2nd Trial Version of GeoBERT

config.json

@@ -0,0 +1,46 @@
+{
+  "_name_or_path": "botryan96/GeoBERT",
+  "architectures": [
+    "BertForTokenClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "O",
+    "1": "B-GeoTime",
+    "2": "I-GeoTime",
+    "3": "B-GeoLoc",
+    "4": "I-GeoLoc",
+    "5": "B-GeoMeth",
+    "6": "I-GeoMeth",
+    "7": "B-GeoPetro",
+    "8": "I-GeoPetro"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "B-GeoLoc": "3",
+    "B-GeoMeth": "5",
+    "B-GeoPetro": "7",
+    "B-GeoTime": "1",
+    "I-GeoLoc": "4",
+    "I-GeoMeth": "6",
+    "I-GeoPetro": "8",
+    "I-GeoTime": "2",
+    "O": "0"
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "transformers_version": "4.22.1",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 31090
+}

special_tokens_map.json

@@ -0,0 +1,7 @@
+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tf_model.h5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b6656e0d0efa409013ab9fe04defad607aaa1e9d039ebdad28809bbf786bebc
+size 437612588

tokenizer.json

@@ -0,0 +1,1871 @@
+{
+  "version": "1.0",
+  "truncation": null,
+  "padding": null,
+  "added_tokens": [
+    {
+      "id": 0,
+      "content": "[PAD]",
+      "single_word": false,
+      "lstrip": false,
+      "rstrip": false,
+      "normalized": false,
+      "special": true
+    },
+    {
+      "id": 1,
+      "content": "[UNK]",
+      "single_word": false,
+      "lstrip": false,
+      "rstrip": false,
+      "normalized": false,
+      "special": true
+    },
+    {
+      "id": 2,
+      "content": "[CLS]",
+      "single_word": false,
+      "lstrip": false,
+      "rstrip": false,
+      "normalized": false,
+      "special": true
+    },
+    {
+      "id": 3,
+      "content": "[SEP]",
+      "single_word": false,
+      "lstrip": false,
+      "rstrip": false,
+      "normalized": false,
+      "special": true
+    },
+    {
+      "id": 4,
+      "content": "[MASK]",
+      "single_word": false,
+      "lstrip": false,
+      "rstrip": false,
+      "normalized": false,
+      "special": true
+    }
+  ],
+  "normalizer": {
+    "type": "BertNormalizer",
+    "clean_text": true,
+    "handle_chinese_chars": true,
+    "strip_accents": null,
+    "lowercase": true
+  },
+  "pre_tokenizer": {
+    "type": "BertPreTokenizer"
+  },
+  "post_processor": {
+    "type": "TemplateProcessing",
+    "single": [
+      {
+        "SpecialToken": {
+          "id": "[CLS]",
+          "type_id": 0
+        }
+      },
+      {
+        "Sequence": {
+          "id": "A",
+          "type_id": 0
+        }
+      },
+      {
+        "SpecialToken": {
+          "id": "[SEP]",
+          "type_id": 0
+        }
+      }
+    ],
+    "pair": [
+      {
+        "SpecialToken": {
+          "id": "[CLS]",
+          "type_id": 0
+        }
+      },
+      {
+        "Sequence": {
+          "id": "A",
+          "type_id": 0
+        }
+      },
+      {
+        "SpecialToken": {
+          "id": "[SEP]",
+          "type_id": 0
+        }
+      },
+      {
+        "Sequence": {
+          "id": "B",
+          "type_id": 1
+        }
+      },
+      {
+        "SpecialToken": {
+          "id": "[SEP]",
+          "type_id": 1
+        }
+      }
+    ],
+    "special_tokens": {
+      "[CLS]": {
+        "id": "[CLS]",
+        "ids": [
+          2
+        ],
+        "tokens": [
+          "[CLS]"
+        ]
+      },
+      "[SEP]": {
+        "id": "[SEP]",
+        "ids": [
+          3
+        ],
+        "tokens": [
+          "[SEP]"
+        ]
+      }
+    }
+  },
+  "decoder": {
+    "type": "WordPiece",
+    "prefix": "##",
+    "cleanup": true
+  },
+  "model": {
+    "type": "WordPiece",
+    "unk_token": "[UNK]",
+    "continuing_subword_prefix": "##",
+    "max_input_chars_per_word": 100,
+    "vocab": {
+      "[PAD]": 0,
+      "[UNK]": 1,
+      "[CLS]": 2,
+      "[SEP]": 3,
+      "[MASK]": 4,
+      "'": 5,
+      "(": 6,
+      ",": 7,
+      "-": 8,
+      ".": 9,
+      "0": 10,
+      "1": 11,
+      "2": 12,
+      "3": 13,
+      "4": 14,
+      "5": 15,
+      "6": 16,
+      "7": 17,
+      "8": 18,
+      "a": 19,
+      "b": 20,
+      "c": 21,
+      "d": 22,
+      "e": 23,
+      "f": 24,
+      "g": 25,
+      "h": 26,
+      "i": 27,
+      "j": 28,
+      "k": 29,
+      "l": 30,
+      "m": 31,
+      "n": 32,
+      "o": 33,
+      "p": 34,
+      "q": 35,
+      "r": 36,
+      "s": 37,
+      "t": 38,
+      "u": 39,
+      "v": 40,
+      "w": 41,
+      "x": 42,
+      "y": 43,
+      "z": 44,
+      "–": 45,
+      "##e": 46,
+      "##f": 47,
+      "##o": 48,
+      "##r": 49,
+      "##m": 50,
+      "##a": 51,
+      "##t": 52,
+      "##i": 53,
+      "##n": 54,
+      "##l": 55,
+      "##s": 56,
+      "##d": 57,
+      "##h": 58,
+      "##y": 59,
+      "##w": 60,
+      "##v": 61,
+      "##g": 62,
+      "##c": 63,
+      "##u": 64,
+      "##k": 65,
+      "##z": 66,
+      "##b": 67,
+      "##p": 68,
+      "##x": 69,
+      "##5": 70,
+      "##0": 71,
+      "##3": 72,
+      "##j": 73,
+      "##7": 74,
+      "##q": 75,
+      "##6": 76,
+      "##he": 77,
+      "##on": 78,
+      "the": 79,
+      "##re": 80,
+      "##at": 81,
+      "##ic": 82,
+      "##er": 83,
+      "##an": 84,
+      "##es": 85,
+      "##it": 86,
+      "of": 87,
+      "##al": 88,
+      "##ar": 89,
+      "##nd": 90,
+      "##os": 91,
+      "##en": 92,
+      "##in": 93,
+      "##ion": 94,
+      "##st": 95,
+      "##ed": 96,
+      "and": 97,
+      "##ro": 98,
+      "##phe": 99,
+      "##ith": 100,
+      "##osphe": 101,
+      "##ct": 102,
+      "##el": 103,
+      "##or": 104,
+      "cr": 105,
+      "in": 106,
+      "lith": 107,
+      "con": 108,
+      "lithosphe": 109,
+      "is": 110,
+      "##le": 111,
+      "##ent": 112,
+      "th": 113,
+      "##eo": 114,
+      "##as": 115,
+      "##aton": 116,
+      "##is": 117,
+      "craton": 118,
+      "##ve": 119,
+      "##ing": 120,
+      "re": 121,
+      "to": 122,
+      "##mp": 123,
+      "##ation": 124,
+      "##ant": 125,
+      "##ol": 126,
+      "it": 127,
+      "pro": 128,
+      "##ical": 129,
+      "##ou": 130,
+      "##id": 131,
+      "##ric": 132,
+      "##the": 133,
+      "lithosphere": 134,
+      "are": 135,
+      "##che": 136,
+      "##ther": 137,
+      "su": 138,
+      "gr": 139,
+      "geo": 140,
+      "mant": 141,
+      "##ow": 142,
+      "##if": 143,
+      "##ess": 144,
+      "lithospheric": 145,
+      "mantle": 146,
+      "by": 147,
+      "##am": 148,
+      "##ly": 149,
+      "##chean": 150,
+      "fro": 151,
+      "##og": 152,
+      "##ts": 153,
+      "##ies": 154,
+      "##ure": 155,
+      "from": 156,
+      "##th": 157,
+      "##il": 158,
+      "bel": 159,
+      "te": 160,
+      "##et": 161,
+      "##om": 162,
+      "##ad": 163,
+      "##ig": 164,
+      "##eral": 165,
+      "##cti": 166,
+      "##ec": 167,
+      "##ist": 168,
+      "cont": 169,
+      "co": 170,
+      "for": 171,
+      "ma": 172,
+      "##hen": 173,
