Hugging Face's logo

vuminhtue
/
Bert_base_NER_PII300k

Token Classification
Transformers
Safetensors
bert
Generated from Trainer
Inference Endpoints
Model card Files Community
Bert_base_NER_PII300k
File size: 1,588 Bytes 
2cf87c4
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "_name_or_path": "google-bert/bert-base-uncased",
  "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": "ADDRESS",
    "1": "BUILDING",
    "2": "CARDISSUER",
    "3": "COORDINATE",
    "4": "DATE",
    "5": "DRIVERLICENSE",
    "6": "EMAIL",
    "7": "GENDER",
    "8": "GEO",
    "9": "IDCARD",
    "10": "USERNAME",
    "11": "PASSPORT",
    "12": "PHONENUMBER",
    "13": "PREFIX",
    "14": "SSN",
    "15": "STREET",
    "16": "TIME",
    "17": "NAME",
    "18": "ZIPCODE",
    "19": "PASS",
    "20": "IP",
    "21": "BOD",
    "22": "O"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "ADDRESS": 0,
    "BOD": 21,
    "BUILDING": 1,
    "CARDISSUER": 2,
    "COORDINATE": 3,
    "DATE": 4,
    "DRIVERLICENSE": 5,
    "EMAIL": 6,
    "GENDER": 7,
    "GEO": 8,
    "IDCARD": 9,
    "IP": 20,
    "NAME": 17,
    "O": 22,
    "PASS": 19,
    "PASSPORT": 11,
    "PHONENUMBER": 12,
    "PREFIX": 13,
    "SSN": 14,
    "STREET": 15,
    "TIME": 16,
    "USERNAME": 10,
    "ZIPCODE": 18
  },
  "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",
  "torch_dtype": "float32",
  "transformers_version": "4.41.0.dev0",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 30522
}