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| "## NOTICE BEFORE USE: In order for the workflow to operate properly, you must load 2 images and an audio file. These will not be used until you select one of the options below anyway. \n\n### t2v_mode = Run in Text to Video mode\n### enable_custom_audio = Load custom audio for the clip\n### enhance_prompt = AI prompt automatic enhancement\n### enable_last_frame = Use start and end frame\n### enable_hq = Enable high quality mode\n### fps = Use range from 24 - 48 frames per second\n### seconds = Define video duration in seconds\n### single_pass = Use single run without upscaler. REQUIRES distill_support to be turned ON!\n### distill_support = Uses a distill lora at 20% strength in stage 1 to stabilize noise when doing single pass. It MUST be enabled when single_pass is ON !\n### native_resolution = Render at native resolution instead of half resolution which is LTX default mode. This significantly increases demand and resources, so use with caution!\n### nvidia_super_upscale = Will upscale output resolution x2 at the final video save output.\n\n### Recommended resolutions:\n- 1280 x 704, 1920 x 1088 in default mode\n- 960 x 544 in single pass with native_resolution + distill_support turned ON.\n\n### NOTE: High quality mode activates LTX multi modal feature and will double up generation time. Additionally, activating distill support lora will also increase generation time.\n\n### Recommended steps:\n- Default = 20 - 30 steps\n- HQ = 15+ steps\n\n## This workflow requires Comfy version 0.17 (or newer) to work properly.\n\n### Width & height settings must be divisible by 32.\n### Frame count must be divisible by 8 + 1, but this is now automatically handled by the workflow. Simply input video length in seconds and fps.\n\n### Running with invalid parameters **will not cause errors**. Instead, the flow will silently choose the closest valid parameters. \n\n### By default, we are using 720p resolution. You can try 1920*1088 if you have a powerful GPU." |
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| "- Huggingface: [Lightricks/LTX-2.3](https://huggingface.co/Lightricks/LTX-2.3/)\n- Github: [LTX-2](https://github.com/Lightricks/LTX-2)\n\n## LTX-2.3 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-2.3 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**latent_upscale_models**\n\n- [ltx-2.3-spatial-upscaler-x2-1.1.safetensors](https://huggingface.co/Lightricks/LTX-2.3/resolve/main/ltx-2.3-spatial-upscaler-x2-1.1.safetensors)\n\n**checkpoints (pick one of these depending on your hardware capability)**\n\n- BF16: [ltx-2.3-22b-dev.safetensors](https://huggingface.co/Lightricks/LTX-2.3/resolve/main/ltx-2.3-22b-dev.safetensors)\n- FP8: [ltx-2.3-22b-dev-fp8.safetensors](https://huggingface.co/Lightricks/LTX-2.3-fp8/resolve/main/ltx-2.3-22b-dev-fp8.safetensors)\n\n**loras**\n\n- [ltx-2.3-22b-distilled-lora-384-1.1.safetensors](https://huggingface.co/Lightricks/LTX-2.3/resolve/main/ltx-2.3-22b-distilled-lora-384-1.1.safetensors)\n\n**text_encoders**\n\n- [gemma_3_12B_it_fp4_mixed.safetensors](https://huggingface.co/Comfy-Org/ltx-2/resolve/main/split_files/text_encoders/gemma_3_12B_it_fp4_mixed.safetensors)\n\n**vae (for render previews)**\n- [taeltx2_3.safetensors](https://huggingface.co/Kijai/LTX2.3_comfy/resolve/main/vae/taeltx2_3.safetensors)\n## Model Storage Location\n\n```\n๐ ComfyUI/\nโโโ ๐ models/\nโ โโโ ๐ latent_upscale_models/\nโ โ โโโ ltx-2.3-spatial-upscaler-x2-1.1.safetensors\nโ โโโ ๐ checkpoints/\nโ โ โโโ ltx-2.3-22b-dev-fp8.safetensors\nโ โ โโโ ltx-2.3-22b-dev.safetensors\nโ โโโ ๐ loras/\nโ โ โโโ ltx-2.3-22b-distilled-lora-384-1.1.safetensors\nโ โโโ ๐ text_encoders/\nโ โ โโโ gemma_3_12B_it_fp4_mixed.safetensors\nโ โโโ ๐ vae/\nโย ย โ โโโ taeltx2_3.safetensors\n```\n\n## Report other issues\n\nNote: please update ComfyUI first ([guide](https://docs.comfy.org/installation/update_comfyui)) and prepare required models. Desktop/Cloud will be update after the stable builds; nightly-supported models may not be included yet, please wait for the update.\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)" |
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| }, |
| "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": "๐
๐
ฃ๐
ง Gemma 3 Model Loader" |
| } |
| }, |
| "3": { |
| "inputs": { |
| "text": "", |
| "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", |
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| "title": "KSamplerSelect" |
| } |
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| "inputs": { |
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| "max_shift": 2.05, |
| "base_shift": 0.95, |
| "stretch": true, |
| "terminal": 0.1, |
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| 0 |
| ] |
| }, |
| "class_type": "LTXVScheduler", |
| "_meta": { |
| "title": "LTXVScheduler" |
| } |
| }, |
| "11": { |
