Hugging Face's logo

Sanyam52
/
bert-pos-tagging

Token Classification
Transformers
TensorFlow
bert
generated_from_keras_callback
Inference Endpoints
Model card Files Community
bert-pos-tagging
File size: 2,113 Bytes 
ec30b6e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
 
{
  "_name_or_path": "bert-base-cased",
  "architectures": [
    "BertForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": null,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "\"",
    "1": "''",
    "2": "#",
    "3": "$",
    "4": "(",
    "5": ")",
    "6": ",",
    "7": ".",
    "8": ":",
    "9": "``",
    "10": "CC",
    "11": "CD",
    "12": "DT",
    "13": "EX",
    "14": "FW",
    "15": "IN",
    "16": "JJ",
    "17": "JJR",
    "18": "JJS",
    "19": "LS",
    "20": "MD",
    "21": "NN",
    "22": "NNP",
    "23": "NNPS",
    "24": "NNS",
    "25": "NN|SYM",
    "26": "PDT",
    "27": "POS",
    "28": "PRP",
    "29": "PRP$",
    "30": "RB",
    "31": "RBR",
    "32": "RBS",
    "33": "RP",
    "34": "SYM",
    "35": "TO",
    "36": "UH",
    "37": "VB",
    "38": "VBD",
    "39": "VBG",
    "40": "VBN",
    "41": "VBP",
    "42": "VBZ",
    "43": "WDT",
    "44": "WP",
    "45": "WP$",
    "46": "WRB"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "\"": 0,
    "#": 2,
    "$": 3,
    "''": 1,
    "(": 4,
    ")": 5,
    ",": 6,
    ".": 7,
    ":": 8,
    "CC": 10,
    "CD": 11,
    "DT": 12,
    "EX": 13,
    "FW": 14,
    "IN": 15,
    "JJ": 16,
    "JJR": 17,
    "JJS": 18,
    "LS": 19,
    "MD": 20,
    "NN": 21,
    "NNP": 22,
    "NNPS": 23,
    "NNS": 24,
    "NN|SYM": 25,
    "PDT": 26,
    "POS": 27,
    "PRP": 28,
    "PRP$": 29,
    "RB": 30,
    "RBR": 31,
    "RBS": 32,
    "RP": 33,
    "SYM": 34,
    "TO": 35,
    "UH": 36,
    "VB": 37,
    "VBD": 38,
    "VBG": 39,
    "VBN": 40,
    "VBP": 41,
    "VBZ": 42,
    "WDT": 43,
    "WP": 44,
    "WP$": 45,
    "WRB": 46,
    "``": 9
  },
  "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": "4.44.2",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 28996
}