+      "##est": 174,
+      "##ite": 175,
+      "gran": 176,
+      "st": 177,
+      "##ev": 178,
+      "##ere": 179,
+      "##od": 180,
+      "##ab": 181,
+      "as": 182,
+      "ev": 183,
+      "neo": 184,
+      "##oc": 185,
+      "##han": 186,
+      "##cess": 187,
+      "##ur": 188,
+      "##ust": 189,
+      "##per": 190,
+      "##ate": 191,
+      "##ich": 192,
+      "##osit": 193,
+      "##ction": 194,
+      "crust": 195,
+      "conve": 196,
+      "that": 197,
+      "##ogical": 198,
+      "contin": 199,
+      "ast": 200,
+      "ex": 201,
+      "ear": 202,
+      "ind": 203,
+      "par": 204,
+      "##ter": 205,
+      "##dc": 206,
+      "##ce": 207,
+      "##one": 208,
+      "##archean": 209,
+      "##ens": 210,
+      "##ism": 211,
+      "process": 212,
+      "##henosphe": 213,
+      "asthenosphe": 214,
+      "sou": 215,
+      "##ot": 216,
+      "##se": 217,
+      "##war": 218,
+      "##gm": 219,
+      "cratons": 220,
+      "continent": 221,
+      "asthenosphere": 222,
+      "an": 223,
+      "low": 224,
+      "pre": 225,
+      "wh": 226,
+      "##ep": 227,
+      "##oz": 228,
+      "##oic": 229,
+      "##har": 230,
+      "##ud": 231,
+      "##ick": 232,
+      "thick": 233,
+      "##ctive": 234,
+      "comp": 235,
+      "which": 236,
+      "##ozoic": 237,
+      "at": 238,
+      "bas": 239,
+      "dif": 240,
+      "dhar": 241,
+      "er": 242,
+      "gre": 243,
+      "or": 244,
+      "pl": 245,
+      "with": 246,
+      "##eat": 247,
+      "##fere": 248,
+      "##ov": 249,
+      "##mal": 250,
+      "##nt": 251,
+      "##hi": 252,
+      "##ul": 253,
+      "##uction": 254,
+      "##ature": 255,
+      "##eri": 256,
+      "##erature": 257,
+      "##osion": 258,
+      "##ins": 259,
+      "##cton": 260,
+      "##isc": 261,
+      "##mperature": 262,
+      "temperature": 263,
+      "neoarchean": 264,
+      "differe": 265,
+      "dharwar": 266,
+      "erosion": 267,
+      "ar": 268,
+      "imp": 269,
+      "on": 270,
+      "und": 271,
+      "we": 272,
+      "##ew": 273,
+      "##fer": 274,
+      "##mov": 275,
+      "##ay": 276,
+      "##ia": 277,
+      "##ness": 278,
+      "##um": 279,
+      "##us": 280,
+      "##ication": 281,
+      "##ary": 282,
+      "##enst": 283,
+      "##ely": 284,
+      "cons": 285,
+      "remov": 286,
+      "##thern": 287,
+      "sub": 288,
+      "geol": 289,
+      "belts": 290,
+      "tecton": 291,
+      "magm": 292,
+      "##ock": 293,
+      "part": 294,
+      "##terozoic": 295,
+      "greenst": 296,
+      "archean": 297,
+      "under": 298,
+      "greenstone": 299,
+      "al": 300,
+      "dest": 301,
+      "ga": 302,
+      "ke": 303,
+      "mo": 304,
+      "other": 305,
+      "rel": 306,
+      "sc": 307,
+      "sev": 308,
+      "tr": 309,
+      "up": 310,
+      "var": 311,
+      "visc": 312,
+      "wdc": 313,
+      "##ra": 314,
+      "##ac": 315,
+      "##tion": 316,
+      "##ties": 317,
+      "##hy": 318,
+      "##ved": 319,
+      "##cre": 320,
+      "##ong": 321,
+      "##atic": 322,
+      "##and": 323,
+      "##ally": 324,
+      "int": 325,
+      "##ents": 326,
+      "proper": 327,
+      "##ctiv": 328,
+      "granul": 329,
+      "stud": 330,
+      "evol": 331,
+      "##osition": 332,
+      "convective": 333,
+      "earth": 334,
+      "india": 335,
+      "southern": 336,
+      "continental": 337,
+      "lower": 338,
+      "thickness": 339,
+      "different": 340,
+      "geological": 341,
+      "tectonic": 342,
+      "##ocks": 343,
+      "keel": 344,
+      "several": 345,
+      "properties": 346,
+      "bou": 347,
+      "gen": 348,
+      "late": 349,
+      "met": 350,
+      "mec": 351,
+      "nor": 352,
+      "she": 353,
+      "som": 354,
+      "ter": 355,
+      "##ri": 356,
+      "##ak": 357,
+      "##ast": 358,
+      "##ted": 359,
+      "##im": 360,
+      "##vid": 361,
+      "##ge": 362,
+      "##ges": 363,
+      "##pro": 364,
+      "ther": 365,
+      "##ated": 366,
+      "##ity": 367,
+      "##arg": 368,
+      "##ndary": 369,
+      "##stand": 370,
+      "##ory": 371,
+      "this": 372,
+      "its": 373,
+      "##ification": 374,
+      "form": 375,
+      "composition": 376,
+      "##hib": 377,
+      "weak": 378,
+      "understand": 379,
+      "vari": 380,
+      "granulite": 381,
+      "boundary": 382,
+      "mechan": 383,
+      "shear": 384,
+      "some": 385,
+      "##proterozoic": 386,
+      "ac": 387,
+      "bu": 388,
+      "ben": 389,
+      "can": 390,
+      "du": 391,
+      "dec": 392,
+      "dens": 393,
+      "edc": 394,
+      "fig": 395,
+      "hig": 396,
+      "hist": 397,
+      "lay": 398,
+      "mod": 399,
+      "peri": 400,
+      "ro": 401,
+      "rhe": 402,
+      "wid": 403,
+      "##iz": 404,
+      "##ive": 405,
+      "##sical": 406,
+      "##duction": 407,
+      "##ces": 408,
+      "##ates": 409,
+      "##ern": 410,
+      "##ans": 411,
+      "##ites": 412,
+      "##ost": 413,
+      "##ell": 414,
+      "##ort": 415,
+      "##ork": 416,
+      "cratonic": 417,
+      "rec": 418,
+      "sug": 419,
+      "grad": 420,
+      "##ogy": 421,
+      "##ists": 422,
+      "##able": 423,
+      "##osity": 424,
+      "exhib": 425,
+      "processes": 426,
+      "pres": 427,
+      "##eath": 428,
+      "import": 429,
+      "consists": 430,
+      "removal": 431,
+      "viscosity": 432,
+      "into": 433,
+      "north": 434,
+      "mechanism": 435,
+      "beneath": 436,
+      "due": 437,
+      "figure": 438,
+      "high": 439,
+      "history": 440,
+      "layer": 441,
+      "modification": 442,
+      "period": 443,
+      "rheol": 444,
+      "exhibit": 445,
+      "am": 446,
+      "be": 447,
+      "bl": 448,
+      "bec": 449,
+      "col": 450,
+      "chan": 451,
+      "di": 452,
+      "dy": 453,
+      "dep": 454,
+      "east": 455,
+      "heat": 456,
+      "li": 457,
+      "man": 458,
+      "mes": 459,
+      "marg": 460,
+      "oce": 461,
+      "rocks": 462,
+      "sg": 463,
+      "sep": 464,
+      "was": 465,
+      "zon": 466,
+      "zone": 467,
+      "##fic": 468,
+      "##ration": 469,
+      "##ruction": 470,
+      "##mical": 471,
+      "##most": 472,
+      "##ave": 473,
+      "##iev": 474,
+      "##nam": 475,
+      "##lm": 476,
+      "##ho": 477,
+      "##gest": 478,
+      "##und": 479,
+      "##ution": 480,
+      "##by": 481,
+      "##pre": 482,
+      "##qu": 483,
+      "##here": 484,
+      "there": 485,
+      "##ics": 486,
+      "##ass": 487,
+      "refer": 488,
+      "provid": 489,
+      "geod": 490,
+      "##ill": 491,
+      "below": 492,
+      "believ": 493,
+      "mafic": 494,
+      "granite": 495,
+      "str": 496,
+      "##ered": 497,
+      "neoproterozoic": 498,
+      "crustal": 499,
+      "parts": 500,
+      "plum": 501,
+      "destruction": 502,
+      "moho": 503,
+      "sclm": 504,
+      "trans": 505,
+      "##hysical": 506,
+      "##ctively": 507,
+      "studies": 508,
