{
 "75": {
  "inputs": {
   "filename_prefix": "video/LTX-2",
   "format": "mp4",
   "video": [
    "92:97",
    0
   ],
   "format.codec": "auto"
  },
  "class_type": "SaveVideo",
  "_meta": {
   "title": "Save Video"
  }
 },
 "92:81": {
  "inputs": {
   "positive": [
    "92:22",
    0
   ],
   "negative": [
    "92:22",
    1
   ],
   "latent": [
    "92:80",
    0
   ]
  },
  "class_type": "LTXVCropGuides",
  "_meta": {
   "title": "LTXVCropGuides"
  }
 },
 "92:90": {
  "inputs": {
   "upscale_method": "lanczos",
   "scale_by": 0.5,
   "image": [
    "92:89",
    0
   ]
  },
  "class_type": "ImageScaleBy",
  "_meta": {
   "title": "Upscale Image By"
  }
 },
 "92:91": {
  "inputs": {
   "image": [
    "92:90",
    0
   ]
  },
  "class_type": "GetImageSize",
  "_meta": {
   "title": "Get Image Size"
  }
 },
 "92:51": {
  "inputs": {
   "batch_size": 1,
   "frames_number": [
    "92:62",
    0
   ],
   "frame_rate": [
    "92:99",
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   ],
   "audio_vae": [
    "92:48",
    0
   ]
  },
  "class_type": "LTXVEmptyLatentAudio",
  "_meta": {
   "title": "Empty LTXV Latent Audio"
  }
 },
 "92:22": {
  "inputs": {
   "positive": [
    "92:3",
    0
   ],
   "negative": [
    "92:4",
    0
   ],
   "frame_rate": [
    "92:102",
    0
   ]
  },
  "class_type": "LTXVConditioning",
  "_meta": {
   "title": "LTXVConditioning"
  }
 },
 "92:43": {
  "inputs": {
   "batch_size": 1,
   "width": [
    "92:91",
    0
   ],
   "height": [
    "92:91",
    1
   ],
   "length": [
    "92:62",
    0
   ]
  },
  "class_type": "EmptyLTXVLatentVideo",
  "_meta": {
   "title": "Empty LTXV Latent Video"
  }
 },
 "92:56": {
  "inputs": {
   "video_latent": [
    "92:113",
    0
   ],
   "audio_latent": [
    "92:51",
    0
   ]
  },
  "class_type": "LTXVConcatAVLatent",
  "_meta": {
   "title": "Concat AV Latent"
  }
 },
 "92:41": {
  "inputs": {
   "noise": [
    "92:11",
    0
   ],
   "guider": [
    "92:47",
    0
   ],
   "sampler": [
    "92:8",
    0
   ],
   "sigmas": [
    "92:9",
    0
   ],
   "latent_image": [
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    0
   ]
  },
  "class_type": "SamplerCustomAdvanced",
  "_meta": {
   "title": "SamplerCustomAdvanced"
  }
 },
 "92:80": {
  "inputs": {
   "av_latent": [
    "92:41",
    0
   ]
  },
  "class_type": "LTXVSeparateAVLatent",
  "_meta": {
   "title": "Separate AV Latent"
  }
 },
 "92:84": {
  "inputs": {
   "samples": [
    "92:81",
    2
   ],
   "upscale_model": [
    "92:76",
    0
   ],
   "vae": [
    "92:1",
    2
   ]
  },
  "class_type": "LTXVLatentUpsampler",
  "_meta": {
   "title": "spatial"
  }
 },
 "92:48": {
  "inputs": {
   "ckpt_name": "ltx-2-19b-dev.safetensors"
  },
  "class_type": "LTXVAudioVAELoader",
  "_meta": {
   "title": "Load LTXV Audio VAE"
  }
 },
 "92:102": {
  "inputs": {
   "value": 24
  },
  "class_type": "PrimitiveFloat",
  "_meta": {
   "title": "Frame Rate(float)"
  }
 },
 "92:99": {
  "inputs": {
   "value": 24
  },
  "class_type": "PrimitiveInt",
  "_meta": {
   "title": "Frame Rate(int)"
  }
 },
 "92:8": {
  "inputs": {
   "sampler_name": "euler_ancestral"
  },
  "class_type": "KSamplerSelect",
  "_meta": {
   "title": "KSamplerSelect"
  }
 },
 "92:11": {
