{
 "75": {
  "inputs": {
   "filename_prefix": "video/mini01_fl2va_pair01_ltx",
   "format": "auto",
   "format.codec": "auto",
   "codec": "auto",
   "video": [
    "398:370",
    0
   ]
  },
  "class_type": "SaveVideo",
  "_meta": {
   "title": "Save Video"
  }
 },
 "395": {
  "inputs": {
   "image": "Christopher_Boffoli_0041_v02.jpg"
  },
  "class_type": "LoadImage",
  "_meta": {
   "title": "Load First Frame"
  }
 },
 "403": {
  "inputs": {
   "aspect_ratio": "1:1 (Square)",
   "megapixels": 1,
   "multiple": 32
  },
  "class_type": "ResolutionSelector",
  "_meta": {
   "title": "Resolution Selector"
  }
 },
 "398:393": {
  "inputs": {
   "clip_name": "gemma4_e2b_it_bf16.safetensors",
   "type": "ltxv",
   "device": "default"
  },
  "class_type": "CLIPLoader",
  "_meta": {
   "title": "Load CLIP"
  }
 },
 "398:380": {
  "inputs": {
   "prompt": [
    "398:376",
    0
   ],
   "max_length": 600,
   "sampling_mode": "on",
   "sampling_mode.temperature": 0.7,
   "sampling_mode.top_k": 64,
   "sampling_mode.top_p": 0.95,
   "sampling_mode.min_p": 0.05,
   "sampling_mode.repetition_penalty": 1.15,
   "sampling_mode.seed": 0,
   "sampling_mode.presence_penalty": 0,
   "thinking": false,
   "use_default_template": true,
   "clip": [
    "398:393",
    0
   ],
   "image": [
    "398:350",
    0
   ]
  },
  "class_type": "TextGenerateLTX2Prompt",
  "_meta": {
   "title": "Generate LTX2 Prompt"
  }
 },
 "398:383": {
  "inputs": {
   "value": false
  },
  "class_type": "PrimitiveBoolean",
  "_meta": {
   "title": "Boolean (Enable Prompt Enhance)"
  }
 },
 "398:364": {
  "inputs": {
   "text": [
    "398:382",
    0
   ],
   "clip": [
    "398:387",
    0
   ]
  },
  "class_type": "CLIPTextEncode",
  "_meta": {
   "title": "CLIP Text Encode (Prompt)"
  }
 },
 "398:376": {
  "inputs": {
   "value": "A single continuous shot, square 1:1 frame, of a surreal miniature construction site. The opening frame shows a golden-brown glazed ring donut hanging from a twisted blue-and-white string above two large ceramic mugs, one light oatmeal beige on the left and one dark matte charcoal on the right, on a seamless warm terracotta background. Tiny construction workers in orange overalls and white hard hats stand on the mug rims and on the ground, looking up at the suspended donut. The hanging donut slowly rotates and sways side to side as the workers on the dark mug reach up toward it, and the workers on the ground crane their necks upward. Soft diffused light from the upper left casts gentle shadows beneath the mugs. As the camera pushes in slightly, the scene dissolves through a gentle arc of warm light: the terracotta background fades to warm cream, the mugs and donut blur away, and the miniature world re-forms as a flat-lay tabletop scene of a tiny mounted archer on a black horse galloping across a cream mat surface, drawing a bow toward oversized swirled lollipop targets held up by a human hand on the right. The final frame matches the archer in mid-gallop, arrow in flight toward the red-and-white lollipop held by the hand. The camera settles into a slightly overhead flat-lay view. Sound of small boot steps on ceramic, a soft creak of the hanging string, a faint whistle of the arrow, and distant playful carnival ambience."
