0","Node name for S&R":"GetImageSize","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[]},{"id":105,"type":"GetImageSize","pos":[-1080,3950],"size":[140,66],"flags":{},"order":36,"mode":0,"inputs":[{"localized_name":"image","name":"image","type":"IMAGE","link":291}],"outputs":[{"localized_name":"width","name":"width","type":"INT","links":[292]},{"localized_name":"height","name":"height","type":"INT","links":[293]},{"localized_name":"batch_size","name":"batch_size","type":"INT","links":null}],"properties":{"cnr_id":"comfy-core","ver":"0.7.0","Node name for S&R":"GetImageSize","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[]},{"id":3,"type":"CLIPTextEncode","pos":[-440.99984979871306,3304.000055195033],"size":[420,510],"flags":{},"order":14,"mode":0,"inputs":[{"localized_name":"clip","name":"clip","type":"CLIP","link":335},{"localized_name":"text","name":"text","type":"STRING","widget":{"name":"text"},"link":257}],"outputs":[{"localized_name":"CONDITIONING","name":"CONDITIONING","type":"CONDITIONING","links":[45,308]}],"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":["Style: realistic - explicit. Point of view shot from a man's handheld perspective looking down at a topless and nude girl with on her back with legs open. the man's penis slides into the woman's pussy, repeated fluent motions, wet plaps can be heard. sexual moaning and erotic breathing. Wet squishy sound effects are coming from her pussy and mix together with her sexual moaning and erotic breathing and gasps. A man is breathing hard behind the camera. She talks dirty saying \"oh fuck, mmm\" erotic inhale, she grabs and squeezes her breasts together with her hands while she is breathing hard while riding on him and bouncing, repeating with another \"I want you to cum for me, baby.\""],"color":"#232","bgcolor":"#353"},{"id":112,"type":"ConditioningZeroOut","pos":[-300,3880],"size":[204.134765625,26],"flags":{},"order":39,"mode":0,"inputs":[{"localized_name":"conditioning","name":"conditioning","type":"CONDITIONING","link":308}],"outputs":[{"localized_name":"CONDITIONING","name":"CONDITIONING","type":"CONDITIONING","links":[309]}],"properties":{"cnr_id":"comfy-core","ver":"0.7.0","Node name for S&R":"ConditioningZeroOut","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[]},{"id":11,"type":"RandomNoise","pos":[30,3310],"size":[270,82],"flags":{},"order":15,"mode":0,"inputs":[{"localized_name":"noise_seed","name":"noise_seed","type":"INT","widget":{"name":"noise_seed"},"link":256}],"outputs":[{"localized_name":"NOISE","name":"NOISE","type":"NOISE","links":[107]}],"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":[4508974359087389000,"fixed"]},{"id":47,"type":"CFGGuider","pos":[30,3460],"size":[270,106.66666666666667],"flags":{},"order":19,"mode":0,"inputs":[{"localized_name":"model","name":"model","type":"MODEL","link":336},{"localized_name":"positive","name":"positive","type":"CONDITIONING","link":135},{"localized_name":"negative","name":"negative","type":"CONDITIONING","link":136},{"localized_name":"cfg","name":"cfg","type":"FLOAT","widget":{"name":"cfg"},"link":null}],"outputs":[{"localized_name":"GUIDER","name":"GUIDER","type":"GUIDER","links":[138]}],"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":76,"type":"LatentUpscaleModelLoader","pos":[673.098371076935,3064.3646684929367],"size":[390,60],"flags":{},"order":0,"mode":0,"inputs":[{"localized_name":"model_name","name":"model_name","type":"COMBO","widget":{"name":"model_name"},"link":null}],"outputs":[{"localized_name":"LATENT_UPSCALE_MODEL","name":"LATENT_UPSCALE_MODEL","type":"LATENT_UPSCALE_MODEL","links":[230]}],"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"]},{"id":118,"type":"SetNode","pos":[-778.1742675998446,3751.6595630926313],"size":[210,50],"flags":{"collapsed":true},"order":11,"mode":0,"inputs":[{"name":"VAE","type":"VAE","link":318}],"outputs":[{"name":"*","type":"*","links":null}],"title":"Set_audio_vae","properties":{"previousName":"audio_vae"},"widgets_values":["audio_vae"],"color":"#322","bgcolor":"#533"},{"id":116,"type":"SetNode","pos":[-776.8610769552427,3614.5941129786283],"size":[210,60],"flags":{"collapsed":true},"order":12,"mode":0,"inputs":[{"name":"VAE","type":"VAE","link":317}],"outputs":[{"name":"*","type":"*","links":null}],"title":"Set_video_vae","properties":{"previousName":"video_vae"},"widgets_values":["video_vae"],"color":"#322","bgcolor":"#533"},{"id":114,"type":"UNETLoader","pos":[-881.2735445696268,3309.1103180036866],"size":[366.9298667769111,87.70175686922994],"flags":{},"order":1,"mode":0,"inputs":[{"localized_name":"unet_name","name":"unet_name","type":"COMBO","widget":{"name":"unet_name"},"link":null},{"localized_name":"weight_dtype","name":"weight_dtype","type":"COMBO","widget":{"name":"weight_dtype"},"link":null}],"outputs":[{"localized_name":"MODEL","name":"MODEL","type":"MODEL","links":[316]}],"properties":{"cnr_id":"comfy-core","ver":"0.8.2","Node