{ "architectures": [ "DebertaV2ForTokenClassification" ], "attention_head_size": 64, "attention_probs_dropout_prob": 0.1, "conv_act": "gelu", "conv_kernel_size": 3, "custom_pipelines": { "universal-dependencies": { "impl": "ud.UniversalDependenciesPipeline" } }, "hidden_act": "gelu", "hidden_dropout_prob": 0.1, "hidden_size": 1536, "id2label": { "0": "-|_|dep", "1": "ADJ|_|acl", "2": "ADJ|_|acl:relcl", "3": "ADJ|_|advcl", "4": "ADJ|_|advmod", "5": "ADJ|_|amod", "6": "ADJ|_|appos", "7": "ADJ|_|case", "8": "ADJ|_|ccomp", "9": "ADJ|_|compound", "10": "ADJ|_|conj", "11": "ADJ|_|cop", "12": "ADJ|_|csubj", "13": "ADJ|_|dislocated", "14": "ADJ|_|nmod", "15": "ADJ|_|nsubj", "16": "ADJ|_|nsubj:pass", "17": "ADJ|_|nummod", "18": "ADJ|_|obj", "19": "ADJ|_|obl", "20": "ADJ|_|parataxis", "21": "ADJ|_|root", "22": "ADJ|_|xcomp", "23": "ADP|Case=Gen|acl", "24": "ADP|Voice=Cau|case", "25": "ADP|_|acl", "26": "ADP|_|acl:relcl", "27": "ADP|_|advcl", "28": "ADP|_|advmod", "29": "ADP|_|amod", "30": "ADP|_|appos", "31": "ADP|_|case", "32": "ADP|_|cc", "33": "ADP|_|ccomp", "34": "ADP|_|conj", "35": "ADP|_|csubj", "36": "ADP|_|det", "37": "ADP|_|mark", "38": "ADP|_|nmod:tmod", "39": "ADP|_|obl", "40": "ADP|_|parataxis", "41": "ADP|_|root", "42": "ADP|_|xcomp", "43": "ADV|Polarity=Neg|advmod", "44": "ADV|_|acl", "45": "ADV|_|advcl", "46": "ADV|_|advmod", "47": "ADV|_|amod", "48": "ADV|_|cc", "49": "ADV|_|ccomp", "50": "ADV|_|conj", "51": "ADV|_|mark", "52": "ADV|_|nmod:tmod", "53": "ADV|_|parataxis", "54": "ADV|_|root", "55": "ADV|_|xcomp", "56": "AUX|Aspect=Perf|aux", "57": "AUX|Aspect=Prog|aux", "58": "AUX|Voice=Pass|aux:pass", "59": "AUX|_|acl:relcl", "60": "AUX|_|aux", "61": "AUX|_|ccomp", "62": "AUX|_|conj", "63": "AUX|_|cop", "64": "AUX|_|root", "65": "AUX|_|xcomp", "66": "CCONJ|_|cc", "67": "DET|_|acl", "68": "DET|_|advmod", "69": "DET|_|amod", "70": "DET|_|case", "71": "DET|_|conj", "72": "DET|_|det", "73": "DET|_|nmod", "74": "DET|_|nmod:tmod", "75": "DET|_|nsubj", "76": "DET|_|obl", "77": "NOUN|Number=Plur|nmod", "78": "NOUN|Number=Plur|nsubj", "79": "NOUN|_|acl", "80": "NOUN|_|acl:relcl", "81": "NOUN|_|advcl", "82": "NOUN|_|advmod", "83": "NOUN|_|amod", "84": "NOUN|_|appos", "85": "NOUN|_|case", "86": "NOUN|_|ccomp", "87": "NOUN|_|clf", "88": "NOUN|_|compound", "89": "NOUN|_|conj", "90": "NOUN|_|csubj", "91": "NOUN|_|dislocated", "92": "NOUN|_|iobj", "93": "NOUN|_|mark", "94": "NOUN|_|mark:rel", "95": "NOUN|_|nmod", "96": "NOUN|_|nmod:tmod", "97": "NOUN|_|nsubj", "98": "NOUN|_|nsubj:pass", "99": "NOUN|_|nummod", "100": "NOUN|_|obj", "101": "NOUN|_|obl", "102": "NOUN|_|obl:patient", "103": "NOUN|_|orphan", "104": "NOUN|_|parataxis", "105": "NOUN|_|root", "106": "NOUN|_|xcomp", "107": "NUM|NumType=Card|acl", "108": "NUM|NumType=Card|advcl", "109": "NUM|NumType=Card|advmod", "110": "NUM|NumType=Card|amod", "111": "NUM|NumType=Card|appos", "112": "NUM|NumType=Card|ccomp", "113": "NUM|NumType=Card|compound", "114": "NUM|NumType=Card|conj", "115": "NUM|NumType=Card|nmod", "116": "NUM|NumType=Card|nmod:tmod", "117": "NUM|NumType=Card|nsubj", "118": "NUM|NumType=Card|nsubj:pass", "119": "NUM|NumType=Card|nummod", "120": "NUM|NumType=Card|obj", "121": "NUM|NumType=Card|obl", "122": "NUM|NumType=Card|parataxis", "123": "NUM|NumType=Card|root", "124": "NUM|NumType=Card|xcomp", "125": "NUM|NumType=Ord|advmod", "126": "NUM|NumType=Ord|compound", "127": "NUM|NumType=Ord|conj", "128": "NUM|NumType=Ord|nmod", "129": "NUM|NumType=Ord|nummod", "130": "NUM|NumType=Ord|obj", "131": "NUM|NumType=Ord|root", "132": "NUM|_|nummod", "133": "PART|Aspect=Perf|discourse", "134": "PART|Aspect=Perf|parataxis", "135": "PART|Case=Gen|case", "136": "PART|Number=Plur|appos", "137": "PART|Number=Plur|conj", "138": "PART|Number=Plur|nmod", "139": "PART|Number=Plur|nsubj", "140": "PART|Number=Plur|obl", "141": "PART|PartType=Int|discourse:sp", "142": "PART|_|acl", "143": "PART|_|acl:relcl", "144": "PART|_|advcl", "145": "PART|_|advmod", "146": "PART|_|amod", "147": "PART|_|appos", "148": "PART|_|case", "149": "PART|_|ccomp", "150": "PART|_|compound", "151": "PART|_|compound:ext", "152": "PART|_|conj", "153": "PART|_|csubj", "154": "PART|_|discourse", "155": "PART|_|iobj", "156": "PART|_|mark:adv", "157": "PART|_|mark:rel", "158": "PART|_|nmod", "159": "PART|_|nmod:tmod", "160": "PART|_|nsubj", "161": "PART|_|nsubj:pass", "162": "PART|_|obj", "163": "PART|_|obl", "164": "PART|_|obl:patient", "165": "PART|_|parataxis", "166": "PART|_|root", "167": "PART|_|xcomp", "168": "PRON|Number=Plur|Person=1|det", "169": "PRON|Number=Plur|Person=1|nmod", "170": "PRON|Number=Plur|Person=1|nsubj", "171": "PRON|Number=Plur|Person=1|obj", "172": "PRON|Number=Plur|Person=1|obl", "173": "PRON|Number=Plur|Person=3|appos", "174": "PRON|Number=Plur|Person=3|det", "175": "PRON|Number=Plur|Person=3|nmod", "176": "PRON|Number=Plur|Person=3|nsubj", "177": "PRON|Number=Plur|Person=3|nsubj:pass", "178": "PRON|Number=Plur|Person=3|obj", "179": "PRON|Number=Plur|Person=3|obl", "180": "PRON|Number=Plur|Person=3|obl:patient", "181": "PRON|Person=1|compound", "182": "PRON|Person=1|det", "183": "PRON|Person=1|nmod", "184": "PRON|Person=1|nsubj", "185": "PRON|Person=1|obj", "186": "PRON|Person=2|det", "187": "PRON|Person=2|iobj", "188": "PRON|Person=2|nmod", "189": "PRON|Person=2|nsubj", "190": "PRON|Person=2|obj", "191": "PRON|