  "inputs": {
   "noise_seed": 4545545
  },
  "class_type": "RandomNoise",
  "_meta": {
   "title": "RandomNoise"
  }
 },
 "92:3": {
  "inputs": {
   "text": "squish it -- a woman's voice exclaims \"I'm gonna squish this adorable little puppy... squish squish squishy\"",
   "clip": [
    "92:60",
    0
   ]
  },
  "class_type": "CLIPTextEncode",
  "_meta": {
   "title": "CLIP Text Encode (Prompt)"
  }
 },
 "92:4": {
  "inputs": {
   "text": "watermark, logo, channel logo, TV logo, broadcast overlay,\nUI elements, interface, HUD, subtitles, captions,\nsymbols, glyphs, letters, text, numbers,\non-screen graphics, corner marks, branding,\ntimestamp, camera overlay, app icon watermark, text, markup, logo, 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,, 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.",
   "clip": [
    "92:60",
    0
   ]
  },
  "class_type": "CLIPTextEncode",
  "_meta": {
   "title": "CLIP Text Encode (Prompt)"
  }
 },
 "92:47": {
  "inputs": {
   "cfg": 1,
   "model": [
    "92:108",
    0
   ],
   "positive": [
    "92:22",
    0
   ],
   "negative": [
    "92:22",
    1
   ]
  },
  "class_type": "CFGGuider",
  "_meta": {
   "title": "CFG Guider"
  }
 },
 "92:68": {
  "inputs": {
   "lora_name": "ltx-2-19b-distilled-lora-384.safetensors",
   "strength_model": 1,
   "model": [
    "92:1",
    0
   ]
  },
  "class_type": "LoraLoaderModelOnly",
  "_meta": {
   "title": "Load LoRA"
  }
 },
 "92:76": {
  "inputs": {
   "model_name": "ltx-2-spatial-upscaler-x2-1.0.safetensors"
  },
  "class_type": "LatentUpscaleModelLoader",
  "_meta": {
   "title": "Load Latent Upscale Model"
  }
 },
 "92:60": {
  "inputs": {
   "text_encoder": "gemma_3_12B_it.safetensors",
   "ckpt_name": "ltx-2-19b-dev.safetensors",
   "device": "default"
  },
  "class_type": "LTXAVTextEncoderLoader",
  "_meta": {
   "title": "Load LTXV Audio Text Encoder"
  }
 },
 "92:9": {
  "inputs": {
   "steps": 12,
   "max_shift": 2.05,
   "base_shift": 0.95,
   "stretch": true,
   "terminal": 0.1,
   "latent": [
    "92:56",
    0
   ]
  },
  "class_type": "LTXVScheduler",
  "_meta": {
   "title": "LTXVScheduler"
  }
 },
 "92:89": {
  "inputs": {
   "width": 1280,
   "height": 1280,
   "batch_size": 1,
   "color": 0
  },
  "class_type": "EmptyImage",
  "_meta": {
   "title": "Empty Image"
  }
 },
 "92:62": {
  "inputs": {
   "value": 281
  },
  "class_type": "PrimitiveInt",
  "_meta": {
   "title": "Length"
  }
 },
 "92:97": {
  "inputs": {
   "bit_depth": "auto",
   "color_space": "sRGB",
   "codec": "none",
   "images": [
    "92:98",
    0
   ],
   "fps": [
    "92:102",
    0
   ],
   "audio": [
    "92:96",
    0
   ]
  },
  "class_type": "CreateVideo",
  "_meta": {
   "title": "Create Video"
  }
 },
 "92:110": {
  "inputs": {
   "lora_name": "ltx2-squish.safetensors",
   "strength_model": 1,
   "model": [
    "92:1",
    0
   ]
  },
  "class_type": "LoraLoaderModelOnly",
  "_meta": {
   "title": "Load LoRA"
  }
 },
 "92:108": {
  "inputs": {
   "lora_name": "ltx-2-19b-distilled-lora-384.safetensors",
   "strength_model": 1,
   "model": [
    "92:110",
    0
   ]
  },
  "class_type": "LoraLoaderModelOnly",
  "_meta": {
   "title": "Load LoRA"
  }
 },
 "92:96": {
  "inputs": {
   "samples": [
