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KoichiYasuoka
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roberta-small-japanese-luw-upos

Token Classification Transformers PyTorch
Japanese roberta japanese pos dependency-parsing Inference Endpoints
Model card Files Community
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Files changed (5) hide show
  1. config.json +2676 -99
  2. pytorch_model.bin +2 -2
  3. sentencepiece.model +3 -0
  4. supar.model +2 -2
  5. tokenizer.json +3 -0
config.json CHANGED
@@ -10,108 +10,416 @@
10
  "hidden_dropout_prob": 0.1,
11
  "hidden_size": 256,
12
  "id2label": {
13
- "0": "SCONJ",
14
- "1": "B-VERB",
15
- "2": "I-SCONJ",
16
- "3": "VERB",
17
- "4": "B-AUX",
18
- "5": "PART",
19
- "6": "I-ADJ",
20
- "7": "I-ADP",
21
- "8": "B-NOUN",
22
- "9": "PRON",
23
- "10": "B-ADP",
24
- "11": "NOUN",
25
- "12": "NUM",
26
- "13": "PUNCT",
27
- "14": "B-X",
28
- "15": "CCONJ",
29
- "16": "ADV",
30
- "17": "B-PRON",
31
- "18": "I-PRON",
32
- "19": "I-NOUN",
33
- "20": "B-ADV",
34
- "21": "AUX",
35
- "22": "ADP",
36
- "23": "I-NUM",
37
- "24": "B-DET",
38
- "25": "I-X",
39
- "26": "B-PART",
40
- "27": "I-DET",
41
- "28": "B-INTJ",
42
- "29": "INTJ",
43
- "30": "B-NUM",
44
- "31": "I-VERB",
45
- "32": "I-ADV",
46
- "33": "I-AUX",
47
- "34": "B-PROPN",
48
- "35": "B-SYM",
49
- "36": "I-PART",
50
- "37": "I-INTJ",
51
- "38": "X",
52
- "39": "I-PROPN",
53
- "40": "B-ADJ",
54
- "41": "DET",
55
- "42": "SYM",
56
- "43": "ADJ",
57
- "44": "B-SCONJ",
58
- "45": "B-CCONJ",
59
- "46": "PROPN",
60
- "47": "I-CCONJ",
61
- "48": "I-SYM"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
62
  },
63
  "initializer_range": 0.02,
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  "intermediate_size": 768,
65
  "label2id": {
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- "ADJ": 43,
67
- "ADP": 22,
68
- "ADV": 16,
69
- "AUX": 21,
70
- "B-ADJ": 40,
71
- "B-ADP": 10,
72
- "B-ADV": 20,
73
- "B-AUX": 4,
74
- "B-CCONJ": 45,
75
- "B-DET": 24,
76
- "B-INTJ": 28,
77
- "B-NOUN": 8,
78
- "B-NUM": 30,
79
- "B-PART": 26,
80
- "B-PRON": 17,
81
- "B-PROPN": 34,
82
- "B-SCONJ": 44,
83
- "B-SYM": 35,
84
- "B-VERB": 1,
85
- "B-X": 14,
86
- "CCONJ": 15,
87
- "DET": 41,
88
- "I-ADJ": 6,
89
- "I-ADP": 7,
90
- "I-ADV": 32,
91
- "I-AUX": 33,
92
- "I-CCONJ": 47,
93
- "I-DET": 27,
94
- "I-INTJ": 37,
95
- "I-NOUN": 19,
96
- "I-NUM": 23,
97
- "I-PART": 36,
98
- "I-PRON": 18,
99
- "I-PROPN": 39,
100
- "I-SCONJ": 2,
101
- "I-SYM": 48,
102
- "I-VERB": 31,
103
- "I-X": 25,
104
- "INTJ": 29,
105
- "NOUN": 11,
106
- "NUM": 12,
107
- "PART": 5,
108
- "PRON": 9,
109
- "PROPN": 46,
110
- "PUNCT": 13,
111
- "SCONJ": 0,
112
- "SYM": 42,
113
- "VERB": 3,
114
- "X": 38
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
115
  },
116
  "layer_norm_eps": 1e-12,
117
  "max_position_embeddings": 128,
@@ -120,9 +428,2278 @@
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  "num_hidden_layers": 12,
121
  "pad_token_id": 0,
122
  "position_embedding_type": "absolute",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
123
  "tokenizer_class": "RemBertTokenizerFast",
124
  "torch_dtype": "float32",
125
- "transformers_version": "4.11.3",
126
  "type_vocab_size": 2,
127
  "use_cache": true,
128
  "vocab_size": 250315
10
  "hidden_dropout_prob": 0.1,
11
  "hidden_size": 256,
12
  "id2label": {
13
+ "0": "ADJ",
14
+ "1": "ADJ+AUX",
15
+ "2": "ADJ+SCONJ",
16
+ "3": "ADP",
17
+ "4": "ADP+ADJ",
18
+ "5": "ADP+ADP",
19
+ "6": "ADP+ADP+ADJ",
20
+ "7": "ADP+ADP+ADP",
21
+ "8": "ADP+ADP+DET",
22
+ "9": "ADP+ADP+VERB",
23
+ "10": "ADP+ADV",
24
+ "11": "ADP+AUX",
25
+ "12": "ADP+AUX+ADP",
26
+ "13": "ADP+NOUN",
27
+ "14": "ADP+NOUN+VERB+AUX",
28
+ "15": "ADP+PRON+ADP",
29
+ "16": "ADP+VERB",
30
+ "17": "ADP+VERB+AUX",
31
+ "18": "ADP+VERB+AUX+AUX",
32
+ "19": "ADP+VERB+SCONJ",
33
+ "20": "ADP+VERB+SCONJ+ADP",
34
+ "21": "ADV",
35
+ "22": "ADV+ADP",
36
+ "23": "ADV+NOUN",
37
+ "24": "ADV+VERB+AUX",
38
+ "25": "AUX",
39
+ "26": "AUX+ADJ",
40
+ "27": "AUX+ADP",
41
+ "28": "AUX+ADP+VERB",
42
+ "29": "AUX+ADP+VERB+AUX+AUX",
43
+ "30": "AUX+AUX",
44
+ "31": "AUX+AUX+PART",
45
+ "32": "AUX+AUX+SCONJ",
46
+ "33": "AUX+DET",
47
+ "34": "AUX+SCONJ",
48
+ "35": "AUX+SCONJ+ADJ",
49
+ "36": "AUX+SCONJ+ADP",
50
+ "37": "AUX+SCONJ+SCONJ",
51
+ "38": "AUX+SCONJ+VERB+AUX",
52
+ "39": "AUX+VERB",
53
+ "40": "AUX+VERB+SCONJ+ADP",
54
+ "41": "B-ADJ",
55
+ "42": "B-ADJ+AUX",
56
+ "43": "B-ADJ+SCONJ",
57
+ "44": "B-ADJ+VERB",
58
+ "45": "B-ADP",
59
+ "46": "B-ADP+ADJ",
60
+ "47": "B-ADP+ADJ+AUX",
61
+ "48": "B-ADP+ADP",
62
+ "49": "B-ADP+NOUN",
63
+ "50": "B-ADP+VERB",
64
+ "51": "B-ADP+VERB+AUX",
65
+ "52": "B-ADV",
66
+ "53": "B-ADV+ADJ",
67
+ "54": "B-ADV+ADJ+AUX",
68
+ "55": "B-ADV+ADP",
69
+ "56": "B-ADV+ADP+VERB",
70
+ "57": "B-ADV+AUX",
71
+ "58": "B-ADV+VERB",
72
+ "59": "B-AUX",
73
+ "60": "B-AUX+ADP",
74
+ "61": "B-AUX+AUX",
75
+ "62": "B-AUX+AUX+AUX",
76
+ "63": "B-AUX+AUX+PART",
77
+ "64": "B-AUX+AUX+SCONJ",
78
+ "65": "B-AUX+NOUN",
79
+ "66": "B-AUX+SCONJ",
80
+ "67": "B-AUX+VERB",
81
+ "68": "B-AUX+VERB+AUX",
82
+ "69": "B-CCONJ",
83
+ "70": "B-CCONJ+PROPN",
84
+ "71": "B-DET",
85
+ "72": "B-INTJ",
86
+ "73": "B-NOUN",
87
+ "74": "B-NOUN+ADP+ADP",
88
+ "75": "B-NOUN+ADP+NOUN",
89
+ "76": "B-NOUN+ADP+VERB",
90
+ "77": "B-NOUN+AUX",
91
+ "78": "B-NOUN+AUX+ADP+VERB+AUX",
92
+ "79": "B-NOUN+AUX+SCONJ",
93
+ "80": "B-NOUN+NOUN",
94
+ "81": "B-NOUN+VERB",
95
+ "82": "B-NUM",
96
+ "83": "B-NUM+ADP",
97
+ "84": "B-NUM+VERB",
98
+ "85": "B-PART",
99
+ "86": "B-PRON",
100
+ "87": "B-PROPN",
101
+ "88": "B-PROPN+ADP",
102
+ "89": "B-PROPN+ADP+NOUN",
103
+ "90": "B-PROPN+PROPN",
104
+ "91": "B-SCONJ",
105
+ "92": "B-SCONJ+VERB",
106
+ "93": "B-SCONJ+VERB+AUX",
107
+ "94": "B-SYM",
108
+ "95": "B-VERB",
109
+ "96": "B-VERB+AUX",
110
+ "97": "B-VERB+AUX+AUX",
111
+ "98": "B-VERB+AUX+AUX+SCONJ",
112
+ "99": "B-VERB+AUX+SCONJ",
113
+ "100": "B-VERB+SCONJ",
114
+ "101": "B-VERB+SCONJ+ADP",
115
+ "102": "B-X",
116
+ "103": "CCONJ",
117
+ "104": "DET",
118
+ "105": "I-ADJ",
119
+ "106": "I-ADJ+AUX",
120
+ "107": "I-ADJ+SCONJ",
121
+ "108": "I-ADJ+VERB",
122
+ "109": "I-ADP",
123
+ "110": "I-ADP+ADJ",
124
+ "111": "I-ADP+ADJ+AUX",
125
+ "112": "I-ADP+ADP",
126
+ "113": "I-ADP+NOUN",
127
+ "114": "I-ADP+VERB",
128
+ "115": "I-ADP+VERB+AUX",
129
+ "116": "I-ADV",
130
+ "117": "I-ADV+ADJ",
131
+ "118": "I-ADV+ADJ+AUX",
132
+ "119": "I-ADV+ADP",
133
+ "120": "I-ADV+ADP+VERB",
134
+ "121": "I-ADV+AUX",
135
+ "122": "I-ADV+VERB",
136
+ "123": "I-AUX",
137
+ "124": "I-AUX+ADP",
138
+ "125": "I-AUX+AUX",
139
+ "126": "I-AUX+AUX+AUX",
140
+ "127": "I-AUX+AUX+PART",
141
+ "128": "I-AUX+AUX+SCONJ",
142
+ "129": "I-AUX+NOUN",
143
+ "130": "I-AUX+SCONJ",
144
+ "131": "I-AUX+VERB",
145
+ "132": "I-AUX+VERB+AUX",
146
+ "133": "I-CCONJ",
147
+ "134": "I-CCONJ+PROPN",
148
+ "135": "I-DET",
149
+ "136": "I-INTJ",
150
+ "137": "I-NOUN",
151
+ "138": "I-NOUN+ADP+ADP",
152
+ "139": "I-NOUN+ADP+NOUN",
153
+ "140": "I-NOUN+ADP+VERB",
154
+ "141": "I-NOUN+AUX",
155
+ "142": "I-NOUN+AUX+ADP+VERB+AUX",
156
+ "143": "I-NOUN+AUX+SCONJ",
157
+ "144": "I-NOUN+NOUN",
158
+ "145": "I-NOUN+VERB",
159
+ "146": "I-NUM",
160
+ "147": "I-NUM+ADP",
161
+ "148": "I-NUM+VERB",
162
+ "149": "I-PART",
163
+ "150": "I-PRON",
164
+ "151": "I-PROPN",
165
+ "152": "I-PROPN+ADP",
166
+ "153": "I-PROPN+ADP+NOUN",
167
+ "154": "I-PROPN+PROPN",
168
+ "155": "I-SCONJ",
169
+ "156": "I-SCONJ+VERB",
170
+ "157": "I-SCONJ+VERB+AUX",