Person=2|obl", "192": "PRON|Person=3|conj", "193": "PRON|Person=3|det", "194": "PRON|Person=3|iobj", "195": "PRON|Person=3|nmod", "196": "PRON|Person=3|nsubj", "197": "PRON|Person=3|nsubj:pass", "198": "PRON|Person=3|obj", "199": "PRON|Person=3|obl", "200": "PRON|Person=3|obl:patient", "201": "PRON|Person=3|parataxis", "202": "PRON|Person=3|xcomp", "203": "PRON|_|advmod", "204": "PRON|_|appos", "205": "PRON|_|compound", "206": "PRON|_|conj", "207": "PRON|_|csubj", "208": "PRON|_|det", "209": "PRON|_|nmod", "210": "PRON|_|nsubj", "211": "PRON|_|nsubj:pass", "212": "PRON|_|obj", "213": "PRON|_|obl", "214": "PRON|_|obl:patient", "215": "PRON|_|parataxis", "216": "PROPN|_|acl:relcl", "217": "PROPN|_|advcl", "218": "PROPN|_|advmod", "219": "PROPN|_|appos", "220": "PROPN|_|case", "221": "PROPN|_|ccomp", "222": "PROPN|_|compound", "223": "PROPN|_|conj", "224": "PROPN|_|dislocated", "225": "PROPN|_|flat:foreign", "226": "PROPN|_|flat:name", "227": "PROPN|_|iobj", "228": "PROPN|_|nmod", "229": "PROPN|_|nmod:tmod", "230": "PROPN|_|nsubj", "231": "PROPN|_|nsubj:pass", "232": "PROPN|_|nummod", "233": "PROPN|_|obj", "234": "PROPN|_|obl", "235": "PROPN|_|obl:patient", "236": "PROPN|_|parataxis", "237": "PROPN|_|root", "238": "PROPN|_|vocative", "239": "PROPN|_|xcomp", "240": "PUNCT|_|appos", "241": "PUNCT|_|punct", "242": "PUNCT|_|reparandum", "243": "SYM|_|appos", "244": "SYM|_|nsubj", "245": "SYM|_|obj", "246": "SYM|_|punct", "247": "VERB|Voice=Cau|acl", "248": "VERB|Voice=Cau|acl:relcl", "249": "VERB|Voice=Cau|advcl", "250": "VERB|Voice=Cau|amod", "251": "VERB|Voice=Cau|aux:pass", "252": "VERB|Voice=Cau|ccomp", "253": "VERB|Voice=Cau|compound", "254": "VERB|Voice=Cau|conj", "255": "VERB|Voice=Cau|csubj", "256": "VERB|Voice=Cau|mark", "257": "VERB|Voice=Cau|parataxis", "258": "VERB|Voice=Cau|root", "259": "VERB|Voice=Cau|xcomp", "260": "VERB|Voice=Pass|aux:pass", "261": "VERB|_|acl", "262": "VERB|_|acl:relcl", "263": "VERB|_|advcl", "264": "VERB|_|advmod", "265": "VERB|_|amod", "266": "VERB|_|appos", "267": "VERB|_|ccomp", "268": "VERB|_|compound", "269": "VERB|_|conj", "270": "VERB|_|csubj", "271": "VERB|_|csubj:pass", "272": "VERB|_|det", "273": "VERB|_|discourse", "274": "VERB|_|dislocated", "275": "VERB|_|mark", "276": "VERB|_|nmod", "277": "VERB|_|nmod:tmod", "278": "VERB|_|nsubj", "279": "VERB|_|obj", "280": "VERB|_|obl", "281": "VERB|_|parataxis", "282": "VERB|_|reparandum", "283": "VERB|_|root", "284": "VERB|_|xcomp", "285": "X|_|acl", "286": "X|_|advcl", "287": "X|_|advmod", "288": "X|_|amod", "289": "X|_|appos", "290": "X|_|ccomp", "291": "X|_|compound", "292": "X|_|conj", "293": "X|_|det", "294": "X|_|flat:foreign", "295": "X|_|goeswith", "296": "X|_|nmod", "297": "X|_|nsubj", "298": "X|_|nummod", "299": "X|_|obj", "300": "X|_|obl", "301": "X|_|parataxis", "302": "X|_|root" }, "initializer_range": 