name for S&R":"UNETLoader"},"widgets_values":["ltx-2-19b-dev-fp8_transformer_only.safetensors","fp8_e4m3fn"]},{"id":107,"type":"LTXVImgToVideoInplace","pos":[-80,4190],"size":[270,122],"flags":{},"order":37,"mode":0,"inputs":[{"localized_name":"vae","name":"vae","type":"VAE","link":323},{"localized_name":"image","name":"image","type":"IMAGE","link":363},{"localized_name":"latent","name":"latent","type":"LATENT","link":297},{"localized_name":"strength","name":"strength","type":"FLOAT","widget":{"name":"strength"},"link":null},{"localized_name":"bypass","name":"bypass","type":"BOOLEAN","widget":{"name":"bypass"},"link":null}],"outputs":[{"localized_name":"latent","name":"latent","type":"LATENT","links":[299]}],"properties":{"cnr_id":"comfy-core","ver":"0.7.0","Node name for S&R":"LTXVImgToVideoInplace","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[1,false]},{"id":117,"type":"VAELoaderKJ","pos":[-836.8785135158937,3705.9563500333793],"size":[270,106],"flags":{},"order":2,"mode":0,"inputs":[{"localized_name":"vae_name","name":"vae_name","type":"COMBO","widget":{"name":"vae_name"},"link":null},{"localized_name":"device","name":"device","type":"COMBO","widget":{"name":"device"},"link":null},{"localized_name":"weight_dtype","name":"weight_dtype","type":"COMBO","widget":{"name":"weight_dtype"},"link":null}],"outputs":[{"localized_name":"VAE","name":"VAE","type":"VAE","links":[318,319,320,346]}],"properties":{"cnr_id":"comfyui-kjnodes","ver":"487c7d86a0230aae3d8c0a37d517159b73834f85","Node name for S&R":"VAELoaderKJ"},"widgets_values":["LTX2_audio_vae_bf16.safetensors","cpu","bf16"]},{"id":56,"type":"LTXVConcatAVLatent","pos":[-6.3029975234985915,4391.734217523503],"size":[187.5,60],"flags":{},"order":21,"mode":0,"inputs":[{"localized_name":"video_latent","name":"video_latent","type":"LATENT","link":299},{"localized_name":"audio_latent","name":"audio_latent","type":"LATENT","link":163}],"outputs":[{"localized_name":"latent","name":"latent","type":"LATENT","links":[164]}],"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":84,"type":"LTXVLatentUpsampler","pos":[752.8605742514337,3213.8984123654345],"size":[235.1999969482422,98],"flags":{},"order":28,"mode":0,"inputs":[{"localized_name":"samples","name":"samples","type":"LATENT","link":237},{"localized_name":"upscale_model","name":"upscale_model","type":"LATENT_UPSCALE_MODEL","link":230},{"localized_name":"vae","name":"vae","type":"VAE","link":322}],"outputs":[{"localized_name":"LATENT","name":"LATENT","type":"LATENT","links":[302]}],"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":108,"type":"LTXVImgToVideoInplace","pos":[735.8742435536199,3366.6572859524963],"size":[270,122],"flags":{},"order":38,"mode":0,"inputs":[{"localized_name":"vae","name":"vae","type":"VAE","link":321},{"localized_name":"image","name":"image","type":"IMAGE","link":364},{"localized_name":"latent","name":"latent","type":"LATENT","link":302},{"localized_name":"strength","name":"strength","type":"FLOAT","widget":{"name":"strength"},"link":null},{"localized_name":"bypass","name":"bypass","type":"BOOLEAN","widget":{"name":"bypass"},"link":null}],"outputs":[{"localized_name":"latent","name":"latent","type":"LATENT","links":[345]}],"properties":{"cnr_id":"comfy-core","ver":"0.7.0","Node name for S&R":"LTXVImgToVideoInplace","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[1,false]},{"id":115,"type":"VAELoader","pos":[-838.5902494671639,3603.949854314677],"size":[270,58],"flags":{},"order":3,"mode":0,"inputs":[{"localized_name":"vae_name","name":"vae_name","type":"COMBO","widget":{"name":"vae_name"},"link":null}],"outputs":[{"localized_name":"VAE","name":"VAE","type":"VAE","links":[317,321,322,323,324]}],"properties":{"cnr_id":"comfy-core","ver":"0.8.2","Node name for