171
+ "158": "I-SYM",
172
+ "159": "I-VERB",
173
+ "160": "I-VERB+AUX",
174
+ "161": "I-VERB+AUX+AUX",
175
+ "162": "I-VERB+AUX+AUX+SCONJ",
176
+ "163": "I-VERB+AUX+SCONJ",
177
+ "164": "I-VERB+SCONJ",
178
+ "165": "I-VERB+SCONJ+ADP",
179
+ "166": "I-X",
180
+ "167": "INTJ",
181
+ "168": "NOUN",
182
+ "169": "NOUN+ADJ",
183
+ "170": "NOUN+ADP",
184
+ "171": "NOUN+ADP+INTJ",
185
+ "172": "NOUN+ADP+VERB",
186
+ "173": "NOUN+AUX",
187
+ "174": "NUM",
188
+ "175": "NUM+NOUN",
189
+ "176": "PART",
190
+ "177": "PART+ADP",
191
+ "178": "PART+ADP+ADP",
192
+ "179": "PART+AUX",
193
+ "180": "PART+AUX+ADP",
194
+ "181": "PART+PART",
195
+ "182": "PRON",
196
+ "183": "PRON+ADP",
197
+ "184": "PRON+ADP+ADP",
198
+ "185": "PRON+AUX",
199
+ "186": "PRON+PRON",
200
+ "187": "PROPN",
201
+ "188": "PUNCT",
202
+ "189": "PUNCT+PUNCT",
203
+ "190": "PUNCT+PUNCT+PUNCT",
204
+ "191": "SCONJ",
205
+ "192": "SCONJ+VERB",
206
+ "193": "SCONJ+VERB+SCONJ",
207
+ "194": "SYM",
208
+ "195": "VERB",
209
+ "196": "VERB+AUX",
210
+ "197": "VERB+AUX+AUX",
211
+ "198": "VERB+AUX+AUX+SCONJ",
212
+ "199": "VERB+PART",
213
+ "200": "VERB+SCONJ",
214
+ "201": "VERB+SCONJ+ADP",
215
+ "202": "X"
216
  },
217
  "initializer_range": 0.02,
218
  "intermediate_size": 768,
219
  "label2id": {
220
+ "ADJ": 0,
221
+ "ADJ+AUX": 1,
222
+ "ADJ+SCONJ": 2,
223
+ "ADP": 3,
224
+ "ADP+ADJ": 4,
225
+ "ADP+ADP": 5,
226
+ "ADP+ADP+ADJ": 6,
227
+ "ADP+ADP+ADP": 7,
228
+ "ADP+ADP+DET": 8,
229
+ "ADP+ADP+VERB": 9,
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382
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402
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404
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409
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414
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418
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419
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420
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421
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422
+ "X": 202
423
  },
424
  "layer_norm_eps": 1e-12,
425
  "max_position_embeddings": 128,
428
  "num_hidden_layers": 12,
429
  "pad_token_id": 0,
430
  "position_embedding_type": "absolute",
431
+ "task_specific_params": {
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473
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477
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496
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519
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520
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521
+ ]
522
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526
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527
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530
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531
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532
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533
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534
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535
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536
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537
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538
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539
+ ],
540
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541
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542
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543
+ ]
544
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545
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546
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547
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548
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550
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555
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556
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557
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558
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559
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560
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561
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562
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563
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564
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565
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566
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567
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568
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569
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570
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571
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572
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573
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574
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575
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576
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577
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578
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579
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580
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581
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582
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583
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584
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585
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586
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587
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588
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592
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593
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595
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596
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604
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606
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607
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608
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628
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629
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630
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632
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633
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636
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639
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640
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641
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643
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644
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645
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647
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648
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651
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652
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655
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656
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659
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660
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664
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668
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669