+      "evolution": 509,
+      "general": 510,
+      "terra": 511,
+      "accre": 512,
+      "recent": 513,
+      "suggest": 514,
+      "important": 515,
+      "deple": 516,
+      "lik": 517,
+      "many": 518,
+      "meso": 519,
+      "sgt": 520,
+      "separ": 521,
+      "zones": 522,
+      "thereby": 523,
+      "believed": 524,
+      "plume": 525,
+      "ad": 526,
+      "activ": 527,
+      "bet": 528,
+      "ch": 529,
+      "che": 530,
+      "de": 531,
+      "dat": 532,
+      "det": 533,
+      "dur": 534,
+      "fur": 535,
+      "few": 536,
+      "fac": 537,
+      "gl": 538,
+      "how": 539,
+      "km": 540,
+      "ka": 541,
+      "le": 542,
+      "lab": 543,
+      "loc": 544,
+      "mat": 545,
+      "min": 546,
+      "ov": 547,
+      "rig": 548,
+      "rich": 549,
+      "so": 550,
+      "sh": 551,
+      "smal": 552,
+      "when": 553,
+      "where": 554,
+      "will": 555,
+      "##em": 556,
+      "##een": 557,
+      "##ft": 558,
+      "##fle": 559,
+      "##oy": 560,
+      "##ob": 561,
+      "##mom": 562,
+      "##av": 563,
+      "##au": 564,
+      "##ap": 565,
+      "##act": 566,
+      "##ail": 567,
+      "##agm": 568,
+      "##iv": 569,
+      "##ior": 570,
+      "##ld": 571,
+      "##led": 572,
+      "##sed": 573,
+      "##yp": 574,
+      "##ynam": 575,
+      "##work": 576,
+      "##ween": 577,
+      "##vent": 578,
+      "##gh": 579,
+      "##ci": 580,
+      "##ch": 581,
+      "##can": 582,
+      "##uct": 583,
+      "##kes": 584,
+      "##ph": 585,
+      "##50": 586,
+      "these": 587,
+      "##red": 588,
+      "##espre": 589,
+      "##ities": 590,
+      "##ale": 591,
+      "##nding": 592,
+      "##osed": 593,
+      "##ine": 594,
+      "##ions": 595,
+      "##ional": 596,
+      "##orph": 597,
+      "incre": 598,
+      "cond": 599,
+      "than": 600,
+      "##asom": 601,
+      "rework": 602,
+      "##ous": 603,
+      "##chem": 604,
+      "sur": 605,
+      "##amb": 606,
+      "##amorph": 607,
+      "##iliz": 608,
+      "granites": 609,
+      "stable": 610,
+      "events": 611,
+      "convection": 612,
+      "earl": 613,
+      "south": 614,
+      "##sequ": 615,
+      "continents": 616,
+      "base": 617,
+      "plate": 618,
+      "##erial": 619,
+      "temperatures": 620,
+      "one": 621,
+      "consid": 622,
+      "subduction": 623,
+      "magma": 624,
+      "scale": 625,
+      "upper": 626,
+      "study": 627,
+      "evolved": 628,
+      "keels": 629,
+      "metasom": 630,
+      "metamorph": 631,
+      "thermal": 632,
+      "thermom": 633,
+      "formed": 634,
+      "weaken": 635,
+      "buoy": 636,
+      "density": 637,
+      "root": 638,
+      "widespre": 639,
+      "present": 640,
+      "rheological": 641,
+      "exhibits": 642,
+      "blocks": 643,
+      "dykes": 644,
+      "eastern": 645,
+      "ocean": 646,
+      "referred": 647,
+      "geodynam": 648,
+      "struct": 649,
+      "transfer": 650,
+      "terrains": 651,
+      "depleted": 652,
+      "like": 653,
+      "mesoarchean": 654,
+      "between": 655,
+      "chemical": 656,
+      "data": 657,
+      "during": 658,
+      "further": 659,
+      "glob": 660,
+      "material": 661,
+      "mineral": 662,
+      "rigid": 663,
+      "soft": 664,
+      "small": 665,
+      "##flect": 666,
+      "##ause": 667,
+      "##agmatic": 668,
+      "increas": 669,
+      "##sequent": 670,
+      "thermomagmatic": 671,
+      "widespread": 672,
+      "structure": 673,
+      "37": 674,
+      "active": 675,
+      "amal": 676,
+      "age": 677,
+      "bo": 678,
+      "cl": 679,
+      "cre": 680,
+      "del": 681,
+      "dist": 682,
+      "disc": 683,
+      "ef": 684,
+      "en": 685,
+      "fr": 686,
+      "fi": 687,
+      "fl": 688,
+      "fin": 689,
+      "fund": 690,
+      "has": 691,
+      "have": 692,
+      "kar": 693,
+      "long": 694,
+      "mel": 695,
+      "mass": 696,
+      "nw": 697,
+      "nu": 698,
+      "num": 699,
+      "ou": 700,
+      "phan": 701,
+      "pass": 702,
+      "physical": 703,
+      "res": 704,
+      "rif": 705,
+      "se": 706,
+      "sy": 707,
+      "sw": 708,
+      "sin": 709,
+      "tre": 710,
+      "typ": 711,
+      "used": 712,
+      "vi": 713,
+      "ver": 714,
+      "vol": 715,
+      "war": 716,
+      "wor": 717,
+      "west": 718,
+      "xen": 719,
+      "##eas": 720,
+      "##ectively": 721,
+      "##op": 722,
+      "##other": 723,
+      "##ry": 724,
+      "##rit": 725,
+      "##rad": 726,
+      "##ms": 727,
+      "##mot": 728,
+      "##ain": 729,
+      "##amp": 730,
+      "##ture": 731,
+      "##tered": 732,
+      "##ian": 733,
+      "##ially": 734,
+      "##la": 735,
+      "##les": 736,
+      "##so": 737,
+      "##der": 738,
+      "##dration": 739,
+      "##well": 740,
+      "##val": 741,
+      "##ga": 742,
+      "##gn": 743,
+      "##gam": 744,
+      "##cl": 745,
+      "##cle": 746,
+      "##camb": 747,
+      "##uid": 748,
+      "##ber": 749,
+      "##ple": 750,
+      "##physical": 751,
+      "##posed": 752,
+      "##ond": 753,
+      "##ating": 754,
+      "##atism": 755,
+      "##icating": 756,
+      "##erozoic": 757,
+      "##erved": 758,
+      "##itic": 759,
+      "##itrad": 760,
+      "##ence": 761,
+      "##inn": 762,
+      "##inal": 763,
+      "##inate": 764,
+      "##stem": 765,
+      "##round": 766,
+      "##iths": 767,
+      "##cting": 768,
+      "##eld": 769,
+      "init": 770,
+      "inter": 771,
+      "conduction": 772,
+      "convent": 773,
+      "##ental": 774,
+      "thus": 775,
+      "thinn": 776,
+      "ret": 777,
+      "reg": 778,
+      "rehy": 779,
+      "reflect": 780,
+      "toge": 781,
+      "##ations": 782,
+      "##ational": 783,
+      "##ology": 784,
+      "##oliths": 785,
+      "proterozoic": 786,
+      "promot": 787,
+      "##oup": 788,
+      "##ough": 789,
+      "##idence": 790,
+      "##rich": 791,
+      "areas": 792,
+      "super": 793,
+      "suture": 794,
+      "geother": 795,
+      "geochem": 796,
+      "geophysical": 797,
+      "##own": 798,
+      "##amew": 799,
+      "##aminate": 800,
+      "##amental": 801,
+      "##lying": 802,
+      "##iest": 803,
+      "##ilt": 804,
+      "##omes": 805,
+      "##ads": 806,
+      "##erall": 807,
+      "##istry": 808,
+      "cool": 809,
+      "forces": 810,
+      "##ever": 811,
+      "##abiliz": 812,
+      "evidence": 813,
+      "##urga": 814,
+      "convecting": 815,
+      "continu": 816,
+      "examp": 817,
+      "exposed": 818,
+      "early": 819,
+      "indicating": 820,
+      "##termost": 821,
+      "any": 822,
+      "anci": 823,
+      "another": 824,
+      "prev": 825,
+      "precamb": 826,
+      "basal": 827,
+      "basins": 828,
+      "order": 829,
+      "differen": 830,
+      "removes": 831,
+      "subsequent": 832,
+      "magmatic": 833,
+      "magmatism": 834,
+      "underlying": 835,
+      "along": 836,
+      "altered": 837,