S&R":"VAELoader"},"widgets_values":["LTX2_video_vae_bf16_updated.safetensors"]},{"id":113,"type":"ManualSigmas","pos":[27.427400570088558,3786.1410027167594],"size":[278.576033180684,65.6583881841857],"flags":{},"order":4,"mode":0,"inputs":[{"localized_name":"sigmas","name":"sigmas","type":"STRING","widget":{"name":"sigmas"},"link":null}],"outputs":[{"localized_name":"SIGMAS","name":"SIGMAS","type":"SIGMAS","links":[310]}],"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":["1., 0.99375, 0.9875, 0.98125, 0.975, 0.909375, 0.725, 0.421875, 0.0"]},{"id":43,"type":"EmptyLTXVLatentVideo","pos":[-420,4159.488114123357],"size":[270,146.66666666666669],"flags":{},"order":18,"mode":0,"inputs":[{"localized_name":"width","name":"width","type":"INT","widget":{"name":"width"},"link":289},{"localized_name":"height","name":"height","type":"INT","widget":{"name":"height"},"link":290},{"localized_name":"length","name":"length","type":"INT","widget":{"name":"length"},"link":192},{"localized_name":"batch_size","name":"batch_size","type":"INT","widget":{"name":"batch_size"},"link":null}],"outputs":[{"localized_name":"LATENT","name":"LATENT","type":"LATENT","links":[297]}],"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":[768,512,97,1]},{"id":132,"type":"ResizeImagesByLongerEdge","pos":[-533.4077407548151,4686.702544745352],"size":[303.6109375,58],"flags":{"collapsed":false},"order":43,"mode":0,"inputs":[{"localized_name":"images","name":"images","type":"IMAGE","link":360},{"localized_name":"longer_edge","name":"longer_edge","type":"INT","widget":{"name":"longer_edge"},"link":null}],"outputs":[{"localized_name":"images","name":"images","type":"IMAGE","links":[367]}],"properties":{"cnr_id":"comfy-core","ver":"0.5.1","Node name for S&R":"ResizeImagesByLongerEdge","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[1280],"color":"#2a363b","bgcolor":"#3f5159"},{"id":67,"type":"RandomNoise","pos":[1153.0983710769324,3004.3646684929367],"size":[270,82],"flags":{},"order":23,"mode":0,"inputs":[{"localized_name":"noise_seed","name":"noise_seed","type":"INT","widget":{"name":"noise_seed"},"link":349}],"outputs":[{"localized_name":"NOISE","name":"NOISE","type":"NOISE","links":[350,368]}],"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":[4508974359087389000,"fixed"]},{"id":82,"type":"CFGGuider","pos":[1153.0983710769324,3134.3646684929367],"size":[270,98],"flags":{},"order":26,"mode":0,"inputs":[{"localized_name":"model","name":"model","type":"MODEL","link":337},{"localized_name":"positive","name":"positive","type":"CONDITIONING","link":224},{"localized_name":"negative","name":"negative","type":"CONDITIONING","link":225},{"localized_name":"cfg","name":"cfg","type":"FLOAT","widget":{"name":"cfg"},"link":null}],"outputs":[{"localized_name":"GUIDER","name":"GUIDER","type":"GUIDER","links":[351,369]}],"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":66,"type":"KSamplerSelect","pos":[1156.6783394564538,3285.4857795171747],"size":[270,58],"flags":{},"order":6,"mode":0,"inputs":[{"localized_name":"sampler_name","name":"sampler_name","type":"COMBO","widget":{"name":"sampler_name"},"link":null}],"outputs":[{"localized_name":"SAMPLER","name":"SAMPLER","type":"SAMPLER","links":[352,371]}],"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":73,"type":"ManualSigmas","pos":[1169.9251632583816,3404.224777625911],"size":[250.52750030607524,58.16140762243094],"flags":{},"order":7,"mode":0,"inputs":[{"localized_name":"sigmas","name":"sigmas","type":"STRING","widget":{"name":"sigmas"},"link":null}],"outputs":[{"localized_name":"SIGMAS","name":"SIGMAS","type":"SIGMAS","links":[353,370]}],"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":[" 0.975, 0.909375, 0.725, 0.421875, 0.0"]},{"id":83,"type":"LTXVConcatAVLatent","pos":[1163.0983710769324,3524.3646684929367],"size":[270,110],"flags":{},"order":27,"mode":0,"inputs":[{"localized_name":"video_latent","name":"video_latent","type":"LATENT","link":345},{"localized_name":"audio_latent","name":"audio_latent","type":"LATENT","link":380}],"outputs":[{"localized_name":"latent","name":"latent","type":"LATENT","links":[354,372]}],"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":41,"type":"SamplerCustomAdvanced","pos":[330,3310],"size":[220.57311971171498,175.3291386207352],"flags":{},"order":17,"mode":0,"inputs":[{"localized_name":"noise","name":"noise","type":"NOISE","link":107},{"localized_name":"guider","name":"guider","type":"GUIDER","link":138},{"localized_name":"sampler","name":"sampler","type":"SAMPLER","link":108},{"localized_name":"sigmas","name":"sigmas","type":"SIGMAS","link":310},{"localized_name":"latent_image","name":"latent_image","type":"LATENT","link":164}],"outputs":[{"localized_name":"output","name":"output","type":"LATENT","links":[]},{"localized_name":"denoised_output","name":"denoised_output","type":"LATENT","links":[376]}],"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":80,"type":"LTXVSeparateAVLatent","pos":[323.25075331493105,3560.602126086208],"size":[240,46],"flags":{},"order":24,"mode":0,"inputs":[{"localized_name":"av_latent","name":"av_latent","type":"LATENT","link":376}],"outputs":[{"localized_name":"video_latent","name":"video_latent","type":"LATENT","links":[218]},{"localized_name":"audio_latent","name":"audio_latent","type":"LATENT","links":[]}],"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":95,"type":"VAEDecode","pos":[1472.950996881867,3431.215600878014],"size":[240,50],"flags":{},"order":33,"mode":0,"inputs":[{"localized_name":"samples","name":"samples","type":"LATENT","link":381},{"localized_name":"vae","name":"vae","type":"VAE","link":324}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[262]}],"properties":{"cnr_id":"comfy-core","ver":"0.3.75","Node name for S&R":"VAEDecode","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[]},{"id":96,"type":"LTXVAudioVAEDecode","pos":[1478.6976391311016,3553.932661542665],"size":[240,46],"flags":{},"order":34,"mode":0,"inputs":[{"localized_name":"samples","name":"samples","type":"LATENT","link":382},{"label":"Audio VAE","localized_name":"audio_vae","name":"audio_vae","type":"VAE","link":320}],"outputs":[{"localized_name":"Audio","name":"Audio","type":"AUDIO","links":[263]}],"properties":{"cnr_id":"comfy-core","ver":"0.7.0","Node name for S&R":"LTXVAudioVAEDecode","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[]},{"id":62,"type":"PrimitiveInt","pos":[-830,4420],"size":[270,82],"flags":{},"order":22,"mode":0,"inputs":[{"localized_name":"value","name":"value","type":"INT","widget":{"name":"value"},"link":255}],"outputs":[{"localized_name":"INT","name":"INT","type":"INT","links":[192,379]}],"title":"Length","properties":{"cnr_id":"comfy-core","ver":"0.7.0","Node name for S&R":"PrimitiveInt","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[241,"fixed"]},{"id":81,"type":"LTXVCropGuides","pos":[334.17237987249774,3748.741159872497],"size":[240,66],"flags":{},"order":25,"mode":0,"inputs":[{"localized_name":"positive","name":"positive","type":"CONDITIONING","link":220},{"localized_name":"negative","name":"negative","type":"CONDITIONING","link":221},{"localized_name":"latent","name":"latent","type":"LATENT","link":218}],"outputs":[{"localized_name":"positive","name":"positive","type":"CONDITIONING","links":[224]},{"localized_name":"negative","name":"negative","type":"CONDITIONING","links":[225]},{"localized_name":"latent","name":"latent","type":"LATENT","slot_index":2,"links":[237]}],"properties":{"cnr_id":"comfy-core","ver":"0.3.68","Node name for S&R":"LTXVCropGuides","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[]},{"id":90,"type":"ImageScaleBy","pos":[-840,4130],"size":[270,82],"flags":{},"order":30,"mode":0,"inputs":[{"localized_name":"image","name":"image","type":"IMAGE","link":248},{"localized_name":"upscale_method","name":"upscale_method","type":"COMBO","widget":{"name":"upscale_method"},"link":null},{"localized_name":"scale_by","name":"scale_by","type":"FLOAT","widget":{"name":"scale_by"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[249,288]}],"properties":{"cnr_id":"comfy-core","ver":"0.5.1","Node name for S&R":"ImageScaleBy","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":["lanczos",0.5]},{"id":94,"type":"LTXVSeparateAVLatent","pos":[1500.5681861467724,3304.001966729182],"size":[193.2916015625,46],"flags":{},"order":32,"mode":0,"inputs":[{"localized_name":"av_latent","name":"av_latent","type":"LATENT","link":374}],"outputs":[{"localized_name":"video_latent","name":"video_latent","type":"LATENT","links":[381]},{"localized_name":"audio_latent","name":"audio_latent","type":"LATENT","links":[382]}],"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":8,"type":"KSamplerSelect","pos":[30,3630],"size":[270,68.88020833333334],"flags":{},"order":8,"mode":0,"inputs":[{"localized_name":"sampler_name","name":"sampler_name","type":"COMBO","widget":{"name":"sampler_name"},"link":null}],"outputs":[{"localized_name":"SAMPLER","name":"SAMPLER","type":"SAMPLER","links":[108]}],"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":["dpmpp_sde"]},{"id":131,"type":"LTXVPreprocess","pos":[-150.8068787862955,4684.1377876057695],"size":[220,60],"flags":{},"order":42,"mode":0,"inputs":[{"localized_name":"image","name":"image","type":"IMAGE","link":367},{"localized_name":"img_compression","name":"img_compression","type":"INT","widget":{"name":"img_compression"},"link":null}],"outputs":[{"localized_name":"output_image","name":"output_image","type":"IMAGE","links":[363,364]}],"properties":{"cnr_id":"comfy-core","ver":"0.7.0","Node