0.02, "intermediate_size": 6144, "label2id": { "-|_|dep": 0, "ADJ|_|acl": 1, "ADJ|_|acl:relcl": 2, "ADJ|_|advcl": 3, "ADJ|_|advmod": 4, "ADJ|_|amod": 5, "ADJ|_|appos": 6, "ADJ|_|case": 7, "ADJ|_|ccomp": 8, "ADJ|_|compound": 9, "ADJ|_|conj": 10, "ADJ|_|cop": 11, "ADJ|_|csubj": 12, "ADJ|_|dislocated": 13, "ADJ|_|nmod": 14, "ADJ|_|nsubj": 15, "ADJ|_|nsubj:pass": 16, "ADJ|_|nummod": 17, "ADJ|_|obj": 18, "ADJ|_|obl": 19, "ADJ|_|parataxis": 20, "ADJ|_|root": 21, "ADJ|_|xcomp": 22, "ADP|Case=Gen|acl": 23, "ADP|Voice=Cau|case": 24, "ADP|_|acl": 25, "ADP|_|acl:relcl": 26, "ADP|_|advcl": 27, "ADP|_|advmod": 28, "ADP|_|amod": 29, "ADP|_|appos": 30, "ADP|_|case": 31, "ADP|_|cc": 32, "ADP|_|ccomp": 33, "ADP|_|conj": 34, "ADP|_|csubj": 35, "ADP|_|det": 36, "ADP|_|mark": 37, "ADP|_|nmod:tmod": 38, "ADP|_|obl": 39, "ADP|_|parataxis": 40, "ADP|_|root": 41, "ADP|_|xcomp": 42, "ADV|Polarity=Neg|advmod": 43, "ADV|_|acl": 44, "ADV|_|advcl": 45, "ADV|_|advmod": 46, "ADV|_|amod": 47, "ADV|_|cc": 48, "ADV|_|ccomp": 49, "ADV|_|conj": 50, "ADV|_|mark": 51, "ADV|_|nmod:tmod": 52, "ADV|_|parataxis": 53, "ADV|_|root": 54, "ADV|_|xcomp": 55, "AUX|Aspect=Perf|aux": 56, "AUX|Aspect=Prog|aux": 57, "AUX|Voice=Pass|aux:pass": 58, "AUX|_|acl:relcl": 59, "AUX|_|aux": 60, "AUX|_|ccomp": 61, "AUX|_|conj": 62, "AUX|_|cop": 63, "AUX|_|root": 64, "AUX|_|xcomp": 65, "CCONJ|_|cc": 66, "DET|_|acl": 67, "DET|_|advmod": 68, "DET|_|amod": 69, "DET|_|case": 70, "DET|_|conj": 71, "DET|_|det": 72, "DET|_|nmod": 73, "DET|_|nmod:tmod": 74, "DET|_|nsubj": 75, "DET|_|obl": 76, "NOUN|Number=Plur|nmod": 77, "NOUN|Number=Plur|nsubj": 78, "NOUN|_|acl": 79, "NOUN|_|acl:relcl": 80, "NOUN|_|advcl": 81, "NOUN|_|advmod": 82, "NOUN|_|amod": 83, "NOUN|_|appos": 84, "NOUN|_|case": 85, "NOUN|_|ccomp": 86, "NOUN|_|clf": 87, "NOUN|_|compound": 88, "NOUN|_|conj": 89, "NOUN|_|csubj": 90, "NOUN|_|dislocated": 91, "NOUN|_|iobj": 92, "NOUN|_|mark": 93, "NOUN|_|mark:rel": 94, "NOUN|_|nmod": 95, "NOUN|_|nmod:tmod": 96, "NOUN|_|nsubj": 97, "NOUN|_|nsubj:pass": 98, "NOUN|_|nummod": 99, "NOUN|_|obj": 100, "NOUN|_|obl": 101, "NOUN|_|obl:patient": 102, "NOUN|_|orphan": 103, "NOUN|_|parataxis": 104, "NOUN|_|root": 105, "NOUN|_|xcomp": 106, "NUM|NumType=Card|acl": 107, "NUM|NumType=Card|advcl": 108, "NUM|NumType=Card|advmod": 109, "NUM|NumType=Card|amod": 110, "NUM|NumType=Card|appos": 111, "NUM|NumType=Card|ccomp": 112, "NUM|NumType=Card|compound": 113, "NUM|NumType=Card|conj": 114, "NUM|NumType=Card|nmod": 115, "NUM|NumType=Card|nmod:tmod": 116, "NUM|NumType=Card|nsubj": 117, "NUM|NumType=Card|nsubj:pass": 118, "NUM|NumType=Card|nummod": 119, "NUM|NumType=Card|obj": 120, "NUM|NumType=Card|obl": 121, "NUM|NumType=Card|parataxis": 122, "NUM|NumType=Card|root": 123, "NUM|NumType=Card|xcomp": 124, "NUM|NumType=Ord|advmod": 125, "NUM|NumType=Ord|compound": 126, "NUM|NumType=Ord|conj": 127, "NUM|NumType=Ord|nmod": 128, "NUM|NumType=Ord|nummod": 129, "NUM|NumType=Ord|obj": 130, "NUM|NumType=Ord|root": 131, "NUM|_|nummod": 132, "PART|Aspect=Perf|discourse": 133, "PART|Aspect=Perf|parataxis": 134, "PART|Case=Gen|case": 135, "PART|Number=Plur|appos": 136, "PART|Number=Plur|conj": 137, "PART|Number=Plur|nmod": 138, "PART|Number=Plur|nsubj": 139, "PART|Number=Plur|obl": 140, "PART|PartType=Int|discourse:sp": 141, "PART|_|acl": 142, "PART|_|acl:relcl": 143, "PART|_|advcl": 144, "PART|_|advmod": 145, "PART|_|amod": 146, "PART|_|appos": 147, "PART|_|case": 148, "PART|_|ccomp": 149, "PART|_|compound": 150, "PART|_|compound:ext": 151, "PART|_|conj": 152, "PART|_|csubj": 153, "PART|_|discourse": 154, "PART|_|iobj": 155, "PART|_|mark:adv": 156, "PART|_|mark:rel": 157, "PART|_|nmod": 158, "PART|_|nmod:tmod": 159, "PART|_|nsubj": 160, "PART|_|nsubj:pass": 161, "PART|_|obj": 162, "PART|_|obl": 163, "PART|_|obl:patient": 164, "PART|_|parataxis": 165, "PART|_|root": 166, "PART|_|xcomp": 167, "PRON|Number=Plur|Person=1|det": 168, "PRON|Number=Plur|Person=1|nmod": 169, "PRON|Number=Plur|Person=1|nsubj": 170, "PRON|Number=Plur|Person=1|obj": 171, "PRON|Number=Plur|Person=1|obl": 172, "PRON|Number=Plur|Person=3|appos": 173, "PRON|Number=Plur|Person=3|det": 174, "PRON|Number=Plur|Person=3|nmod": 175, "PRON|Number=Plur|Person=3|nsubj": 176, "PRON|Number=Plur|Person=3|nsubj:pass": 177, "PRON|Number=Plur|Person=3|obj": 178, "PRON|Number=Plur|Person=3|obl": 179, "PRON|Number=Plur|Person=3|obl:patient": 180, "PRON|Person=1|compound": 181, "PRON|Person=1|det": 182, "PRON|Person=1|nmod": 183, "PRON|Person=1|nsubj": 184, "PRON|Person=1|obj": 185, "PRON|Person=2|det": 186, "PRON|Person=2|iobj": 187, "PRON|Person=2|nmod": 188, "PRON|Person=2|nsubj": 189, "PRON|Person=2|obj": 190, "PRON|Person=2|obl": 191, "PRON|Person=3|conj": 192, "PRON|Person=3|det": 193, "PRON|Person=3|iobj": 194, "PRON|Person=3|nmod": 195, "PRON|Person=3|nsubj": 196, "PRON|Person=3|nsubj:pass": 197, "PRON|Person=3|obj": 198, "PRON|Person=3|obl": 199, "PRON|Person=3|obl:patient": 200, "PRON|Person=3|parataxis": 201, "PRON|Person=3|xcomp": 202, "PRON|_|advmod": 203, "PRON|_|appos": 204, "PRON|_|compound": 205, "PRON|_|conj": 206, "PRON|_|csubj": 207, "PRON|_|det": 208, "PRON|_|nmod": 209, "PRON|_|nsubj": 210, "PRON|_|nsubj:pass": 