+      "also": 838,
+      "destabiliz": 839,
+      "more": 840,
+      "relat": 841,
+      "releas": 842,
+      "upwell": 843,
+      "viscus": 844,
+      "##rian": 845,
+      "##vided": 846,
+      "compositional": 847,
+      "understanding": 848,
+      "variation": 849,
+      "but": 850,
+      "wide": 851,
+      "grade": 852,
+      "gradu": 853,
+      "mechanisms": 854,
+      "periods": 855,
+      "rheology": 856,
+      "amou": 857,
+      "among": 858,
+      "being": 859,
+      "because": 860,
+      "becomes": 861,
+      "cold": 862,
+      "chang": 863,
+      "changes": 864,
+      "dire": 865,
+      "divided": 866,
+      "margins": 867,
+      "provides": 868,
+      "generally": 869,
+      "accretion": 870,
+      "accreted": 871,
+      "separated": 872,
+      "separates": 873,
+      "activity": 874,
+      "chitrad": 875,
+      "detail": 876,
+      "facies": 877,
+      "however": 878,
+      "kaap": 879,
+      "leads": 880,
+      "overall": 881,
+      "shown": 882,
+      "whereas": 883,
+      "##ively": 884,
+      "condu": 885,
+      "reworking": 886,
+      "surround": 887,
+      "earliest": 888,
+      "consider": 889,
+      "metasomatic": 890,
+      "metamorphism": 891,
+      "weakening": 892,
+      "buoyant": 893,
+      "oceanic": 894,
+      "geodynamic": 895,
+      "transfers": 896,
+      "globe": 897,
+      "mineralogical": 898,
+      "increases": 899,
+      "amalgam": 900,
+      "both": 901,
+      "delaminate": 902,
+      "eff": 903,
+      "framew": 904,
+      "fluid": 905,
+      "finally": 906,
+      "fundamental": 907,
+      "massif": 908,
+      "nucle": 909,
+      "outermost": 910,
+      "phanerozoic": 911,
+      "passive": 912,
+      "seism": 913,
+      "system": 914,
+      "trending": 915,
+      "view": 916,
+      "volcan": 917,
+      "world": 918,
+      "western": 919,
+      "xenoliths": 920,
+      "conventional": 921,
+      "rehydration": 922,
+      "together": 923,
+      "geochemistry": 924,
+      "ancient": 925,
+      "precambrian": 926,
+      "destabilizing": 927,
+      "released": 928,
+      "upwelling": 929,
+      "chitradurga": 930,
+      "kaapval": 931,
+      "framework": 932,
+      "fluids": 933,
+      "13": 934,
+      "250": 935,
+      "35": 936,
+      "350": 937,
+      "40": 938,
+      "56": 939,
+      "550": 940,
+      "60": 941,
+      "af": 942,
+      "aw": 943,
+      "ab": 944,
+      "act": 945,
+      "amp": 946,
+      "ages": 947,
+      "bh": 948,
+      "bar": 949,
+      "bro": 950,
+      "bab": 951,
+      "bhi": 952,
+      "brit": 953,
+      "cal": 954,
+      "cam": 955,
+      "char": 956,
+      "cud": 957,
+      "cause": 958,
+      "coup": 959,
+      "des": 960,
+      "dis": 961,
+      "dev": 962,
+      "deri": 963,
+      "dri": 964,
+      "dim": 965,
+      "et": 966,
+      "ep": 967,
+      "emp": 968,
+      "eac": 969,
+      "ecl": 970,
+      "fe": 971,
+      "fo": 972,
+      "fol": 973,
+      "fast": 974,
+      "fact": 975,
+      "go": 976,
+      "gn": 977,
+      "gh": 978,
+      "gas": 979,
+      "hy": 980,
+      "hyp": 981,
+      "id": 982,
+      "kal": 983,
+      "kil": 984,
+      "kom": 985,
+      "kim": 986,
+      "kamb": 987,
+      "lat": 988,
+      "lid": 989,
+      "lim": 990,
+      "larg": 991,
+      "line": 992,
+      "mw": 993,
+      "mar": 994,
+      "mos": 995,
+      "med": 996,
+      "mid": 997,
+      "mad": 998,
+      "mig": 999,
+      "mov": 1000,
+      "most": 1001,
+      "non": 1002,
+      "not": 1003,
+      "new": 1004,
+      "ol": 1005,
+      "os": 1006,
+      "oc": 1007,
+      "ob": 1008,
+      "oro": 1009,
+      "our": 1010,
+      "oper": 1011,
+      "old": 1012,
+      "pr": 1013,
+      "pu": 1014,
+      "per": 1015,
+      "pal": 1016,
+      "peo": 1017,
+      "pow": 1018,
+      "pod": 1019,
+      "phy": 1020,
+      "position": 1021,
+      "past": 1022,
+      "pain": 1023,
+      "ran": 1024,
+      "red": 1025,
+      "ris": 1026,
+      "rid": 1027,
+      "sl": 1028,
+      "sil": 1029,
+      "sig": 1030,
+      "sec": 1031,
+      "shi": 1032,
+      "sim": 1033,
+      "sarg": 1034,
+      "schem": 1035,
+      "tw": 1036,
+      "ton": 1037,
+      "tan": 1038,
+      "tens": 1039,
+      "tim": 1040,
+      "table": 1041,
+      "trich": 1042,
+      "tilt": 1043,
+      "vel": 1044,
+      "wy": 1045,
+      "wat": 1046,
+      "wit": 1047,
+      "were": 1048,
+      "way": 1049,
+      "well": 1050,
+      "wave": 1051,
+      "yil": 1052,
+      "##eg": 1053,
+      "##eed": 1054,
+      "##ect": 1055,
+      "##eis": 1056,
+      "##ecton": 1057,
+      "##equ": 1058,
+      "##fa": 1059,
+      "##for": 1060,
+      "##fra": 1061,
+      "##filt": 1062,
+      "##ove": 1063,
+      "##othe": 1064,
+      "##ots": 1065,
+      "##ron": 1066,
+      "##ran": 1067,
+      "##rst": 1068,
+      "##raton": 1069,
+      "##rce": 1070,
+      "##rins": 1071,
+      "##rates": 1072,
+      "##ma": 1073,
+      "##mb": 1074,
+      "##mer": 1075,
+      "##min": 1076,
+      "##ment": 1077,
+      "##mation": 1078,
+      "##ments": 1079,
+      "##ah": 1080,
+      "##aic": 1081,
+      "##ains": 1082,
+      "##ti": 1083,
+      "##tic": 1084,
+      "##tin": 1085,
+      "##tle": 1086,
+      "##tical": 1087,
+      "##tens": 1088,
+      "##tac": 1089,
+      "##tiliz": 1090,
+      "##tational": 1091,
+      "##tecton": 1092,
+      "##ip": 1093,
+      "##ier": 1094,
+      "##ied": 1095,
+      "##iation": 1096,
+      "##ium": 1097,
+      "##ients": 1098,
+      "##iated": 1099,
+      "##iates": 1100,
+      "##iitic": 1101,
+      "##nif": 1102,
+      "##nts": 1103,
+      "##not": 1104,
+      "##lin": 1105,
+      "##lis": 1106,
+      "##lant": 1107,
+      "##low": 1108,
+      "##lite": 1109,
+      "##lication": 1110,
+      "##lac": 1111,
+      "##land": 1112,
+      "##lim": 1113,
+      "##lian": 1114,
+      "##ses": 1115,
+      "##sis": 1116,
+      "##sol": 1117,
+      "##soc": 1118,
+      "##sics": 1119,
+      "##ssed": 1120,
+      "##served": 1121,
+      "##dd": 1122,
+      "##dit": 1123,
+      "##dro": 1124,
+      "##dap": 1125,
+      "##hj": 1126,
+      "##ys": 1127,
+      "##yc": 1128,
+      "##yar": 1129,
+      "##vic": 1130,
+      "##ver": 1131,
+      "##van": 1132,
+      "##ves": 1133,
+      "##ven": 1134,
+      "##gi": 1135,
+      "##gre": 1136,
+      "##gar": 1137,
+      "##gen": 1138,
+      "##gered": 1139,
+      "##cy": 1140,
+      "##ced": 1141,
+      "##cis": 1142,
+      "##ccess": 1143,
+      "##cur": 1144,
+      "##cum": 1145,
+      "##cri": 1146,
+      "##crit": 1147,
+      "##uric": 1148,
+      "##uity": 1149,
+      "##uces": 1150,
+      "##ugh": 1151,
+      "##utational": 1152,
+      "##kal": 1153,
+      "##zan": 1154,
+      "##zation": 1155,
+      "##be": 1156,
+      "##bed": 1157,
+      "##blication": 1158,
+      "##por": 1159,
+      "##pectively": 1160,
+      "##00": 1161,
+      "##jor": 1162,