  },
  "class_type": "PrimitiveStringMultiline",
  "_meta": {
   "title": "Prompt"
  }
 },
 "398:382": {
  "inputs": {
   "switch": [
    "398:383",
    0
   ],
   "on_false": [
    "398:376",
    0
   ],
   "on_true": [
    "398:380",
    0
   ]
  },
  "class_type": "ComfySwitchNode",
  "_meta": {
   "title": "If/Else Switch"
  }
 },
 "398:384": {
  "inputs": {
   "unet_name": "ltx-2.5-22b-distilled-transformer-comfy-int8-convrot.safetensors",
   "weight_dtype": "default"
  },
  "class_type": "UNETLoader",
  "_meta": {
   "title": "Load Diffusion Model"
  }
 },
 "398:381": {
  "inputs": {
   "source": [
    "398:382",
    0
   ]
  },
  "class_type": "PreviewAny",
  "_meta": {
   "title": "Preview as Text"
  }
 },
 "398:362": {
  "inputs": {
   "value": 8
  },
  "class_type": "PrimitiveInt",
  "_meta": {
   "title": "Duration"
  }
 },
 "398:363": {
  "inputs": {
   "value": false
  },
  "class_type": "PrimitiveBoolean",
  "_meta": {
   "title": "Switch to Text to Video?"
  }
 },
 "398:365": {
  "inputs": {
   "frame_rate": [
    "398:359",
    0
   ],
   "positive": [
    "398:364",
    0
   ],
   "negative": [
    "398:373",
    0
   ]
  },
  "class_type": "LTXVConditioning",
  "_meta": {
   "title": "LTXVConditioning"
  }
 },
 "398:385": {
  "inputs": {
   "vae_name": "ltx-2.5-video-vae-bf16.safetensors"
  },
  "class_type": "VAELoader",
  "_meta": {
   "title": "Load VAE"
  }
 },
 "398:386": {
  "inputs": {
   "vae_name": "ltx-2.5-audio-vae-bf16.safetensors"
  },
  "class_type": "VAELoader",
  "_meta": {
   "title": "Load VAE"
  }
 },
 "398:372": {
  "inputs": {
   "value": [
    "403",
    0
   ]
  },
  "class_type": "PrimitiveInt",
  "_meta": {
   "title": "Width"
  }
 },
 "398:373": {
  "inputs": {
   "text": "pc game, console game, video game, cartoon, childish, ugly",
   "clip": [
    "398:387",
    0
   ]
  },
  "class_type": "CLIPTextEncode",
  "_meta": {
   "title": "CLIP Text Encode (Prompt)"
  }
 },
 "398:387": {
  "inputs": {
   "clip_name": "gemma4-12b-with-proj-ltx-2.5-comfy-int8-convrot.safetensors",
   "type": "ltxv",
   "device": "default"
  },
  "class_type": "CLIPLoader",
  "_meta": {
   "title": "Load CLIP"
  }
 },
 "398:360": {
  "inputs": {
   "value": [
    "403",
    1
   ]
  },
  "class_type": "PrimitiveInt",
  "_meta": {
   "title": "Height"
  }
 },
 "398:352": {
  "inputs": {
   "sampler_name": "euler_ancestral"
  },
  "class_type": "KSamplerSelect",
  "_meta": {
   "title": "KSamplerSelect"
  }
 },
 "398:339": {
  "inputs": {
   "noise_seed": 1001
  },
  "class_type": "RandomNoise",
  "_meta": {
   "title": "RandomNoise"
  }
 },
 "398:397": {
  "inputs": {
   "sigmas": "1.0, 0.99375, 0.9875, 0.98125, 0.975, 0.909375, 0.725, 0.421875, 0.0"
  },
  "class_type": "ManualSigmas",
  "_meta": {
   "title": "ManualSigmas"
  }
 },
 "398:361": {
  "inputs": {
   "value": 24
  },
  "class_type": "PrimitiveInt",
  "_meta": {
   "title": "Frame Rate"
  }
 },
 "398:371": {
  "inputs": {
   "model_name": "ltx-2.5-latent-spatial-upscaler-x2-bf16-1.0.safetensors"
  },
  "class_type": "LatentUpscaleModelLoader",
  "_meta": {
   "title": "Load Latent Upscale Model"
  }
 },
 "398:388": {
  "inputs": {
   "video_cfg": 1,
   "audio_cfg": 1,
   "model": [