name for S&R":"LTXVPreprocess","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[33],"color":"#2a363b","bgcolor":"#3f5159"},{"id":119,"type":"DualCLIPLoader","pos":[-874.9053883982326,3431.913847353557],"size":[365.2154936219632,130],"flags":{},"order":9,"mode":0,"inputs":[{"localized_name":"clip_name1","name":"clip_name1","type":"COMBO","widget":{"name":"clip_name1"},"link":null},{"localized_name":"clip_name2","name":"clip_name2","type":"COMBO","widget":{"name":"clip_name2"},"link":null},{"localized_name":"type","name":"type","type":"COMBO","widget":{"name":"type"},"link":null},{"localized_name":"device","name":"device","shape":7,"type":"COMBO","widget":{"name":"device"},"link":null}],"outputs":[{"localized_name":"CLIP","name":"CLIP","type":"CLIP","links":[334]}],"properties":{"cnr_id":"comfy-core","ver":"0.8.2","Node name for S&R":"DualCLIPLoader"},"widgets_values":["gemma_3_12B_it.safetensors","ltx-2-19b-embeddings_connector_bf16.safetensors","ltxv","cpu"]},{"id":51,"type":"LTXVEmptyLatentAudio","pos":[-407.2864397077419,4388.267833153781],"size":[271.26509246507976,120],"flags":{"collapsed":false},"order":20,"mode":0,"inputs":[{"localized_name":"audio_vae","name":"audio_vae","type":"VAE","link":319},{"localized_name":"frames_number","name":"frames_number","type":"INT","widget":{"name":"frames_number"},"link":379},{"localized_name":"frame_rate","name":"frame_rate","type":"INT","widget":{"name":"frame_rate"},"link":null},{"localized_name":"batch_size","name":"batch_size","type":"INT","widget":{"name":"batch_size"},"link":null}],"outputs":[{"localized_name":"Latent","name":"Latent","type":"LATENT","links":[163]}],"properties":{"cnr_id":"comfy-core","ver":"0.3.68","Node name for S&R":"LTXVEmptyLatentAudio","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[1,25,1]},{"id":22,"type":"LTXVConditioning","pos":[-317.75789319609305,3947.6105394802207],"size":[270,86.66666666666667],"flags":{},"order":16,"mode":0,"inputs":[{"localized_name":"positive","name":"positive","type":"CONDITIONING","link":45},{"localized_name":"negative","name":"negative","type":"CONDITIONING","link":309},{"localized_name":"frame_rate","name":"frame_rate","type":"FLOAT","widget":{"name":"frame_rate"},"link":null}],"outputs":[{"localized_name":"positive","name":"positive","type":"CONDITIONING","links":[135,220]},{"localized_name":"negative","name":"negative","type":"CONDITIONING","links":[136,221]}],"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":[25]},{"id":97,"type":"CreateVideo","pos":[1850.1980701720652,3473.712644067002],"size":[270,78],"flags":{},"order":35,"mode":0,"inputs":[{"localized_name":"images","name":"images","type":"IMAGE","link":262},{"localized_name":"audio","name":"audio","shape":7,"type":"AUDIO","link":263},{"localized_name":"fps","name":"fps","type":"FLOAT","widget":{"name":"fps"},"link":null}],"outputs":[{"localized_name":"VIDEO","name":"VIDEO","type":"VIDEO","links":[265]}],"properties":{"cnr_id":"comfy-core","ver":"0.5.1","Node name for S&R":"CreateVideo","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[25]},{"id":127,"type":"LTXVEmptyLatentAudio","pos":[745.0261778930677,3544.337136581691],"size":[270,120],"flags":{},"order":40,"mode":0,"inputs":[{"localized_name":"audio_vae","name":"audio_vae","type":"VAE","link":346},{"localized_name":"frames_number","name":"frames_number","type":"INT","widget":{"name":"frames_number"},"link":339},{"localized_name":"frame_rate","name":"frame_rate","type":"INT","widget":{"name":"frame_rate"},"link":null},{"localized_name":"batch_size","name":"batch_size","type":"INT","widget":{"name":"batch_size"},"link":null}],"outputs":[{"localized_name":"Latent","name":"Latent","type":"LATENT","links":[380]}],"properties":{"cnr_id":"comfy-core","ver":"0.3.68","Node