+      "##onents": 1163,
+      "##ontin": 1164,
+      "then": 1165,
+      "they": 1166,
+      "##reas": 1167,
+      "##regn": 1168,
+      "##relian": 1169,
+      "##rever": 1170,
+      "##ats": 1171,
+      "##atical": 1172,
+      "##ately": 1173,
+      "##atiz": 1174,
+      "##atiitic": 1175,
+      "##ica": 1176,
+      "##icant": 1177,
+      "##ers": 1178,
+      "##erist": 1179,
+      "##erate": 1180,
+      "##erous": 1181,
+      "##ermin": 1182,
+      "##erves": 1183,
+      "##ani": 1184,
+      "##ance": 1185,
+      "##ancy": 1186,
+      "##esy": 1187,
+      "##ition": 1188,
+      "##itates": 1189,
+      "##itational": 1190,
+      "##alite": 1191,
+      "##allow": 1192,
+      "##ose": 1193,
+      "##osep": 1194,
+      "##enrich": 1195,
+      "##ina": 1196,
+      "##ined": 1197,
+      "##inct": 1198,
+      "##inci": 1199,
+      "##sts": 1200,
+      "##stab": 1201,
+      "##stra": 1202,
+      "##stell": 1203,
+      "##roved": 1204,
+      "##roys": 1205,
+      "##rovic": 1206,
+      "##cted": 1207,
+      "##ctory": 1208,
+      "##elop": 1209,
+      "##ors": 1210,
+      "##org": 1211,
+      "##orth": 1212,
+      "infer": 1213,
+      "incl": 1214,
+      "infilt": 1215,
+      "incis": 1216,
+      "instab": 1217,
+      "lithology": 1218,
+      "consequent": 1219,
+      "constra": 1220,
+      "isot": 1221,
+      "island": 1222,
+      "##ented": 1223,
+      "##entif": 1224,
+      "though": 1225,
+      "those": 1226,
+      "##eous": 1227,
+      "##eoproterozoic": 1228,
+      "##assical": 1229,
+      "##isod": 1230,
+      "##inges": 1231,
+      "refra": 1232,
+      "reenrich": 1233,
+      "tool": 1234,
+      "##olite": 1235,
+      "##ological": 1236,
+      "probe": 1237,
+      "##idot": 1238,
+      "##idus": 1239,
+      "##rican": 1240,
+      "##chemical": 1241,
+      "such": 1242,
+      "sudd": 1243,
+      "success": 1244,
+      "grav": 1245,
+      "geoch": 1246,
+      "geotecton": 1247,
+      "geochemical": 1248,
+      "##ogites": 1249,
+      "##ilar": 1250,
+      "##ilities": 1251,
+      "##ilitates": 1252,
+      "belt": 1253,
+      "##ety": 1254,
+      "##etic": 1255,
+      "##etot": 1256,
+      "##eters": 1257,
+      "##oming": 1258,
+      "##ometers": 1259,
+      "##ada": 1260,
+      "##ades": 1261,
+      "##adgi": 1262,
+      "##adition": 1263,
+      "##iginal": 1264,
+      "##iggered": 1265,
+      "content": 1266,
+      "contra": 1267,
+      "contact": 1268,
+      "core": 1269,
+      "cohere": 1270,
+      "coorg": 1271,
+      "magn": 1272,
+      "major": 1273,
+      "granod": 1274,
+      "##abud": 1275,
+      "asce": 1276,
+      "asse": 1277,
+      "assoc": 1278,
+      "even": 1279,
+      "##ocities": 1280,
+      "##hanced": 1281,
+      "##osites": 1282,
+      "convectively": 1283,
+      "exot": 1284,
+      "expre": 1285,
+      "extens": 1286,
+      "indication": 1287,
+      "indian": 1288,
+      "indeed": 1289,
+      "##ensation": 1290,
+      "##ensch": 1291,
+      "##ensions": 1292,
+      "asthenospheri": 1293,
+      "source": 1294,
+      "##sected": 1295,
+      "##ward": 1296,
+      "anorth": 1297,
+      "prevent": 1298,
+      "##udes": 1299,
+      "composed": 1300,
+      "complim": 1301,
+      "computational": 1302,
+      "components": 1303,
+      "atlant": 1304,
+      "basin": 1305,
+      "based": 1306,
+      "greensch": 1307,
+      "original": 1308,
+      "play": 1309,
+      "plac": 1310,
+      "##ntly": 1311,
+      "##hip": 1312,
+      "##ulation": 1313,
+      "##ults": 1314,
+      "impregn": 1315,
+      "improved": 1316,
+      "impinges": 1317,
+      "only": 1318,
+      "##nessed": 1319,
+      "removed": 1320,
+      "subsol": 1321,
+      "geology": 1322,
+      "tectono": 1323,
+      "magmas": 1324,
+      "partially": 1325,
+      "alkal": 1326,
+      "destroys": 1327,
+      "moyar": 1328,
+      "others": 1329,
+      "relate": 1330,
+      "related": 1331,
+      "relations": 1332,
+      "trond": 1333,
+      "tradition": 1334,
+      "triggered": 1335,
+      "upward": 1336,
+      "varies": 1337,
+      "integ": 1338,
+      "intrins": 1339,
+      "granulites": 1340,
+      "lowermost": 1341,
+      "differentiation": 1342,
+      "tectonics": 1343,
+      "generate": 1344,
+      "genetic": 1345,
+      "northern": 1346,
+      "terran": 1347,
+      "terti": 1348,
+      "##rier": 1349,
+      "##gests": 1350,
+      "forms": 1351,
+      "compositionally": 1352,
+      "##hibolite": 1353,
+      "weaker": 1354,
+      "weakens": 1355,
+      "variant": 1356,
+      "variable": 1357,
+      "various": 1358,
+      "variety": 1359,
+      "mechanical": 1360,
+      "accum": 1361,
+      "cannot": 1362,
+      "canada": 1363,
+      "deccan": 1364,
+      "decoup": 1365,
+      "decraton": 1366,
+      "decreas": 1367,
+      "decades": 1368,
+      "denser": 1369,
+      "densification": 1370,
+      "role": 1371,
+      "roots": 1372,
+      "##ization": 1373,
+      "##elluric": 1374,
+      "recyc": 1375,
+      "suggests": 1376,
+      "gradients": 1377,
+      "preserved": 1378,
+      "preserves": 1379,
+      "importance": 1380,
+      "highly": 1381,
+      "exhibited": 1382,
+      "block": 1383,
+      "colla": 1384,
+      "collis": 1385,
+      "dynam": 1386,
+      "margin": 1387,
+      "marginal": 1388,
+      "oceans": 1389,
+      "refertiliz": 1390,
+      "provide": 1391,
+      "provided": 1392,
+      "geodesy": 1393,
+      "##illation": 1394,
+      "strong": 1395,
+      "mohorovic": 1396,
+      "transpor": 1397,
+      "terrain": 1398,
+      "suggested": 1399,
+      "depletion": 1400,
+      "likely": 1401,
+      "mesoproterozoic": 1402,
+      "adequ": 1403,
+      "addit": 1404,
+      "advan": 1405,
+      "activities": 1406,
+      "china": 1407,
+      "deflect": 1408,
+      "defor": 1409,
+      "degre": 1410,
+      "determin": 1411,
+      "facilitates": 1412,
+      "karelian": 1413,
+      "leave": 1414,
+      "local": 1415,
+      "located": 1416,
+      "locations": 1417,
+      "over": 1418,
+      "shallow": 1419,
+      "##emite": 1420,
+      "##avu": 1421,
+      "##avani": 1422,
+      "##acterist": 1423,
+      "##ails": 1424,
+      "##ivine": 1425,
+      "##iorite": 1426,
+      "condensation": 1427,
+      "reworked": 1428,
+      "surfa": 1429,
+      "earlier": 1430,
+      "considered": 1431,
+      "uppermost": 1432,
+      "metasomatiz": 1433,
+      "metamorphic": 1434,
+      "buoyancy": 1435,
+      "presented": 1436,
+      "geodynamics": 1437,
+      "chemically": 1438,
+      "global": 1439,
+      "softens": 1440,
+      "increase": 1441,
+      "closep": 1442,
+      "classical": 1443,
+      "creep": 1444,
+      "cretac": 1445,
+      "distinct": 1446,
+      "distillation": 1447,
+      "discip": 1448,
+      "discontin": 1449,
+      "enough": 1450,
+      "enhanced": 1451,
+      "field": 1452,
+      "first": 1453,
+      "karur": 1454,
+      "karwar": 1455,
+      "melt": 1456,