    "398:384",
    0
   ],
   "positive": [
    "398:365",
    0
   ],
   "negative": [
    "398:365",
    1
   ]
  },
  "class_type": "LTXVDualCFGGuider",
  "_meta": {
   "title": "LTXV Dual CFG Guider"
  }
 },
 "398:344": {
  "inputs": {
   "noise": [
    "398:339",
    0
   ],
   "guider": [
    "398:388",
    0
   ],
   "sampler": [
    "398:352",
    0
   ],
   "sigmas": [
    "398:397",
    0
   ],
   "latent_image": [
    "398:377",
    0
   ]
  },
  "class_type": "SamplerCustomAdvanced",
  "_meta": {
   "title": "SamplerCustomAdvanced"
  }
 },
 "398:357": {
  "inputs": {
   "strength": 0.7,
   "bypass": [
    "398:363",
    0
   ],
   "vae": [
    "398:385",
    0
   ],
   "image": [
    "398:350",
    0
   ],
   "latent": [
    "398:356",
    0
   ]
  },
  "class_type": "LTXVImgToVideoInplace",
  "_meta": {
   "title": "LTXVImgToVideoInplace"
  }
 },
 "398:366": {
  "inputs": {
   "frames_number": [
    "398:378",
    1
   ],
   "frame_rate": [
    "398:359",
    1
   ],
   "batch_size": 1,
   "audio_vae": [
    "398:386",
    0
   ]
  },
  "class_type": "LTXVEmptyLatentAudio",
  "_meta": {
   "title": "LTXV Empty Latent Audio"
  }
 },
 "398:367": {
  "inputs": {
   "av_latent": [
    "398:344",
    0
   ]
  },
  "class_type": "LTXVSeparateAVLatent",
  "_meta": {
   "title": "LTXVSeparateAVLatent"
  }
 },
 "398:377": {
  "inputs": {
   "video_latent": [
    "398:357",
    0
   ],
   "audio_latent": [
    "398:366",
    0
   ]
  },
  "class_type": "LTXVConcatAVLatent",
  "_meta": {
   "title": "LTXVConcatAVLatent"
  }
 },
 "398:351": {
  "inputs": {
   "resize_type": "scale longer dimension",
   "resize_type.longer_size": 1536,
   "scale_method": "lanczos",
   "input": [
    "395",
    0
   ]
  },
  "class_type": "ResizeImageMaskNode",
  "_meta": {
   "title": "Resize Image/Mask"
  }
 },
 "398:353": {
  "inputs": {
   "expression": "a/2",
   "values.a": [
    "398:372",
    0
   ]
  },
  "class_type": "ComfyMathExpression",
  "_meta": {
   "title": "Math Expression"
  }
 },
 "398:355": {
  "inputs": {
   "expression": "a/2",
   "values.a": [
    "398:360",
    0
   ]
  },
  "class_type": "ComfyMathExpression",
  "_meta": {
   "title": "Math Expression"
  }
 },
 "398:350": {
  "inputs": {
   "img_compression": 18,
   "image": [
    "398:351",
    0
   ]
  },
  "class_type": "LTXVPreprocess",
  "_meta": {
   "title": "LTXV Preprocess"
  }
 },
 "398:356": {
  "inputs": {
   "width": [
    "398:353",
    1
   ],
   "height": [
    "398:355",
    1
   ],
   "length": [
    "398:378",
    1
   ],
   "batch_size": 1
  },
  "class_type": "EmptyLTXVLatentVideo",
  "_meta": {
   "title": "EmptyLTXVLatentVideo"
  }
 },
 "398:348": {
  "inputs": {
   "samples": [
    "398:367",
    0
   ],
   "upscale_model": [
    "398:371",
    0
   ],
   "vae": [
    "398:385",
    0
   ]
  },
  "class_type": "LTXVLatentUpsampler",
  "_meta": {
   "title": "LTXVLatentUpsampler"
  }
 },
 "398:349": {
  "inputs": {
   "strength": 1,
   "bypass": [
    "398:363",
    0
   ],
   "vae": [
    "398:385",
    0
   ],
   "image": [
    "398:350",
    0
   ],
   "latent": [
    "398:348",
    0
   ]
  },
  "class_type": "LTXVImgToVideoInplace",
  "_meta": {
   "title": "LTXVImgToVideoInplace"