name for S&R":"LTXVEmptyLatentAudio","enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":[241,25,1]},{"id":126,"type":"Power Lora Loader (rgthree)","pos":[-97.99165162519346,2756.5085193422433],"size":[306.5566043630839,228.7015360846899],"flags":{},"order":13,"mode":0,"inputs":[{"dir":3,"name":"model","type":"MODEL","link":333},{"dir":3,"name":"clip","type":"CLIP","link":334}],"outputs":[{"dir":4,"name":"MODEL","shape":3,"type":"MODEL","links":[336,337]},{"dir":4,"name":"CLIP","shape":3,"type":"CLIP","links":[335]}],"properties":{"cnr_id":"rgthree-comfy","ver":"1.0.2511270846","Show Strengths":"Single Strength"},"widgets_values":[{},{"type":"PowerLoraLoaderHeaderWidget"},{},""]},{"id":110,"type":"LoraLoaderModelOnly","pos":[-502.7012208010536,2755.766587942506],"size":[373.6963327512042,82],"flags":{},"order":10,"mode":0,"inputs":[{"localized_name":"model","name":"model","type":"MODEL","link":316},{"localized_name":"lora_name","name":"lora_name","type":"COMBO","widget":{"name":"lora_name"},"link":null},{"localized_name":"strength_model","name":"strength_model","type":"FLOAT","widget":{"name":"strength_model"},"link":null}],"outputs":[{"localized_name":"MODEL","name":"MODEL","type":"MODEL","links":[333]}],"title":"Distilled Lora","properties":{"cnr_id":"comfy-core","ver":"0.3.68","Node name for S&R":"LoraLoaderModelOnly","models":[{"name":"ltx-2-19b-lora-camera-control-dolly-left.safetensors","url":"https://huggingface.co/Lightricks/LTX-2-19b-LoRA-Camera-Control-Dolly-Left/resolve/main/ltx-2-19b-lora-camera-control-dolly-left.safetensors","directory":"loras"}],"enableTabs":false,"tabWidth":65,"tabXOffset":10,"hasSecondTab":false,"secondTabText":"Send Back","secondTabOffset":80,"secondTabWidth":65},"widgets_values":["ltx\\ltx-2-19b-distilled-lora-384.safetensors",1]},{"id":134,"type":"UpscaleModelLoader","pos":[-1191.763401379089,4685.483550905679],"size":[270,58],"flags":{},"order":5,"mode":4,"inputs":[{"localized_name":"model_name","name":"model_name","type":"COMBO","widget":{"name":"model_name"},"link":null}],"outputs":[{"localized_name":"UPSCALE_MODEL","name":"UPSCALE_MODEL","type":"UPSCALE_MODEL","links":[361]}],"properties":{"cnr_id":"comfy-core","ver":"0.9.2","Node name for S&R":"UpscaleModelLoader"},"widgets_values":["1x_GainRESV3_Natural.pth"],"color":"#2a363b","bgcolor":"#3f5159"},{"id":133,"type":"ImageUpscaleWithModel","pos":[-847.3971761321937,4694.170201120895],"size":[233.5689453125,46],"flags":{},"order":44,"mode":4,"inputs":[{"localized_name":"upscale_model","name":"upscale_model","type":"UPSCALE_MODEL","link":361},{"localized_name":"image","name":"image","type":"IMAGE","link":362}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[360]}],"properties":{"cnr_id":"comfy-core","ver":"0.9.2","Node name for S&R":"ImageUpscaleWithModel"},"widgets_values":[],"color":"#2a363b","bgcolor":"#3f5159"},{"id":129,"type":"LTXVNormalizingSampler","pos":[1465.2649367110375,3012.6959094711565],"size":[262.87109375,218.93002961190086],"flags":{},"order":41,"mode":0,"inputs":[{"localized_name":"noise","name":"noise","type":"NOISE","link":350},{"localized_name":"guider","name":"guider","type":"GUIDER","link":351},{"localized_name":"sampler","name":"sampler","type":"SAMPLER","link":352},{"localized_name":"sigmas","name":"sigmas","type":"SIGMAS","link":353},{"localized_name":"latent_image","name":"latent_image","type":"LATENT","link":354},{"localized_name":"video_normalization_factors","name":"video_normalization_factors","type":"STRING","widget":{"name":"video_normalization_factors"},"link":null},{"localized_name":"audio_normalization_factors","name":"audio_normalization_factors","type":"STRING","widget":{"name":"audio_normalization_factors"},"link":null}],"outputs":[{"localized_name":"denoised_output","name":"denoised_output","type":"LATENT","links":[374]}],"properties":{"cnr_id":"ComfyUI-LTXVideo","ver":"cd5d371518afb07d6b3641be8012f644f25269fc","Node name for