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672
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673
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675
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677
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678
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679
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680
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682
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683
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684
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685
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686
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691
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696
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706
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707
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711
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712
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713
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714
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715
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718
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719
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720
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721
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723
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724
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725
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730
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731
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733
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737
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738
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739
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743
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749
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750
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754
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755
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758
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1427
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1463
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1467
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1470
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1471
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1474
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1475
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1476
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1477
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1480
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1481
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1482
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1483
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1484
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1490
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1496
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1503
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1504
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1505
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1506
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1507
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1508
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1509
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1510
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1511
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1513
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1514
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1515
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1516
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1517
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1518
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1519
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1520
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1521
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1522
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1523
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1524
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1525
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1526
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1527
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1528
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1529
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1530
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1531
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1532
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1533
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1534
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1535
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1536
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1537
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1538
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1539
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1541
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1542
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1543
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1544
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1545
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1548
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1549
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1550
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1551
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1552
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1554
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1555
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1556
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1557
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1560
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1561
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1563
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1564
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1565
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1567
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1568
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1569
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1570
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1571
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1572
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1573
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1574
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1575
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1576
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1578
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1579
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1580
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1581
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1582
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1584
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1585
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1586
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1587
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1588
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1589
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1590
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1591
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1593
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1594
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1595
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1596
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1597
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1598
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1599
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1600
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1601
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1603
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1604
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1605
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1606
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1610
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1611
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1616
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1620
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1621
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1625
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1626
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1630
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1631
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1634
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1635
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1636
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1640
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1641
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1644
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1645
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1646
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1648
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1649
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1650
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1651
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1652
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1653
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1654
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1655
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1656
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1657
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1659
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1661
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1665
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1673
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1678
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1679
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1680
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1681
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1688
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1690
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1691
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1692
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1693
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1696
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1697
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1699
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1700
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1701
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1705
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1709
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1710
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1711
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1712
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1713
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1714
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1715
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1716
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1717
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1718
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1719
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1720
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1721
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1723
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1724
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1725
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1727
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1728
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1729
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1730
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1731
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1732
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1733
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1734
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1735
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1736
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1737
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1738
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1739
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1740
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1741
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1742
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1743
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1744
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1745
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1746
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1747
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1748
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1749
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1750
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1751
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1752
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1753
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1754
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1755
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1756
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1757
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1758
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1759
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1760
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1761
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1762
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1763
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1764
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1765
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1766
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1767
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1768
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1769
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1770
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1771
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1772
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1773
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1774
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