  }
 },
 "398:359": {
  "inputs": {
   "expression": "a",
   "values.a": [
    "398:361",
    0
   ]
  },
  "class_type": "ComfyMathExpression",
  "_meta": {
   "title": "Math Expression (fps)"
  }
 },
 "398:378": {
  "inputs": {
   "expression": "a * b + 1",
   "values.a": [
    "398:362",
    0
   ],
   "values.b": [
    "398:361",
    0
   ]
  },
  "class_type": "ComfyMathExpression",
  "_meta": {
   "title": "Math Expression (length)"
  }
 },
 "398:338": {
  "inputs": {
   "noise_seed": 1002
  },
  "class_type": "RandomNoise",
  "_meta": {
   "title": "RandomNoise"
  }
 },
 "398:340": {
  "inputs": {
   "video_latent": [
    "397",
    2
   ],
   "audio_latent": [
    "398:367",
    1
   ]
  },
  "class_type": "LTXVConcatAVLatent",
  "_meta": {
   "title": "LTXVConcatAVLatent"
  }
 },
 "398:396": {
  "inputs": {
   "sigmas": "0.85, 0.7250, 0.4219, 0.0"
  },
  "class_type": "ManualSigmas",
  "_meta": {
   "title": "ManualSigmas"
  }
 },
 "398:391": {
  "inputs": {
   "video_cfg": 1,
   "audio_cfg": 1,
   "model": [
    "398:384",
    0
   ],
   "positive": [
    "397",
    0
   ],
   "negative": [
    "397",
    1
   ]
  },
  "class_type": "LTXVDualCFGGuider",
  "_meta": {
   "title": "LTXV Dual CFG Guider"
  }
 },
 "398:341": {
  "inputs": {
   "sampler_name": "euler_ancestral"
  },
  "class_type": "KSamplerSelect",
  "_meta": {
   "title": "KSamplerSelect"
  }
 },
 "398:368": {
  "inputs": {
   "noise": [
    "398:338",
    0
   ],
   "guider": [
    "398:391",
    0
   ],
   "sampler": [
    "398:341",
    0
   ],
   "sigmas": [
    "398:396",
    0
   ],
   "latent_image": [
    "398:340",
    0
   ]
  },
  "class_type": "SamplerCustomAdvanced",
  "_meta": {
   "title": "SamplerCustomAdvanced"
  }
 },
 "398:369": {
  "inputs": {
   "av_latent": [
    "398:368",
    0
   ]
  },
  "class_type": "LTXVSeparateAVLatent",
  "_meta": {
   "title": "LTXVSeparateAVLatent"
  }
 },
 "398:374": {
  "inputs": {
   "tile_size": 512,
   "overlap": 64,
   "temporal_size": 64,
   "temporal_overlap": 16,
   "samples": [
    "398:369",
    0
   ],
   "vae": [
    "398:385",
    0
   ]
  },
  "class_type": "VAEDecodeTiled",
  "_meta": {
   "title": "VAE Decode (Tiled)"
  }
 },
 "398:358": {
  "inputs": {
   "samples": [
    "398:369",
    1
   ],
   "audio_vae": [
    "398:386",
    0
   ]
  },
  "class_type": "LTXVAudioVAEDecode",
  "_meta": {
   "title": "LTXV Audio VAE Decode"
  }
 },
 "398:370": {
  "inputs": {
   "fps": [
    "398:359",
    0
   ],
   "bit_depth": 8,
   "color_space": "sRGB",
   "images": [
    "398:374",
    0
   ],
   "audio": [
    "398:358",
    0
   ]
  },
  "class_type": "CreateVideo",
  "_meta": {
   "title": "Create Video"
  }
 },
 "396": {
  "inputs": {
   "image": "Tatsuya_Tanaka_0005_v02.jpg"
  },
  "class_type": "LoadImage",
  "_meta": {
   "title": "Load Last Frame"
  }
 },
 "397": {
  "inputs": {
   "positive": [
    "398:365",
    0
   ],
   "negative": [
    "398:365",
    1
   ],
   "vae": [
    "398:385",
    0
   ],
   "latent": [
    "398:349",
    0
   ],
   "image": [
    "396",
    0
   ],
   "frame_idx": -1,
   "strength": 1.0
  },
  "class_type": "LTXVAddGuide",
  "_meta": {
   "title": "Add Last Frame Guide"
  }
 }
}