    "92:94",
    1
   ],
   "audio_vae": [
    "92:48",
    0
   ]
  },
  "class_type": "LTXVAudioVAEDecode",
  "_meta": {
   "title": "LTXV Audio VAE Decode"
  }
 },
 "92:83": {
  "inputs": {
   "video_latent": [
    "92:84",
    0
   ],
   "audio_latent": [
    "92:80",
    1
   ]
  },
  "class_type": "LTXVConcatAVLatent",
  "_meta": {
   "title": "Concat AV Latent"
  }
 },
 "92:66": {
  "inputs": {
   "sampler_name": "euler_ancestral"
  },
  "class_type": "KSamplerSelect",
  "_meta": {
   "title": "KSamplerSelect"
  }
 },
 "92:73": {
  "inputs": {
   "sigmas": "0.909375, 0.725, 0.421875, 0.0"
  },
  "class_type": "ManualSigmas",
  "_meta": {
   "title": "ManualSigmas"
  }
 },
 "92:82": {
  "inputs": {
   "cfg": 1,
   "model": [
    "92:109",
    0
   ],
   "positive": [
    "92:81",
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   ],
   "negative": [
    "92:81",
    1
   ]
  },
  "class_type": "CFGGuider",
  "_meta": {
   "title": "CFG Guider"
  }
 },
 "92:67": {
  "inputs": {
   "noise_seed": 0
  },
  "class_type": "RandomNoise",
  "_meta": {
   "title": "RandomNoise"
  }
 },
 "92:70": {
  "inputs": {
   "noise": [
    "92:67",
    0
   ],
   "guider": [
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   ],
   "sampler": [
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   ],
   "sigmas": [
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   ],
   "latent_image": [
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    0
   ]
  },
  "class_type": "SamplerCustomAdvanced",
  "_meta": {
   "title": "SamplerCustomAdvanced"
  }
 },
 "92:94": {
  "inputs": {
   "av_latent": [
    "92:70",
    1
   ]
  },
  "class_type": "LTXVSeparateAVLatent",
  "_meta": {
   "title": "Separate AV Latent"
  }
 },
 "92:98": {
  "inputs": {
   "tile_size": 512,
   "overlap": 64,
   "temporal_size": 4096,
   "temporal_overlap": 8,
   "samples": [
    "92:94",
    0
   ],
   "vae": [
    "92:1",
    2
   ]
  },
  "class_type": "VAEDecodeTiled",
  "_meta": {
   "title": "VAE Decode (Tiled)"
  }
 },
 "92:1": {
  "inputs": {
   "ckpt_name": "ltx-2-19b-dev.safetensors"
  },
  "class_type": "CheckpointLoaderSimple",
  "_meta": {
   "title": "Load Checkpoint"
  }
 },
 "92:113": {
  "inputs": {
   "strength": 1,
   "bypass": false,
   "vae": [
    "92:1",
    2
   ],
   "image": [
    "92:112",
    0
   ],
   "latent": [
    "92:43",
    0
   ]
  },
  "class_type": "LTXVImgToVideoInplace",
  "_meta": {
   "title": "LTXVImgToVideoInplace"
  }
 },
 "92:112": {
  "inputs": {
   "img_compression": 33,
   "image": [
    "92:111",
    0
   ]
  },
  "class_type": "LTXVPreprocess",
  "_meta": {
   "title": "LTXV Preprocess"
  }
 },
 "92:111": {
  "inputs": {
   "longer_edge": 1536,
   "images": [
    "98",
    0
   ]
  },
  "class_type": "ResizeImagesByLongerEdge",
  "_meta": {
   "title": "Resize Images by Longer Edge (DEPRECATED)"
  }
 },
 "92:109": {
  "inputs": {
   "lora_name": "ltx2-squish.safetensors",
   "strength_model": 1,
   "model": [
    "92:68",
    0
   ]
  },
  "class_type": "LoraLoaderModelOnly",
  "_meta": {
   "title": "Load LoRA"
  }
 },
 "98": {
  "inputs": {
   "image": "puppy_with_blue_bandana.png"
  },
  "class_type": "LoadImage",
  "_meta": {
   "title": "Load Image"
  }
 }
}