+      "melts": 1457,
+      "number": 1458,
+      "numerous": 1459,
+      "respectively": 1460,
+      "results": 1461,
+      "rift": 1462,
+      "rifts": 1463,
+      "sink": 1464,
+      "since": 1465,
+      "types": 1466,
+      "typical": 1467,
+      "very": 1468,
+      "vertical": 1469,
+      "warms": 1470,
+      "warmer": 1471,
+      "##ope": 1472,
+      "##ained": 1473,
+      "##lages": 1474,
+      "##berlite": 1475,
+      "##ondary": 1476,
+      "initially": 1477,
+      "initiates": 1478,
+      "interior": 1479,
+      "interstell": 1480,
+      "thinner": 1481,
+      "thinning": 1482,
+      "retains": 1483,
+      "retained": 1484,
+      "region": 1485,
+      "regions": 1486,
+      "reflects": 1487,
+      "promote": 1488,
+      "promotes": 1489,
+      "superior": 1490,
+      "supercrit": 1491,
+      "sutured": 1492,
+      "geothermal": 1493,
+      "geotherms": 1494,
+      "continuation": 1495,
+      "continuous": 1496,
+      "example": 1497,
+      "examples": 1498,
+      "prevents": 1499,
+      "prevails": 1500,
+      "basalts": 1501,
+      "basaltic": 1502,
+      "difference": 1503,
+      "differences": 1504,
+      "relative": 1505,
+      "relatively": 1506,
+      "gradual": 1507,
+      "gradually": 1508,
+      "amount": 1509,
+      "amounts": 1510,
+      "changed": 1511,
+      "changing": 1512,
+      "direct": 1513,
+      "direction": 1514,
+      "details": 1515,
+      "detailed": 1516,
+      "conductive": 1517,
+      "conductively": 1518,
+      "surrounded": 1519,
+      "surrounding": 1520,
+      "amalgamation": 1521,
+      "amalgamated": 1522,
+      "effectively": 1523,
+      "effect": 1524,
+      "massifs": 1525,
+      "nuclei": 1526,
+      "nucleus": 1527,
+      "seismic": 1528,
+      "seismology": 1529,
+      "volcanism": 1530,
+      "volcanics": 1531,
+      "1300": 1532,
+      "african": 1533,
+      "away": 1534,
+      "above": 1535,
+      "amphibolite": 1536,
+      "bhavani": 1537,
+      "barrier": 1538,
+      "brough": 1539,
+      "bababud": 1540,
+      "bhima": 1541,
+      "brittle": 1542,
+      "called": 1543,
+      "came": 1544,
+      "characterist": 1545,
+      "cuddap": 1546,
+      "coupled": 1547,
+      "descri": 1548,
+      "dissected": 1549,
+      "develop": 1550,
+      "derived": 1551,
+      "driven": 1552,
+      "dimensions": 1553,
+      "etc": 1554,
+      "episod": 1555,
+      "emplac": 1556,
+      "each": 1557,
+      "eclogites": 1558,
+      "forever": 1559,
+      "fold": 1560,
+      "factors": 1561,
+      "good": 1562,
+      "gneis": 1563,
+      "ghats": 1564,
+      "hydro": 1565,
+      "hypothe": 1566,
+      "identif": 1567,
+      "kaladgi": 1568,
+      "kilometers": 1569,
+      "komatiitic": 1570,
+      "kimberlite": 1571,
+      "kambam": 1572,
+      "lateral": 1573,
+      "limit": 1574,
+      "largest": 1575,
+      "linear": 1576,
+      "mwm": 1577,
+      "mark": 1578,
+      "mosaic": 1579,
+      "medium": 1580,
+      "made": 1581,
+      "migration": 1582,
+      "moves": 1583,
+      "olivine": 1584,
+      "occur": 1585,
+      "observed": 1586,
+      "orogen": 1587,
+      "operation": 1588,
+      "oldest": 1589,
+      "princi": 1590,
+      "publication": 1591,
+      "peridot": 1592,
+      "paleoproterozoic": 1593,
+      "people": 1594,
+      "power": 1595,
+      "pods": 1596,
+      "physics": 1597,
+      "painavu": 1598,
+      "range": 1599,
+      "reduces": 1600,
+      "rising": 1601,
+      "ridges": 1602,
+      "slab": 1603,
+      "silica": 1604,
+      "signif": 1605,
+      "secondary": 1606,
+      "shield": 1607,
+      "similar": 1608,
+      "sargur": 1609,
+      "schematical": 1610,
+      "two": 1611,
+      "tonalite": 1612,
+      "tanzan": 1613,
+      "time": 1614,
+      "trichur": 1615,
+      "tilting": 1616,
+      "velocities": 1617,
+      "wyoming": 1618,
+      "water": 1619,
+      "witnessed": 1620,
+      "yilgar": 1621,
+      "##ronological": 1622,
+      "##mblages": 1623,
+      "##lines": 1624,
+      "##hjemite": 1625,
+      "includes": 1626,
+      "infiltration": 1627,
+      "incisive": 1628,
+      "instabilities": 1629,
+      "consequently": 1630,
+      "constrained": 1631,
+      "isotope": 1632,
+      "refractory": 1633,
+      "reenrichment": 1634,
+      "tools": 1635,
+      "sudden": 1636,
+      "successively": 1637,
+      "gravitational": 1638,
+      "geochronological": 1639,
+      "geotectonic": 1640,
+      "##etotelluric": 1641,
+      "contrasts": 1642,
+      "coherently": 1643,
+      "magnetotelluric": 1644,
+      "granodiorite": 1645,
+      "ascending": 1646,
+      "assemblages": 1647,
+      "associated": 1648,
+      "exotic": 1649,
+      "expressed": 1650,
+      "extensive": 1651,
+      "asthenospherization": 1652,
+      "anorthosites": 1653,
+      "preventing": 1654,
+      "complimented": 1655,
+      "atlantic": 1656,
+      "greenschist": 1657,
+      "plays": 1658,
+      "places": 1659,
+      "impregnation": 1660,
+      "subsolidus": 1661,
+      "alkaline": 1662,
+      "relationship": 1663,
+      "trondhjemite": 1664,
+      "traditionally": 1665,
+      "integrates": 1666,
+      "intrinsic": 1667,
+      "terranes": 1668,
+      "tertiary": 1669,
+      "accumulation": 1670,
+      "decouples": 1671,
+      "decratonization": 1672,
+      "decrease": 1673,
+      "recycled": 1674,
+      "collage": 1675,
+      "collisional": 1676,
+      "dynamic": 1677,
+      "refertilization": 1678,
+      "mohorovicic": 1679,
+      "transported": 1680,
+      "adequately": 1681,
+      "additions": 1682,
+      "advances": 1683,
+      "deflected": 1684,
+      "deformation": 1685,
+      "degree": 1686,
+      "determining": 1687,
+      "shallows": 1688,
+      "surface": 1689,
+      "metasomatized": 1690,
+      "closepet": 1691,
+      "cretaceous": 1692,
+      "distinctly": 1693,
+      "disciplines": 1694,
+      "discontinuity": 1695,
+      "fields": 1696,
+      "interstellar": 1697,
+      "supercritical": 1698,
+      "brought": 1699,
+      "bababudan": 1700,
+      "characteristics": 1701,
+      "cuddapah": 1702,
+      "described": 1703,
+      "developments": 1704,
+      "episodes": 1705,
+      "emplaced": 1706,
+      "gneisses": 1707,
+      "hydrous": 1708,
+      "hypothesis": 1709,
+      "identified": 1710,
+      "occurs": 1711,
+      "orogenic": 1712,
+      "principle": 1713,
+      "publications": 1714,
+      "peridotitic": 1715,
+      "significant": 1716,
+      "schematically": 1717,
+      "tanzania": 1718,
+      "yilgaran": 1719,
+      "magnetotellurics": 1720
+    }
+  }
+}

tokenizer_config.json

@@ -0,0 +1,15 @@
+{
+  "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "name_or_path": "botryan96/GeoBERT",
+  "never_split": null,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "special_tokens_map_file": null,
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}

vocab.txt

@@ -0,0 +1,1721 @@
+[PAD]
+[UNK]
+[CLS]
+[SEP]
+[MASK]
+'
+(
+,
+-
+.
