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| "## LTX-2 Prompting Tips\n1. **Core Actions**: Describe events and actions as they occur over time \n2. **Audio**: Describe sounds and dialogue needed for the scene \n3. **Reference Image**: Do not repeat details already present \n4. **Consistency**: Avoid instructions that do not match the reference image, as this will degrade results" |
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| "Download models from here:\n\n\nhttps://huggingface.co/Kijai/LTXV2_comfy\n\nhttps://huggingface.co/unsloth/gemma-3-12b-it-GGUF/\n" |
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| "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": "๐
๐
ฃ๐
ง LTXV Audio VAE Loader" |
| } |
| }, |
| "14": { |
| "inputs": { |
| "samples": [ |
| "29", |
| 1 |
| ], |
| "audio_vae": [ |
| "13", |
| 0 |
| ] |
| }, |
| "class_type": "LTXVAudioVAEDecode", |
| "_meta": { |
| "title": "๐
๐
ฃ๐
ง 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 ๐ฅ๐
ฅ๐
๐
ข" |
| } |
| }, |
| "17": { |
| "inputs": { |
| "skip_blocks": "29", |
| "model": [ |
| "28", |
| 1 |
| ], |
| "positive": [ |
| "22", |
| 0 |
| ], |
| "negative": [ |
| "22", |
| 1 |
| ], |
| "parameters": [ |
| "18", |
| 0 |
| ] |
| }, |
| "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" |
| } |
| }, |
| "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": "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", |
| 1 |
| ] |
| }, |
| "class_type": "LTXVSeparateAVLatent", |
| "_meta": { |
| "title": "๐
๐
ฃ๐
ง 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": false, |
| "VHS_KeepIntermediate": false |
| }, |
| "version": 0.4 |
| } |