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    "inputs": {
      "filename_prefix": "video/LTX-2",
      "format": "mp4",
      "codec": "auto",
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    },
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      "title": "Save Video"
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  },
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      "max_shift": 2.05,
      "base_shift": 0.95,
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      "title": "LTXVScheduler"
    }
  },
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      "sigmas": "0.909375, 0.725, 0.421875, 0.0"
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      "title": "ManualSigmas"
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      "title": "LTXVCropGuides"
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      "title": "CFGGuider"
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  },
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      "scale_by": 0.5,
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      "title": "Upscale Image By"
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  },
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      "image": [
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    },
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      "title": "Get Image Size"
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  },
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    "_meta": {
      "title": "LTXV Empty Latent Audio"
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    "class_type": "LTXVConditioning",
    "_meta": {
      "title": "LTXVConditioning"
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  },
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    "inputs": {
      "width": [
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      "height": [
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      "title": "EmptyLTXVLatentVideo"
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  },
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      "title": "LTXVConcatAVLatent"
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  },
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    "inputs": {
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      "height": 720,
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      "title": "EmptyImage"
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      "title": "Length"
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    "_meta": {
      "title": "SamplerCustomAdvanced"
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  },
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      "noise_seed": 0
    },
    "class_type": "RandomNoise",
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      "title": "RandomNoise"
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      "noise_seed": 10
    },
    "class_type": "RandomNoise",
    "_meta": {
      "title": "RandomNoise"
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  },
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    "inputs": {
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      ]
    },
    "class_type": "LTXVSeparateAVLatent",
    "_meta": {
      "title": "LTXVSeparateAVLatent"
    }
  },
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    "inputs": {
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      ],
      "audio_latent": [
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    "_meta": {
      "title": "LTXVConcatAVLatent"
    }
  },
  "92:84": {
    "inputs": {
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      "title": "spatial"
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    "_meta": {
      "title": "SamplerCustomAdvanced"
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  },
  "92:97": {
    "inputs": {
      "fps": [
        "92:102",
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      ],
      "images": [
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      "audio": [
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      ]
    },
    "class_type": "CreateVideo",
    "_meta": {
      "title": "Create Video"
    }
  },
  "92:48": {
    "inputs": {
      "ckpt_name": "ltx-2-19b-dev-fp4.safetensors"
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    "class_type": "LTXVAudioVAELoader",
    "_meta": {
      "title": "LTXV Audio VAE Loader"
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  },
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      "av_latent": [
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    },
    "class_type": "LTXVSeparateAVLatent",
    "_meta": {
      "title": "LTXVSeparateAVLatent"
    }
  },
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    "inputs": {
      "tile_size": 512,
      "overlap": 64,
      "temporal_size": 4096,
      "temporal_overlap": 8,
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    "_meta": {
      "title": "VAE Decode (Tiled)"
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  },
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    "inputs": {
      "samples": [
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      "title": "LTXV Audio VAE Decode"
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  },
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    "inputs": {
      "cfg": 4,
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      "negative": [
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    },
    "class_type": "CFGGuider",
    "_meta": {
      "title": "CFGGuider"
    }
  },
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    "inputs": {
      "value": 24
    },
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      "title": "Frame Rate(float)"
    }
  },
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      "value": 24
    },
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      "title": "Frame Rate(int)"
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  },
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    "inputs": {
      "sampler_name": "euler_ancestral"
    },
    "class_type": "KSamplerSelect",
    "_meta": {
      "title": "KSamplerSelect"
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  },
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    "inputs": {
      "sampler_name": "euler_ancestral"
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    "class_type": "KSamplerSelect",
    "_meta": {
      "title": "KSamplerSelect"
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  },
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    "inputs": {
      "ckpt_name": "ltx-2-19b-dev-fp4.safetensors"
    },
    "class_type": "CheckpointLoaderSimple",
    "_meta": {
      "title": "Load Checkpoint"
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  },
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    "inputs": {
      "lora_name": "ltx-2-19b-distilled-lora-384.safetensors",
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    },
    "class_type": "LoraLoaderModelOnly",
    "_meta": {
      "title": "LoraLoaderModelOnly"
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  },
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    "inputs": {
      "model_name": "ltx-2-spatial-upscaler-x2-1.0.safetensors"
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    "_meta": {
      "title": "Load Latent Upscale Model"
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  },
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    "inputs": {
      "text_encoder": "gemma_3_12B_it_fp8_e4m3fn.safetensors",
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    "class_type": "LTXAVTextEncoderLoader",
    "_meta": {
      "title": "LTXV Audio Text Encoder Loader"
    }
  },
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    "inputs": {
      "text": "A photorealistic close-up of a cheerful young woman with natural curly auburn hair and large, expressive eyes. She holds a small red umbrella above her head as gentle rain falls around her. She looks upward and begins to sing with joy in English: \"It's raining, it's raining, I love it when its raining.\" Her lips move naturally to the melody, smiling brightly. Her hands grip the umbrella handle as she sways slightly from side to side in rhythm. The camera holds steady as the rain sparkles against the soft cinematic lighting. Her eyes blink occasionally as she sings. 8k resolution, highly detailed skin texture, shallow depth of field.",
      "clip": [
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      ]
    },
    "class_type": "CLIPTextEncode",
    "_meta": {
      "title": "CLIP Text Encode (Prompt)"
    }
  },
  "92:4": {
    "inputs": {
      "text": "blurry, out of focus, overexposed, underexposed, low contrast, washed out colors, excessive noise, grainy texture, poor lighting, flickering, motion blur, distorted proportions, unnatural skin tones, deformed facial features, asymmetrical face, missing facial features, extra limbs, disfigured hands, wrong hand count, artifacts around text, unreadable text on shirt or hat, incorrect lettering on cap (“PNTR”), incorrect t-shirt slogan (“JUST DO IT”), missing microphone, misplaced microphone, inconsistent perspective, camera shake, incorrect depth of field, background too sharp, background clutter, distracting reflections, harsh shadows, inconsistent lighting direction, color banding, cartoonish rendering, 3D CGI look, unrealistic materials, uncanny valley effect, incorrect ethnicity, wrong gender, exaggerated expressions, smiling, laughing, exaggerated sadness, wrong gaze direction, eyes looking at camera, mismatched lip sync, silent or muted audio, distorted voice, robotic voice, echo, background noise, off-sync audio, missing sniff sounds, incorrect dialogue, added dialogue, repetitive speech, jittery movement, awkward pauses, incorrect timing, unnatural transitions, inconsistent framing, tilted camera, missing door or shelves, missing shallow depth of field, flat lighting, inconsistent tone, cinematic oversaturation, stylized filters, or AI artifacts.",
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    },
    "class_type": "CLIPTextEncode",
    "_meta": {
      "title": "CLIP Text Encode (Prompt)"
    }
  }
}