File size: 4,005 Bytes
d1ddca2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
{
  "architectures": [
    "DebertaV2ForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": null,
  "dtype": "float32",
  "eos_token_id": null,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "O",
    "1": "B-address",
    "2": "I-address",
    "3": "B-api_key",
    "4": "I-api_key",
    "5": "B-bank_account",
    "6": "I-bank_account",
    "7": "B-card_expiry",
    "8": "I-card_expiry",
    "9": "B-credit_card",
    "10": "I-credit_card",
    "11": "B-customer_id",
    "12": "I-customer_id",
    "13": "B-cvv",
    "14": "I-cvv",
    "15": "B-date_of_birth",
    "16": "I-date_of_birth",
    "17": "B-device_id",
    "18": "I-device_id",
    "19": "B-diagnosis",
    "20": "I-diagnosis",
    "21": "B-email",
    "22": "I-email",
    "23": "B-employee_id",
    "24": "I-employee_id",
    "25": "B-health_plan_id",
    "26": "I-health_plan_id",
    "27": "B-iban",
    "28": "I-iban",
    "29": "B-ip_address",
    "30": "I-ip_address",
    "31": "B-licence_number",
    "32": "I-licence_number",
    "33": "B-license_plate",
    "34": "I-license_plate",
    "35": "B-medical_record_number",
    "36": "I-medical_record_number",
    "37": "B-medication",
    "38": "I-medication",
    "39": "B-national_id",
    "40": "I-national_id",
    "41": "B-passport",
    "42": "I-passport",
    "43": "B-person_name",
    "44": "I-person_name",
    "45": "B-phone",
    "46": "I-phone",
    "47": "B-provider_name",
    "48": "I-provider_name",
    "49": "B-routing_number",
    "50": "I-routing_number",
    "51": "B-tax_id",
    "52": "I-tax_id",
    "53": "B-ticket_id",
    "54": "I-ticket_id",
    "55": "B-transaction_id",
    "56": "I-transaction_id",
    "57": "B-username",
    "58": "I-username",
    "59": "B-visit_date",
    "60": "I-visit_date"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "B-address": 1,
    "B-api_key": 3,
    "B-bank_account": 5,
    "B-card_expiry": 7,
    "B-credit_card": 9,
    "B-customer_id": 11,
    "B-cvv": 13,
    "B-date_of_birth": 15,
    "B-device_id": 17,
    "B-diagnosis": 19,
    "B-email": 21,
    "B-employee_id": 23,
    "B-health_plan_id": 25,
    "B-iban": 27,
    "B-ip_address": 29,
    "B-licence_number": 31,
    "B-license_plate": 33,
    "B-medical_record_number": 35,
    "B-medication": 37,
    "B-national_id": 39,
    "B-passport": 41,
    "B-person_name": 43,
    "B-phone": 45,
    "B-provider_name": 47,
    "B-routing_number": 49,
    "B-tax_id": 51,
    "B-ticket_id": 53,
    "B-transaction_id": 55,
    "B-username": 57,
    "B-visit_date": 59,
    "I-address": 2,
    "I-api_key": 4,
    "I-bank_account": 6,
    "I-card_expiry": 8,
    "I-credit_card": 10,
    "I-customer_id": 12,
    "I-cvv": 14,
    "I-date_of_birth": 16,
    "I-device_id": 18,
    "I-diagnosis": 20,
    "I-email": 22,
    "I-employee_id": 24,
    "I-health_plan_id": 26,
    "I-iban": 28,
    "I-ip_address": 30,
    "I-licence_number": 32,
    "I-license_plate": 34,
    "I-medical_record_number": 36,
    "I-medication": 38,
    "I-national_id": 40,
    "I-passport": 42,
    "I-person_name": 44,
    "I-phone": 46,
    "I-provider_name": 48,
    "I-routing_number": 50,
    "I-tax_id": 52,
    "I-ticket_id": 54,
    "I-transaction_id": 56,
    "I-username": 58,
    "I-visit_date": 60,
    "O": 0
  },
  "layer_norm_eps": 1e-07,
  "legacy": true,
  "max_position_embeddings": 512,
  "max_relative_positions": -1,
  "model_type": "deberta-v2",
  "norm_rel_ebd": "layer_norm",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "pooler_dropout": 0,
  "pooler_hidden_act": "gelu",
  "pooler_hidden_size": 768,
  "pos_att_type": [
    "p2c",
    "c2p"
  ],
  "position_biased_input": false,
  "position_buckets": 256,
  "relative_attention": true,
  "share_att_key": true,
  "tie_word_embeddings": true,
  "transformers_version": "5.2.0",
  "type_vocab_size": 0,
  "use_cache": false,
  "vocab_size": 128100
}