+0
+1
+2
+3
+4
+5
+6
+7
+8
+a
+b
+c
+d
+e
+f
+g
+h
+i
+j
+k
+l
+m
+n
+o
+p
+q
+r
+s
+t
+u
+v
+w
+x
+y
+z
+–
+##e
+##f
+##o
+##r
+##m
+##a
+##t
+##i
+##n
+##l
+##s
+##d
+##h
+##y
+##w
+##v
+##g
+##c
+##u
+##k
+##z
+##b
+##p
+##x
+##5
+##0
+##3
+##j
+##7
+##q
+##6
+##he
+##on
+the
+##re
+##at
+##ic
+##er
+##an
+##es
+##it
+of
+##al
+##ar
+##nd
+##os
+##en
+##in
+##ion
+##st
+##ed
+and
+##ro
+##phe
+##ith
+##osphe
+##ct
+##el
+##or
+cr
+in
+lith
+con
+lithosphe
+is
+##le
+##ent
+th
+##eo
+##as
+##aton
+##is
+craton
+##ve
+##ing
+re
+to
+##mp
+##ation
+##ant
+##ol
+it
+pro
+##ical
+##ou
+##id
+##ric
+##the
+lithosphere
+are
+##che
+##ther
+su
+gr
+geo
+mant
+##ow
+##if
+##ess
+lithospheric
+mantle
+by
+##am
+##ly
+##chean
+fro
+##og
+##ts
+##ies
+##ure
+from
+##th
+##il
+bel
+te
+##et
+##om
+##ad
+##ig
+##eral
+##cti
+##ec
+##ist
+cont
+co
+for
+ma
+##hen
+##est
+##ite
+gran
+st
+##ev
+##ere
+##od
+##ab
+as
+ev
+neo
+##oc
+##han
+##cess
+##ur
+##ust
+##per
+##ate
+##ich
+##osit
+##ction
+crust
+conve
+that
+##ogical
+contin
+ast
+ex
+ear
+ind
+par
+##ter
+##dc
+##ce
+##one
+##archean
+##ens
+##ism
+process
+##henosphe
+asthenosphe
+sou
+##ot
+##se
+##war
+##gm
+cratons
+continent
+asthenosphere
+an
+low
+pre
+wh
+##ep
+##oz
+##oic
+##har
+##ud
+##ick
+thick
+##ctive
+comp
+which
+##ozoic
+at
+bas
+dif
+dhar
+er
+gre
+or
+pl
+with
+##eat
+##fere
+##ov
+##mal
+##nt
+##hi
+##ul
+##uction
+##ature
+##eri
+##erature
+##osion
+##ins
+##cton
+##isc
+##mperature
+temperature
+neoarchean
+differe
+dharwar
+erosion
+ar
+imp
+on
+und
+we
+##ew
+##fer
+##mov
+##ay
+##ia
+##ness
+##um
+##us
+##ication
+##ary
+##enst
+##ely
+cons
+remov
+##thern
+sub
+geol
+belts
+tecton
+magm
+##ock
+part
+##terozoic
+greenst
+archean
+under
+greenstone
+al
+dest
+ga
+ke
+mo
+other
+rel
+sc
+sev
+tr
+up
+var
+visc
+wdc
+##ra
+##ac
+##tion
+##ties
+##hy
+##ved
+##cre
+##ong
+##atic
+##and
+##ally
+int
+##ents
+proper
+##ctiv
+granul
+stud
+evol
+##osition
+convective
+earth
+india
+southern
+continental
+lower
+thickness
+different
+geological
+tectonic
+##ocks
+keel
+several
+properties
+bou
+gen
+late
+met
+mec
+nor
+she
+som
+ter
+##ri
+##ak
+##ast
+##ted
+##im
+##vid
+##ge
+##ges
+##pro
+ther
+##ated
+##ity
+##arg
+##ndary
+##stand
+##ory
+this
+its
+##ification
+form
+composition
+##hib
+weak
+understand
+vari
+granulite
+boundary
+mechan
+shear
+some
+##proterozoic
+ac
+bu
+ben
+can
+du
+dec
+dens
+edc
+fig
+hig
+hist
+lay
+mod
+peri
+ro
+rhe
+wid
+##iz
+##ive
+##sical
+##duction
+##ces
+##ates
+##ern
+##ans
+##ites
+##ost
+##ell
+##ort
+##ork
+cratonic
+rec
+sug
+grad
+##ogy
+##ists
+##able
+##osity
+exhib
+processes
+pres
+##eath
+import
+consists
+removal
+viscosity
+into
+north
+mechanism
+beneath
+due
+figure
+high
+history
+layer
+modification
+period
+rheol
+exhibit
+am
+be
+bl
+bec
+col
+chan
+di
+dy
+dep
+east
+heat
+li
+man
+mes
+marg
+oce
+rocks
+sg
+sep
+was
+zon
+zone
+##fic
+##ration
+##ruction
+##mical
+##most
+##ave
+##iev
+##nam
+##lm
+##ho
+##gest
+##und
+##ution
+##by
+##pre
+##qu
+##here
+there
+##ics
+##ass
+refer
+provid
+geod
+##ill
+below
+believ
+mafic
+granite
+str
+##ered
+neoproterozoic
+crustal
+parts
+plum
+destruction
+moho
+sclm
+trans
+##hysical
+##ctively
+studies
+evolution
+general
+terra
+accre
+recent
+suggest
+important
+deple
+lik
+many
+meso
+sgt
+separ
+zones
+thereby
+believed
+plume
+ad
+activ
+bet
+ch
+che
+de
+dat
+det
+dur
+fur
+few
+fac
+gl
+how
+km
+ka
+le
+lab
+loc
+mat
+min
+ov
+rig
+rich
+so
+sh
+smal
+when
+where
+will
+##em
+##een
+##ft
+##fle
+##oy
+##ob
+##mom
+##av
+##au
+##ap
+##act
+##ail
+##agm
+##iv
+##ior
+##ld
+##led
+##sed
+##yp
+##ynam
+##work
+##ween
+##vent
+##gh
+##ci
+##ch
+##can
+##uct
+##kes
+##ph
+##50
+these
+##red
+##espre
+##ities
+##ale
+##nding
+##osed
+##ine
+##ions
+##ional
+##orph
+incre
+cond
+than
+##asom
+rework
+##ous
+##chem
+sur
+##amb
+##amorph
+##iliz
+granites
+stable
+events
+convection
+earl
+south
+##sequ
+continents
+base
+plate
+##erial
+temperatures
+one
+consid
+subduction
+magma
+scale
+upper
+study
+evolved
+keels
+metasom
+metamorph
+thermal
+thermom
+formed
+weaken
+buoy
+density
+root
+widespre
+present
+rheological
+exhibits
+blocks
+dykes
+eastern
+ocean
+referred
+geodynam
+struct
+transfer
+terrains
+depleted
+like
+mesoarchean
+between
+chemical
+data
+during
+further
+glob
+material
+mineral
+rigid
+soft
+small
+##flect
+##ause
+##agmatic
+increas
+##sequent
+thermomagmatic
+widespread
+structure
+37
+active
+amal
+age
+bo
+cl
+cre
+del
+dist
+disc
+ef
+en
+fr
+fi
+fl
+fin
+fund
+has
+have
+kar
+long
+mel
+mass
+nw
+nu
+num
+ou
+phan
+pass
+physical
+res
+rif
+se
+sy
+sw
+sin
+tre
+typ
+used
+vi
+ver
+vol
+war
+wor
+west
+xen
+##eas
+##ectively
+##op
+##other
+##ry
+##rit
+##rad
+##ms
+##mot
+##ain
+##amp
+##ture
+##tered
+##ian
+##ially
+##la
+##les
+##so
+##der
+##dration
+##well
+##val
+##ga
+##gn
+##gam
+##cl
+##cle
+##camb
+##uid
+##ber
+##ple
+##physical
+##posed
+##ond
+##ating
+##atism
+##icating
+##erozoic
+##erved
+##itic
+##itrad
+##ence
+##inn
+##inal
+##inate
+##stem
+##round
+##iths
+##cting
+##eld
+init
+inter
+conduction
+convent
+##ental
+thus
+thinn
+ret
+reg
+rehy
+reflect
+toge
+##ations
+##ational
+##ology
+##oliths
+proterozoic
+promot
+##oup
+##ough
+##idence
+##rich
+areas
+super
+suture
+geother
+geochem
+geophysical
+##own
+##amew
+##aminate
+##amental
+##lying
+##iest
+##ilt
+##omes
+##ads
+##erall
+##istry
+cool
+forces
+##ever
+##abiliz
+evidence
+##urga
+convecting
+continu
+examp
+exposed
+early
+indicating
+##termost
+any
+anci
+another
+prev
+precamb
+basal
+basins
+order
+differen
+removes
+subsequent
+magmatic
+magmatism
+underlying
+along
+altered
+also
+destabiliz
+more
+relat
+releas
+upwell
+viscus
+##rian
+##vided
+compositional
+understanding
+variation
+but
+wide
+grade
+gradu
+mechanisms
+periods
+rheology
+amou
+among
+being
+because
+becomes
+cold
+chang
+changes
+dire
+divided
+margins
+provides
+generally
+accretion
+accreted
+separated
+separates
+activity
+chitrad
+detail
+facies
+however
+kaap
+leads
+overall
+shown
+whereas
+##ively
+condu
+reworking
+surround
+earliest
+consider
+metasomatic
+metamorphism
+weakening
+buoyant
+oceanic
+geodynamic
+transfers
+globe
+mineralogical
+increases
+amalgam
+both
+delaminate
+eff
+framew
+fluid
+finally
+fundamental
+massif
+nucle
+outermost
+phanerozoic
+passive
+seism
+system
+trending
+view
+volcan
+world
+western
+xenoliths
+conventional
+rehydration
+together
+geochemistry
+ancient
+precambrian
+destabilizing
+released
+upwelling
+chitradurga
+kaapval
+framework
+fluids
+13
+250
+35
+350
+40
+56
+550
+60
+af
+aw
+ab
+act
+amp
+ages
+bh
+bar
+bro
+bab
+bhi
+brit
+cal
+cam
+char
+cud