S&R":"LTXVNormalizingSampler","aux_id":"Lightricks/ComfyUI-LTXVideo"},"widgets_values":["1,1,1,1","1,1,1,1"]},{"id":135,"type":"SamplerCustomAdvanced","pos":[1787.7168737091556,3016.179561949024],"size":[220.57311971171498,175.3291386207352],"flags":{},"order":45,"mode":4,"inputs":[{"localized_name":"noise","name":"noise","type":"NOISE","link":368},{"localized_name":"guider","name":"guider","type":"GUIDER","link":369},{"localized_name":"sampler","name":"sampler","type":"SAMPLER","link":371},{"localized_name":"sigmas","name":"sigmas","type":"SIGMAS","link":370},{"localized_name":"latent_image","name":"latent_image","type":"LATENT","link":372}],"outputs":[{"localized_name":"output","name":"output","type":"LATENT","links":[]},{"localized_name":"denoised_output","name":"denoised_output","type":"LATENT","links":[]}],"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":[]}],"groups":[{"id":1,"title":"Model","bounding":[-910,3230,440,603.6],"color":"#3f789e","font_size":24,"flags":{}},{"id":2,"title":"Basic Sampler","bounding":[10,3230,601.7486304698397,808.613974773546],"color":"#3f789e","font_size":24,"flags":{}},{"id":3,"title":"Prompt","bounding":[-450,3230,440,820],"color":"#3f789e","font_size":24,"flags":{}},{"id":5,"title":"Latent","bounding":[-450,4080,765.8087333013877,458.6496279059247],"color":"#3f789e","font_size":24,"flags":{}},{"id":6,"title":"Upscale Sampling(2x)","bounding":[1123.098371076932,2914.3646684929367,620,750],"color":"#3f789e","font_size":24,"flags":{}},{"id":7,"title":"Model","bounding":[653.098371076935,2914.3646684929367,430,310],"color":"#3f789e","font_size":24,"flags":{}},{"id":8,"title":"Video Settings","bounding":[-910,3860,440,680],"color":"#3f789e","font_size":24,"flags":{}},{"id":9,"title":"Upscale","bounding":[643.0983710769351,2874.3646684929367,1110,803.6],"color":"#3f789e","font_size":24,"flags":{}},{"id":11,"title":"Lora","bounding":[-535.736450515328,2666.428550732515,791.8348424190615,491.4788710432308],"color":"#3f789e","font_size":24,"flags":{}},{"id":12,"title":"Preprocess","bounding":[-1286.5312110054012,4572.884109517648,1402.8978235573313,217.77067166079996],"color":"#3f789e","font_size":24,"flags":{}}],"links":[{"id":135,"origin_id":22,"origin_slot":0,"target_id":47,"target_slot":1,"type":"CONDITIONING"},{"id":136,"origin_id":22,"origin_slot":1,"target_id":47,"target_slot":2,"type":"CONDITIONING"},{"id":107,"origin_id":11,"origin_slot":0,"target_id":41,"target_slot":0,"type":"NOISE"},{"id":138,"origin_id":47,"origin_slot":0,"target_id":41,"target_slot":1,"type":"GUIDER"},{"id":108,"origin_id":8,"origin_slot":0,"target_id":41,"target_slot":2,"type":"SAMPLER"},{"id":164,"origin_id":56,"origin_slot":0,"target_id":41,"target_slot":4,"type":"LATENT"},{"id":220,"origin_id":22,"origin_slot":0,"target_id":81,"target_slot":0,"type":"CONDITIONING"},{"id":221,"origin_id":22,"origin_slot":1,"target_id":81,"target_slot":1,"type":"CONDITIONING"},{"id":218,"origin_id":80,"origin_slot":0,"target_id":81,"target_slot":2,"type":"LATENT"},{"id":224,"origin_id":81,"origin_slot":0,"target_id":82,"target_slot":1,"type":"CONDITIONING"},{"id":225,"origin_id":81,"origin_slot":1,"target_id":82,"target_slot":2,"type":"CONDITIONING"},{"id":248,"origin_id":89,"origin_slot":0,"target_id":90,"target_slot":0,"type":"IMAGE"},{"id":237,"origin_id":81,"origin_slot":2,"target_id":84,"target_slot":0,"type":"LATENT"},{"id":230,"origin_id":76,"origin_slot":0,"target_id":84,"target_slot":1,"type":"LATENT_UPSCALE_MODEL"},{"id":45,"origin_id":3,"origin_slot":0,"target_id":22,"target_slot":0,"type":"CONDITIONING"},{"id":192,"origin_id":62,"origin_slot":0,"target_id":43,"target_slot":2,"type":"INT"},{"id":163,"origin_id":51,"origin_slot":0,"target_id":56,"target_slot":1,"type":"LATENT"},{"id":255,"origin_id":-10,"origin_slot":0,"target_id":62,"target_slot":0,"type":"INT"},{"id":256,"origin_id":-10,"origin_slot":1,"target_id":11,"target_slot":0,"type":"INT"},{"id":257,"origin_id":-10,"origin_slot":2,"target_id":3,"target_slot":1,"type":"STRING"},{"id":262,"origin_id":95,"origin_slot":0,"target_id":97,"target_slot":0,"type":"IMAGE"},{"id":263,"origin_id":96,"origin_slot":0,"target_id":97,"target_slot":1,"type":"AUDIO"},{"id":265,"origin_id":97,"origin_slot":0,"target_id":-20,"target_slot":0,"type":"VIDEO"},{"id":288,"origin_id":90,"origin_slot":0,"target_id":91,"target_slot":0,"type":"IMAGE"},{"id":289,"origin_id":91,"origin_slot":0,"target_id":43,"target_slot":0,"type":"INT"},{"id":290,"origin_id":91,"origin_slot":1,"target_id":43,"target_slot":1,"type":"INT"},{"id":291,"origin_id":-10,"origin_slot":3,"target_id":105,"target_slot":0,"type":"IMAGE"},{"id":292,"origin_id":105,"origin_slot":0,"target_id":89,"target_slot":0,"type":"INT"},{"id":293,"origin_id":105,"origin_slot":1,"target_id":89,"target_slot":1,"type":"INT"},{"id":297,"origin_id":43,"origin_slot":0,"target_id":107,