211, "PRON|_|obj": 212, "PRON|_|obl": 213, "PRON|_|obl:patient": 214, "PRON|_|parataxis": 215, "PROPN|_|acl:relcl": 216, "PROPN|_|advcl": 217, "PROPN|_|advmod": 218, "PROPN|_|appos": 219, "PROPN|_|case": 220, "PROPN|_|ccomp": 221, "PROPN|_|compound": 222, "PROPN|_|conj": 223, "PROPN|_|dislocated": 224, "PROPN|_|flat:foreign": 225, "PROPN|_|flat:name": 226, "PROPN|_|iobj": 227, "PROPN|_|nmod": 228, "PROPN|_|nmod:tmod": 229, "PROPN|_|nsubj": 230, "PROPN|_|nsubj:pass": 231, "PROPN|_|nummod": 232, "PROPN|_|obj": 233, "PROPN|_|obl": 234, "PROPN|_|obl:patient": 235, "PROPN|_|parataxis": 236, "PROPN|_|root": 237, "PROPN|_|vocative": 238, "PROPN|_|xcomp": 239, "PUNCT|_|appos": 240, "PUNCT|_|punct": 241, "PUNCT|_|reparandum": 242, "SYM|_|appos": 243, "SYM|_|nsubj": 244, "SYM|_|obj": 245, "SYM|_|punct": 246, "VERB|Voice=Cau|acl": 247, "VERB|Voice=Cau|acl:relcl": 248, "VERB|Voice=Cau|advcl": 249, "VERB|Voice=Cau|amod": 250, "VERB|Voice=Cau|aux:pass": 251, "VERB|Voice=Cau|ccomp": 252, "VERB|Voice=Cau|compound": 253, "VERB|Voice=Cau|conj": 254, "VERB|Voice=Cau|csubj": 255, "VERB|Voice=Cau|mark": 256, "VERB|Voice=Cau|parataxis": 257, "VERB|Voice=Cau|root": 258, "VERB|Voice=Cau|xcomp": 259, "VERB|Voice=Pass|aux:pass": 260, "VERB|_|acl": 261, "VERB|_|acl:relcl": 262, "VERB|_|advcl": 263, "VERB|_|advmod": 264, "VERB|_|amod": 265, "VERB|_|appos": 266, "VERB|_|ccomp": 267, "VERB|_|compound": 268, "VERB|_|conj": 269, "VERB|_|csubj": 270, "VERB|_|csubj:pass": 271, "VERB|_|det": 272, "VERB|_|discourse": 273, "VERB|_|dislocated": 274, "VERB|_|mark": 275, "VERB|_|nmod": 276, "VERB|_|nmod:tmod": 277, "VERB|_|nsubj": 278, "VERB|_|obj": 279, "VERB|_|obl": 280, "VERB|_|parataxis": 281, "VERB|_|reparandum": 282, "VERB|_|root": 283, "VERB|_|xcomp": 284, "X|_|acl": 285, "X|_|advcl": 286, "X|_|advmod": 287, "X|_|amod": 288, "X|_|appos": 289, "X|_|ccomp": 290, "X|_|compound": 291, "X|_|conj": 292, "X|_|det": 293, "X|_|flat:foreign": 294, "X|_|goeswith": 295, "X|_|nmod": 296, "X|_|nsubj": 297, "X|_|nummod": 298, "X|_|obj": 299, "X|_|obl": 300, "X|_|parataxis": 301, "X|_|root": 302 }, "layer_norm_eps": 1e-07, "max_position_embeddings": 512, "max_relative_positions": -1, "model_type": "deberta-v2", "norm_rel_ebd": "layer_norm", "num_attention_heads": 24, "num_hidden_layers": 24, "pad_token_id": 0, "pooler_dropout": 0, "pooler_hidden_act": "gelu", "pooler_hidden_size": 1536, "pos_att_type": [ "p2c", "c2p" ], "position_biased_input": false, "position_buckets": 256, "relative_attention": true, "share_att_key": true, "tokenizer_class": "BertTokenizer", "torch_dtype": "float32", "transformers_version": "4.22.1", "type_vocab_size": 0, "vocab_size": 16105 }