+cause
+coup
+des
+dis
+dev
+deri
+dri
+dim
+et
+ep
+emp
+eac
+ecl
+fe
+fo
+fol
+fast
+fact
+go
+gn
+gh
+gas
+hy
+hyp
+id
+kal
+kil
+kom
+kim
+kamb
+lat
+lid
+lim
+larg
+line
+mw
+mar
+mos
+med
+mid
+mad
+mig
+mov
+most
+non
+not
+new
+ol
+os
+oc
+ob
+oro
+our
+oper
+old
+pr
+pu
+per
+pal
+peo
+pow
+pod
+phy
+position
+past
+pain
+ran
+red
+ris
+rid
+sl
+sil
+sig
+sec
+shi
+sim
+sarg
+schem
+tw
+ton
+tan
+tens
+tim
+table
+trich
+tilt
+vel
+wy
+wat
+wit
+were
+way
+well
+wave
+yil
+##eg
+##eed
+##ect
+##eis
+##ecton
+##equ
+##fa
+##for
+##fra
+##filt
+##ove
+##othe
+##ots
+##ron
+##ran
+##rst
+##raton
+##rce
+##rins
+##rates
+##ma
+##mb
+##mer
+##min
+##ment
+##mation
+##ments
+##ah
+##aic
+##ains
+##ti
+##tic
+##tin
+##tle
+##tical
+##tens
+##tac
+##tiliz
+##tational
+##tecton
+##ip
+##ier
+##ied
+##iation
+##ium
+##ients
+##iated
+##iates
+##iitic
+##nif
+##nts
+##not
+##lin
+##lis
+##lant
+##low
+##lite
+##lication
+##lac
+##land
+##lim
+##lian
+##ses
+##sis
+##sol
+##soc
+##sics
+##ssed
+##served
+##dd
+##dit
+##dro
+##dap
+##hj
+##ys
+##yc
+##yar
+##vic
+##ver
+##van
+##ves
+##ven
+##gi
+##gre
+##gar
+##gen
+##gered
+##cy
+##ced
+##cis
+##ccess
+##cur
+##cum
+##cri
+##crit
+##uric
+##uity
+##uces
+##ugh
+##utational
+##kal
+##zan
+##zation
+##be
+##bed
+##blication
+##por
+##pectively
+##00
+##jor
+##onents
+##ontin
+then
+they
+##reas
+##regn
+##relian
+##rever
+##ats
+##atical
+##ately
+##atiz
+##atiitic
+##ica
+##icant
+##ers
+##erist
+##erate
+##erous
+##ermin
+##erves
+##ani
+##ance
+##ancy
+##esy
+##ition
+##itates
+##itational
+##alite
+##allow
+##ose
+##osep
+##enrich
+##ina
+##ined
+##inct
+##inci
+##sts
+##stab
+##stra
+##stell
+##roved
+##roys
+##rovic
+##cted
+##ctory
+##elop
+##ors
+##org
+##orth
+infer
+incl
+infilt
+incis
+instab
+lithology
+consequent
+constra
+isot
+island
+##ented
+##entif
+though
+those
+##eous
+##eoproterozoic
+##assical
+##isod
+##inges
+refra
+reenrich
+tool
+##olite
+##ological
+probe
+##idot
+##idus
+##rican
+##chemical
+such
+sudd
+success
+grav
+geoch
+geotecton
+geochemical
+##ogites
+##ilar
+##ilities
+##ilitates
+belt
+##ety
+##etic
+##etot
+##eters
+##oming
+##ometers
+##ada
+##ades
+##adgi
+##adition
+##iginal
+##iggered
+content
+contra
+contact
+core
+cohere
+coorg
+magn
+major
+granod
+##abud
+asce
+asse
+assoc
+even
+##ocities
+##hanced
+##osites
+convectively
+exot
+expre
+extens
+indication
+indian
+indeed
+##ensation
+##ensch
+##ensions
+asthenospheri
+source
+##sected
+##ward
+anorth
+prevent
+##udes
+composed
+complim
+computational
+components
+atlant
+basin
+based
+greensch
+original
+play
+plac
+##ntly
+##hip
+##ulation
+##ults
+impregn
+improved
+impinges
+only
+##nessed
+removed
+subsol
+geology
+tectono
+magmas
+partially
+alkal
+destroys
+moyar
+others
+relate
+related
+relations
+trond
+tradition
+triggered
+upward
+varies
+integ
+intrins
+granulites
+lowermost
+differentiation
+tectonics
+generate
+genetic
+northern
+terran
+terti
+##rier
+##gests
+forms
+compositionally
+##hibolite
+weaker
+weakens
+variant
+variable
+various
+variety
+mechanical
+accum
+cannot
+canada
+deccan
+decoup
+decraton
+decreas
+decades
+denser
+densification
+role
+roots
+##ization
+##elluric
+recyc
+suggests
+gradients
+preserved
+preserves
+importance
+highly
+exhibited
+block
+colla
+collis
+dynam
+margin
+marginal
+oceans
+refertiliz
+provide
+provided
+geodesy
+##illation
+strong
+mohorovic
+transpor
+terrain
+suggested
+depletion
+likely
+mesoproterozoic
+adequ
+addit
+advan
+activities
+china
+deflect
+defor
+degre
+determin
+facilitates
+karelian
+leave
+local
+located
+locations
+over
+shallow
+##emite
+##avu
+##avani
+##acterist
+##ails
+##ivine
+##iorite
+condensation
+reworked
+surfa
+earlier
+considered
+uppermost
+metasomatiz
+metamorphic
+buoyancy
+presented
+geodynamics
+chemically
+global
+softens
+increase
+closep
+classical
+creep
+cretac
+distinct
+distillation
+discip
+discontin
+enough
+enhanced
+field
+first
+karur
+karwar
+melt
+melts
+number
+numerous
+respectively
+results
+rift
+rifts
+sink
+since
+types
+typical
+very
+vertical
+warms
+warmer
+##ope
+##ained
+##lages
+##berlite
+##ondary
+initially
+initiates
+interior
+interstell
+thinner
+thinning
+retains
+retained
+region
+regions
+reflects
+promote
+promotes
+superior
+supercrit
+sutured
+geothermal
+geotherms
+continuation
+continuous
+example
+examples
+prevents
+prevails
+basalts
+basaltic
+difference
+differences
+relative
+relatively
+gradual
+gradually
+amount
+amounts
+changed
+changing
+direct
+direction
+details
+detailed
+conductive
+conductively
+surrounded
+surrounding
+amalgamation
+amalgamated
+effectively
+effect
+massifs
+nuclei
+nucleus
+seismic
+seismology
+volcanism
+volcanics
+1300
+african
+away
+above
+amphibolite
+bhavani
+barrier
+brough
+bababud
+bhima
+brittle
+called
+came
+characterist
+cuddap
+coupled
+descri
+dissected
+develop
+derived
+driven
+dimensions
+etc
+episod
+emplac
+each
+eclogites
+forever
+fold
+factors
+good
+gneis
+ghats
+hydro
+hypothe
+identif
+kaladgi
+kilometers
+komatiitic
+kimberlite
+kambam
+lateral
+limit
+largest
+linear
+mwm
+mark
+mosaic
+medium
+made
+migration
+moves
+olivine
+occur
+observed
+orogen
+operation
+oldest
+princi
+publication
+peridot
+paleoproterozoic
+people
+power
+pods
+physics
+painavu
+range
+reduces
+rising
+ridges
+slab
+silica
+signif
+secondary
+shield
+similar
+sargur
+schematical
+two
+tonalite
+tanzan
+time
+trichur
+tilting
+velocities
+wyoming
+water
+witnessed
+yilgar
+##ronological
+##mblages
+##lines
+##hjemite
+includes
+infiltration
+incisive
+instabilities
+consequently
+constrained
+isotope
+refractory
+reenrichment
+tools
+sudden
+successively
+gravitational
+geochronological
+geotectonic
+##etotelluric
+contrasts
+coherently
+magnetotelluric
+granodiorite
+ascending
+assemblages
+associated
+exotic
+expressed
+extensive
+asthenospherization
+anorthosites
+preventing
+complimented
+atlantic
+greenschist
+plays
+places
+impregnation
+subsolidus
+alkaline
+relationship
+trondhjemite
+traditionally
+integrates
+intrinsic
+terranes
+tertiary
+accumulation
+decouples
+decratonization
+decrease
+recycled
+collage
+collisional
+dynamic
+refertilization
+mohorovicic
+transported
+adequately
+additions
+advances
+deflected
+deformation
+degree
+determining
+shallows
+surface
+metasomatized
+closepet
+cretaceous
+distinctly
+disciplines
+discontinuity
+fields
+interstellar
+supercritical
+brought
+bababudan
+characteristics
+cuddapah
+described
+developments
+episodes
+emplaced
+gneisses
+hydrous
+hypothesis
+identified
+occurs
+orogenic
+principle
+publications
+peridotitic
+significant
+schematically
+tanzania
+yilgaran
+magnetotellurics