{
 "127": {
  "class_type": "UNETLoader",
  "inputs": {
   "unet_name": "minimax_h3/minimax_h3_fl2va_pruned_int8_convrot.safetensors",
   "weight_dtype": "default"
  },
  "_meta": {
   "title": "base model"
  }
 },
 "128": {
  "class_type": "CLIPLoader",
  "inputs": {
   "clip_name": "minimax_h3/qwen3vl_32b_minimax_h3_nvfp4_awq.safetensors",
   "type": "minimax",
   "device": "default"
  },
  "_meta": {
   "title": "text encoder"
  }
 },
 "119": {
  "class_type": "VAELoader",
  "inputs": {
   "vae_name": "minimax_h3/minimax_h3_video_vae_fp16.safetensors"
  },
  "_meta": {
   "title": "video VAE"
  }
 },
 "300": {
  "class_type": "PathchSageAttentionKJ",
  "inputs": {
   "model": [
    "127",
    0
   ],
   "sage_attention": "auto",
   "allow_compile": false
  },
  "_meta": {
   "title": "sage attention"
  }
 },
 "301": {
  "class_type": "MiniMaxH3MemoryEfficientSageAttentionPatch",
  "inputs": {
   "model": [
    "300",
    0
   ]
  },
  "_meta": {
   "title": "H3 sage patch"
  }
 },
 "302": {
  "class_type": "MiniMaxChunkFeedForward",
  "inputs": {
   "model": [
    "301",
    0
   ],
   "chunks": 2,
   "seq_threshold": 65536
  },
  "_meta": {
   "title": "chunked FF"
  }
 },
 "135": {
  "class_type": "KSamplerSelect",
  "inputs": {
   "sampler_name": "gradient_estimation"
  },
  "_meta": {
   "title": "sampler"
  }
 },
 "400": {
  "class_type": "LoadVideo",
  "inputs": {
   "file": "seedhunt_20260963_00001_.mp4"
  },
  "_meta": {
   "title": "world clip: 124f 1152x640 24.0fps"
  }
 },
 "401": {
  "class_type": "GetVideoComponents",
  "inputs": {
   "video": [
    "400",
    0
   ]
  },
  "_meta": {
   "title": "components"
  }
 },
 "402": {
  "class_type": "H3VideoFit",
  "inputs": {
   "images": [
    "401",
    0
   ],
   "mode": "trim tail (default)",
   "max_frames": 0,
   "fps": [
    "401",
    2
   ],
   "audio": [
    "401",
    1
   ]
  },
  "_meta": {
   "title": "fit to 17k+5"
  }
 },
 "410": {
  "class_type": "ImageFromBatch",
  "inputs": {
   "image": [
    "402",
    0
   ],
   "batch_index": 68,
   "length": 56
  },
  "_meta": {
   "title": "WINDOW crop world frames 68..123 (68 on the 17-phase; 56 legal)"
  }
 },
 "403": {
  "class_type": "VAEEncode",
  "inputs": {
   "pixels": [
    "410",
    0
   ],
   "vae": [
    "119",
    0
   ]
  },
  "_meta": {
   "title": "encode the 56f window"
  }
 },
 "404": {
  "class_type": "H3TemporalInsert",
  "inputs": {
   "samples": [
    "403",
    0
   ],
   "hold_map": "{\"holds\": [1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2], \"world_len\": 56}",
   "init_mode": "lerp",
   "length": 0,
   "noise_seed": 0,
   "expand_to_end": false
  },
  "_meta": {
   "title": "compiled hold map, window-local: [1]*5+[2]*51 = 107f. expand_to_end already applied by the compiler, so the node must not rewrite it again"
  }
 },
 "522": {
  "class_type": "H3InjectSchedule",
  "inputs": {
   "model": [
    "302",
    0
   ],
   "scheduler": "beta",
   "total_steps": 25,
   "inject": 0.45,
   "preset": "custom"
  },
  "_meta": {
   "title": "inject = plan settings.regen_strength"
  }
 },
 "523": {
  "class_type": "RandomNoise",
  "inputs": {
   "noise_seed": 20260817
