Barebones LTX 2.3 Workflow

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"],"color":"#432","bgcolor":"#653"},{"id":36,"type":"Note","pos":[-1840,2260],"size":[900,100],"flags":{},"order":6,"mode":0,"inputs":[],"outputs":[],"properties":{},"widgets_values":["I prefer the DEV 8fp checkpoint for size and simplicity, with distillation lora separately so I can adjust it's stength manually."],"color":"#432","bgcolor":"#653"},{"id":17,"type":"LTXVSeparateAVLatent","pos":[940,2600],"size":[260,60],"flags":{},"order":30,"mode":0,"inputs":[{"localized_name":"av_latent","name":"av_latent","type":"LATENT","link":94}],"outputs":[{"localized_name":"video_latent","name":"video_latent","type":"LATENT","links":[61]},{"localized_name":"audio_latent","name":"audio_latent","type":"LATENT","links":[28]}],"properties":{"cnr_id":"comfy-core","ver":"0.24.0","Node name for S&R":"LTXVSeparateAVLatent"},"widgets_values":[]},{"id":15,"type":"LTXVConditioning","pos":[-140,2620],"size":[320,80],"flags":{},"order":24,"mode":0,"inputs":[{"localized_name":"positive","name":"positive","type":"CONDITIONING","link":14},{"localized_name":"negative","name":"negative","type":"CONDITIONING","link":16},{"localized_name":"frame_rate","name":"frame_rate","type":"FLOAT","widget":{"name":"frame_rate"},"link":82}],"outputs":[{"localized_name":"positive","name":"positive","type":"CONDITIONING","links":[57]},{"localized_name":"negative","name":"negative","type":"CONDITIONING","links":[59]}],"properties":{"cnr_id":"comfy-core","ver":"0.24.0","Node name for S&R":"LTXVConditioning"},"widgets_values":[25]},{"id":19,"type":"VAEDecodeTiled","pos":[1340,2600],"size":[280,160],"flags":{},"order":31,"mode":0,"inputs":[{"localized_name":"samples","name":"samples","type":"LATENT","link":61},{"localized_name":"vae","name":"vae","type":"VAE","link":27},{"localized_name":"tile_size","name":"tile_size","type":"INT","widget":{"name":"tile_size"},"link":null},{"localized_name":"overlap","name":"overlap","type":"INT","widget":{"name":"overlap"},"link":null},{"localized_name":"temporal_size","name":"temporal_size","type":"INT","widget":{"name":"temporal_size"},"link":null},{"localized_name":"temporal_overlap","name":"temporal_overlap","type":"INT","widget":{"name":"temporal_overlap"},"link":null}],"outputs":[{"localized_name":"IMAGE","name":"IMAGE","type":"IMAGE","links":[30]}],"properties":{"cnr_id":"comfy-core","ver":"0.24.0","Node name for S&R":"VAEDecodeTiled"},"widgets_values":[768,64,4096,8]},{"id":20,"type":"LTXVAudioVAEDecode","pos":[1340,2860],"size":[280,60],"flags":{},"order":32,"mode":0,"inputs":[{"localized_name":"samples","name":"samples","type":"LATENT","link":28},{"label":"Audio VAE","localized_name":"audio_vae","name":"audio_vae","type":"VAE","link":29}],"outputs":[{"localized_name":"Audio","name":"Audio","type":"AUDIO","links":[31]}],"properties":{"cnr_id":"comfy-core","ver":"0.24.0","Node name for S&R":"LTXVAudioVAEDecode"},"widgets_values":[]},{"id":1,"type":"CheckpointLoaderSimple","pos":[-1840,2400],"size":[440,100],"flags":{},"order":7,"mode":0,"inputs":[{"localized_name":"ckpt_name","name":"ckpt_name","type":"COMBO","widget":{"name":"ckpt_name"},"link":null}],"outputs":[{"localized_name":"MODEL","name":"MODEL","type":"MODEL","links":[1]},{"localized_name":"CLIP","name":"CLIP","type":"CLIP","links":null},{"localized_name":"VAE","name":"VAE","type":"VAE","links":[27,53]}],"properties":{"cnr_id":"comfy-core","ver":"0.24.0","Node name for S&R":"CheckpointLoaderSimple"},"widgets_values":["ltx-2.3-22b-dev-fp8.safetensors"]},{"id":4,"type":"LTXVAudioVAELoader","pos":[-1680,2960],"size":[280,60],"flags":{},"order":8,"mode":0,"inputs":[{"localized_name":"ckpt_name","name":"ckpt_name","type":"COMBO","widget":{"name":"ckpt_name"},"link":null}],"outputs":[{"localized_name":"Audio VAE","name":"Audio VAE","type":"VAE","links":[8,29]}],"properties":{"cnr_id":"comfy-core","ver":"0.24.0","Node name for S&R":"LTXVAudioVAELoader"},"widgets_values":["ltx-2.3-22b-dev-fp8.safetensors"]},{"id":18,"type":"ComfyNumberConvert","pos":[-1320,3300],"size":[400,60],"flags":{},"order":16,"mode":0,"inputs":[{"label":"value","localized_name":"value","name":"value","type":"INT,FLOAT,STRING,BOOLEAN","link":24}],"outputs":[{"localized_name":"FLOAT","name":"FLOAT","type":"FLOAT","links":[82,83]},{"localized_name":"INT","name":"INT","type":"INT","links":[25]}],"title":"Number Convert - 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Do not change the art style.  The small cartoon girl wears a hood with  yellow fox ears.   She smoothly walks sideways along the grassy hilltop.  The video is a side-scrolling 2d view.   The clouds follow her.  She looks up at the clouds and says, \"Hello clouds.\"   She walks further past some cartoon trees, \"Hello trees.\"  She walks furthers while she looks at the camera, \"Boy, it sure takes a lot of prompting to fill up 20 seconds.\"  She keeps walking.  She walks up to a realistic Mario from the Super Mario Brothers game.  He wears a red hat with an \"M\" on it, and a red shirt and blue overalls.    She is sitting on a rock, eaching a sandwich.  He has an old style lunch box.  He looks up from eating his sandwich and says, \"I'm on break.\"\n\nThe girl blinks at Mario and pauses.  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Generating the 20s video using the \"example.png\" image takes ~4 minutes.  YMMV.  When I try to push it to 30s, my times grow exponentially, probably because I'm hittin a limit that triggers a lot of memory or pagefile swapping.  I never get an OOM error, just long generation times.\n\n\nI used a single-stage workflow for two reasons:\n\n1) I made this WF for educational purposes, to make the most straightforward i2v and t2v workflow possible.\n2) I've sort of given up on 2-stage generation because of quality issues.  The standard 8step/3step 2-stage workflow didn't really save me any time and never produced particularly good quality for my taste.  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