| "inputs": { |
| "noise_seed": 10 |
| }, |
| "class_type": "RandomNoise", |
| "_meta": { |
| "title": "RandomNoise" |
| } |
| }, |
| "12": { |
| "inputs": { |
| "samples": [ |
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| 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": "๐
๐
ฃ๐
ง LTXV Audio VAE Loader" |
| } |
| }, |
| "14": { |
| "inputs": { |
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| "29", |
| 1 |
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| "audio_vae": [ |
| "13", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVAudioVAEDecode", |
| "_meta": { |
| "title": "๐
๐
ฃ๐
ง LTXV Audio VAE Decode" |
| } |
| }, |
| "15": { |
| "inputs": { |
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| 0 |
| ], |
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| "filename_prefix": "AnimateDiff", |
| "format": "video/h264-mp4", |
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| "images": [ |
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| 0 |
| ], |
| "audio": [ |
| "14", |
| 0 |
| ] |
| }, |
| "class_type": "VHS_VideoCombine", |
| "_meta": { |
| "title": "Video Combine ๐ฅ๐
ฅ๐
๐
ข" |
| } |
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| "inputs": { |
| "skip_blocks": "29", |
| "model": [ |
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| 1 |
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| 0 |
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| 1 |
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| }, |
| "class_type": "MultimodalGuider", |
| "_meta": { |
| "title": "๐
๐
ฃ๐
ง Multimodal Guider" |
| } |
| }, |
| "18": { |
| "inputs": { |
| "modality": "VIDEO", |
| "cfg": 3, |
| "stg": 0, |
| "rescale": 0, |
| "modality_scale": 3, |
| "parameters": [ |
| "19", |
| 0 |
| ] |
| }, |
| "class_type": "GuiderParameters", |
| "_meta": { |
| "title": "๐
๐
ฃ๐
ง Guider Parameters" |
| } |
| }, |
| "19": { |
| "inputs": { |
| "modality": "AUDIO", |
| "cfg": 7, |
| "stg": 0, |
| "rescale": 0, |
| "modality_scale": 3 |
| }, |
| "class_type": "GuiderParameters", |
| "_meta": { |
| "title": "๐
๐
ฃ๐
ง Guider Parameters" |
| } |
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| "inputs": { |
| "audioUI": "", |
| "audio": [ |
| "14", |
| 0 |
| ] |
| }, |
| "class_type": "PreviewAudio", |
| "_meta": { |
| "title": "PreviewAudio" |
| } |
| }, |
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| "3", |
| 0 |
| ], |
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| 0 |
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| "class_type": "LTXVConditioning", |
| "_meta": { |
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| }, |
| "class_type": "FloatConstant", |
| "_meta": { |
| "title": "Float Constant" |
| } |
| }, |
| "26": { |
| "inputs": { |
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| 0 |
| ], |
| "frame_rate": [ |
| "42", |
| 0 |
| ], |
| "batch_size": 1 |
| }, |
| "class_type": "LTXVEmptyLatentAudio", |
| "_meta": { |
| "title": "๐
๐
ฃ๐
ง 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": "๐
๐
ฃ๐
ง LTXV Concat AV Latent" |
| } |
| }, |
| "29": { |
| "inputs": { |
| "av_latent": [ |
| "41", |
| 0 |
| ], |
| "model": [ |
| "28", |
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| ] |
| }, |
| "class_type": "LTXVSeparateAVLatent", |
| "_meta": { |
| "title": "๐
๐
ฃ๐
ง LTXV Separate AV Latent" |
| } |
| }, |
| "41": { |
| "inputs": { |
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| 0 |
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| 0 |
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| 0 |
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| "latent_image": [ |
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| "title": "SamplerCustomAdvanced" |
| } |
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| "inputs": { |
| "a": [ |
| "23", |
| 0 |
| ] |
| }, |
| "class_type": "CM_FloatToInt", |
| "_meta": { |
| "title": "FloatToInt" |
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| "height": 512, |
| "length": [ |
| "27", |
| 0 |
| ], |
| "batch_size": 1 |
| }, |
| "class_type": "EmptyLTXVLatentVideo", |
| "_meta": { |
| "title": "EmptyLTXVLatentVideo" |
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| "44": { |
| "inputs": { |
| "torch_compile": true, |
| "disable_backup": false, |
| "model": [ |
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| 0 |
| ] |
| }, |
| "class_type": "LTXVSequenceParallelMultiGPUPatcher", |
| "_meta": { |
| "title": "LTXVSequenceParallelMultiGPUPatcher" |
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| "45": { |
| "inputs": { |
| "frame_idx": 0, |
| "strength": 1 |
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| "class_type": "LTXVAddGuide", |
| "_meta": { |
| "title": "LTXVAddGuide" |
| } |
| } |
| }, |
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| "VHS_MetadataImage": true, |
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