  },
  "_meta": {
   "title": "seed from the plan"
  }
 },
 "524": {
  "class_type": "MiniMaxH3ImageToVideo",
  "inputs": {
   "clip": [
    "128",
    0
   ],
   "vae": [
    "119",
    0
   ],
   "prompt": "",
   "width": 1152,
   "height": 640,
   "length": 107
  },
  "_meta": {
   "title": "conditioning only; length = DILATED 107 so AddGuide resolves on the dilated clock"
  }
 },
 "405": {
  "class_type": "ImageFromBatch",
  "inputs": {
   "image": [
    "402",
    0
   ],
   "batch_index": 123,
   "length": 1
  },
  "_meta": {
   "title": "TAIL GUIDE source: world frame 123 (window-local 55)"
  }
 },
 "406": {
  "class_type": "MiniMaxH3AddGuide",
  "inputs": {
   "positive": [
    "524",
    0
   ],
   "vae": [
    "119",
    0
   ],
   "latent": [
    "524",
    1
   ],
   "image": [
    "405",
    0
   ],
   "frame_idx": 105
  },
  "_meta": {
   "title": "tail guide at dilated 105 = the prefix sum of the hold map up to the final world frame (content-exact placement)"
  }
 },
 "525": {
  "class_type": "BasicGuider",
  "inputs": {
   "model": [
    "302",
    0
   ],
   "conditioning": [
    "406",
    0
   ]
  },
  "_meta": {
   "title": "guider"
  }
 },
 "526": {
  "class_type": "SamplerCustomAdvanced",
  "inputs": {
   "noise": [
    "523",
    0
   ],
   "guider": [
    "525",
    0
   ],
   "sampler": [
    "135",
    0
   ],
   "sigmas": [
    "522",
    0
   ],
   "latent_image": [
    "404",
    0
   ]
  },
  "_meta": {
   "title": "only the inserted token-times are denoised"
  }
 },
 "530": {
  "class_type": "VAEDecode",
  "inputs": {
   "samples": [
    "526",
    0
   ],
   "vae": [
    "119",
    0
   ]
  },
  "_meta": {
   "title": "decode the DILATED 107f window"
  }
 },
 "531": {
  "class_type": "H3ExactRecover",
  "inputs": {
   "images": [
    "530",
    0
   ],
   "hold_map": [
    "404",
    2
   ]
  },
  "_meta": {
   "title": "recover: 107f -> 56f world clock"
  }
 },
 "413": {
  "class_type": "H3TimeSmear",
  "inputs": {
   "images": [
    "531",
    0
   ],
   "dilation": 1,
   "hold_map": "",
   "fps": 24
  },
  "_meta": {
   "title": "IDENTITY: H3TimeSmear returns CPU images so ImageBatch can cat the decode onto the untouched head"
  }
 },
 "411": {
  "class_type": "ImageFromBatch",
  "inputs": {
   "image": [
    "402",
    0
   ],
   "batch_index": 0,
   "length": 68
  },
  "_meta": {
   "title": "HEAD: original frames 0..67, untouched pixels"
  }
 },
 "412": {
  "class_type": "ImageBatch",
  "inputs": {
   "image1": [
    "411",
    0
   ],
   "image2": [
    "413",
    0
   ]
  },
  "_meta": {
   "title": "SPLICE head + window at frame 68 (17-phase cut)"
  }
 },
 "540": {
  "class_type": "CreateVideo",
  "inputs": {
   "images": [
    "412",
    0
   ],
   "audio": [
    "402",
    2
   ],
   "fps": 24,
   "bit_depth": 8
  },
  "_meta": {
   "title": "world clock 124f + the SOURCE clip's own audio -> in sync"
  }
 },
 "541": {
  "class_type": "SaveVideo",
  "inputs": {
   "video": [
    "540",
    0
   ],
   "format": "auto",
   "codec": "auto",
   "filename_prefix": "video/fixture_window2x"
  },
  "_meta": {
   "title": "compiled from a timeline plan"
  }
 }
}