"target_slot":2,"type":"LATENT"},{"id":299,"origin_id":107,"origin_slot":0,"target_id":56,"target_slot":0,"type":"LATENT"},{"id":302,"origin_id":84,"origin_slot":0,"target_id":108,"target_slot":2,"type":"LATENT"},{"id":308,"origin_id":3,"origin_slot":0,"target_id":112,"target_slot":0,"type":"CONDITIONING"},{"id":309,"origin_id":112,"origin_slot":0,"target_id":22,"target_slot":1,"type":"CONDITIONING"},{"id":310,"origin_id":113,"origin_slot":0,"target_id":41,"target_slot":3,"type":"SIGMAS"},{"id":316,"origin_id":114,"origin_slot":0,"target_id":110,"target_slot":0,"type":"MODEL"},{"id":317,"origin_id":115,"origin_slot":0,"target_id":116,"target_slot":0,"type":"VAE"},{"id":318,"origin_id":117,"origin_slot":0,"target_id":118,"target_slot":0,"type":"VAE"},{"id":319,"origin_id":117,"origin_slot":0,"target_id":51,"target_slot":0,"type":"VAE"},{"id":320,"origin_id":117,"origin_slot":0,"target_id":96,"target_slot":1,"type":"VAE"},{"id":321,"origin_id":115,"origin_slot":0,"target_id":108,"target_slot":0,"type":"VAE"},{"id":322,"origin_id":115,"origin_slot":0,"target_id":84,"target_slot":2,"type":"VAE"},{"id":323,"origin_id":115,"origin_slot":0,"target_id":107,"target_slot":0,"type":"VAE"},{"id":324,"origin_id":115,"origin_slot":0,"target_id":95,"target_slot":1,"type":"VAE"},{"id":333,"origin_id":110,"origin_slot":0,"target_id":126,"target_slot":0,"type":"MODEL"},{"id":334,"origin_id":119,"origin_slot":0,"target_id":126,"target_slot":1,"type":"CLIP"},{"id":335,"origin_id":126,"origin_slot":1,"target_id":3,"target_slot":0,"type":"CLIP"},{"id":336,"origin_id":126,"origin_slot":0,"target_id":47,"target_slot":0,"type":"MODEL"},{"id":337,"origin_id":126,"origin_slot":0,"target_id":82,"target_slot":0,"type":"MODEL"},{"id":339,"origin_id":-10,"origin_slot":0,"target_id":127,"target_slot":1,"type":"INT"},{"id":345,"origin_id":108,"origin_slot":0,"target_id":83,"target_slot":0,"type":"LATENT"},{"id":346,"origin_id":117,"origin_slot":0,"target_id":127,"target_slot":0,"type":"VAE"},{"id":349,"origin_id":-10,"origin_slot":1,"target_id":67,"target_slot":0,"type":"INT"},{"id":350,"origin_id":67,"origin_slot":0,"target_id":129,"target_slot":0,"type":"NOISE"},{"id":351,"origin_id":82,"origin_slot":0,"target_id":129,"target_slot":1,"type":"GUIDER"},{"id":352,"origin_id":66,"origin_slot":0,"target_id":129,"target_slot":2,"type":"SAMPLER"},{"id":353,"origin_id":73,"origin_slot":0,"target_id":129,"target_slot":3,"type":"SIGMAS"},{"id":354,"origin_id":83,"origin_slot":0,"target_id":129,"target_slot":4,"type":"LATENT"},{"id":360,"origin_id":133,"origin_slot":0,"target_id":132,"target_slot":0,"type":"IMAGE"},{"id":361,"origin_id":134,"origin_slot":0,"target_id":133,"target_slot":0,"type":"UPSCALE_MODEL"},{"id":362,"origin_id":-10,"origin_slot":3,"target_id":133,"target_slot":1,"type":"IMAGE"},{"id":363,"origin_id":131,"origin_slot":0,"target_id":107,"target_slot":1,"type":"IMAGE"},{"id":364,"origin_id":131,"origin_slot":0,"target_id":108,"target_slot":1,"type":"IMAGE"},{"id":367,"origin_id":132,"origin_slot":0,"target_id":131,"target_slot":0,"type":"IMAGE"},{"id":368,"origin_id":67,"origin_slot":0,"target_id":135,"target_slot":0,"type":"NOISE"},{"id":369,"origin_id":82,"origin_slot":0,"target_id":135,"target_slot":1,"type":"GUIDER"},{"id":370,"origin_id":73,"origin_slot":0,"target_id":135,"target_slot":3,"type":"SIGMAS"},{"id":371,"origin_id":66,"origin_slot":0,"target_id":135,"target_slot":2,"type":"SAMPLER"},{"id":372,"origin_id":83,"origin_slot":0,"target_id":135,"target_slot":4,"type":"LATENT"},{"id":374,"origin_id":129,"origin_slot":0,"target_id":94,"target_slot":0,"type":"LATENT"},{"id":376,"origin_id":41,"origin_slot":1,"target_id":80,"target_slot":0,"type":"LATENT"},{"id":379,"origin_id":62,"origin_slot":0,"target_id":51,"target_slot":1,"type":"INT"},{"id":380,"origin_id":127,"origin_slot":0,"target_id":83,"target_slot":1,"type":"LATENT"},{"id":381,"origin_id":94,"origin_slot":0,"target_id":95,"target_slot":0,"type":"LATENT"},{"id":382,"origin_id":94,"origin_slot":1,"target_id":96,"target_slot":0,"type":"LATENT"}],"extra":{"workflowRendererVersion":"LG"}}]},"config":{},"extra":{"frontendVersion":"1.36.14","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, low quality, still frame, frames, watermark, overlay, titles, has blurbox, has subtitles","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":true,"VHS_KeepIntermediate":true},"version":0.4}
|