Hugging Face's logo

Mercity
/
PII-NER-DebertaV3

Safetensors
deberta-v2
Model card Files
xet
Community
Rishik001 commited on
Commit
0c4a0ea
·
verified ·
1 Parent(s): 07556c5

Upload folder using huggingface_hub

Browse files
Files changed (3) hide show
  1. .ipynb_checkpoints/config-checkpoint.json +125 -0
  2. config.json +125 -0
  3. model.safetensors +3 -0
.ipynb_checkpoints/config-checkpoint.json ADDED
@@ -0,0 +1,125 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "architectures": [
3
+ "DebertaV2ForTokenClassification"
4
+ ],
5
+ "attention_probs_dropout_prob": 0.1,
6
+ "bos_token_id": null,
7
+ "dtype": "float16",
8
+ "eos_token_id": null,
9
+ "hidden_act": "gelu",
10
+ "hidden_dropout_prob": 0.1,
11
+ "hidden_size": 1024,
12
+ "id2label": {
13
+ "0": "B-AWS_ACCESS_KEY",
14
+ "1": "B-BANK_ROUTING_NUMBER",
15
+ "2": "B-BBAN",
16
+ "3": "B-CREDIT_CARD",
17
+ "4": "B-DATE_OF_BIRTH",
18
+ "5": "B-EMAIL",
19
+ "6": "B-HEALTH_INSURANCE_NUMBER",
20
+ "7": "B-IBAN",
21
+ "8": "B-INDIA_PAN",
22
+ "9": "B-IP_ADDRESS",
23
+ "10": "B-LICENSE_PLATE",
24
+ "11": "B-MEDICAL_RECORD_NUMBER",
25
+ "12": "B-PHONE",
26
+ "13": "B-SWIFT",
27
+ "14": "B-US_BANK_ACCOUNT",
28
+ "15": "B-US_DRIVERS_LICENSE",
29
+ "16": "B-US_ITIN",
30
+ "17": "B-US_PASSPORT",
31
+ "18": "B-US_SSN",
32
+ "19": "B-VEHICLE_VIN",
33
+ "20": "I-AWS_ACCESS_KEY",
34
+ "21": "I-BANK_ROUTING_NUMBER",
35
+ "22": "I-BBAN",
36
+ "23": "I-CREDIT_CARD",
37
+ "24": "I-DATE_OF_BIRTH",
38
+ "25": "I-EMAIL",
39
+ "26": "I-HEALTH_INSURANCE_NUMBER",
40
+ "27": "I-IBAN",
41
+ "28": "I-INDIA_PAN",
42
+ "29": "I-IP_ADDRESS",
43
+ "30": "I-LICENSE_PLATE",
44
+ "31": "I-MEDICAL_RECORD_NUMBER",
45
+ "32": "I-PHONE",
46
+ "33": "I-SWIFT",
47
+ "34": "I-US_BANK_ACCOUNT",
48
+ "35": "I-US_DRIVERS_LICENSE",
49
+ "36": "I-US_ITIN",
50
+ "37": "I-US_PASSPORT",
51
+ "38": "I-US_SSN",
52
+ "39": "I-VEHICLE_VIN",
53
+ "40": "O"
54
+ },
55
+ "initializer_range": 0.02,
56
+ "intermediate_size": 4096,
57
+ "label2id": {
58
+ "B-AWS_ACCESS_KEY": 0,
59
+ "B-BANK_ROUTING_NUMBER": 1,
60
+ "B-BBAN": 2,
61
+ "B-CREDIT_CARD": 3,
62
+ "B-DATE_OF_BIRTH": 4,
63
+ "B-EMAIL": 5,
64
+ "B-HEALTH_INSURANCE_NUMBER": 6,
65
+ "B-IBAN": 7,
66
+ "B-INDIA_PAN": 8,
67
+ "B-IP_ADDRESS": 9,
68
+ "B-LICENSE_PLATE": 10,
69
+ "B-MEDICAL_RECORD_NUMBER": 11,
70
+ "B-PHONE": 12,
71
+ "B-SWIFT": 13,
72
+ "B-US_BANK_ACCOUNT": 14,
73
+ "B-US_DRIVERS_LICENSE": 15,
74
+ "B-US_ITIN": 16,
75
+ "B-US_PASSPORT": 17,
76
+ "B-US_SSN": 18,
77
+ "B-VEHICLE_VIN": 19,
78
+ "I-AWS_ACCESS_KEY": 20,
79
+ "I-BANK_ROUTING_NUMBER": 21,
80
+ "I-BBAN": 22,
81
+ "I-CREDIT_CARD": 23,
82
+ "I-DATE_OF_BIRTH": 24,
83
+ "I-EMAIL": 25,
84
+ "I-HEALTH_INSURANCE_NUMBER": 26,
85
+ "I-IBAN": 27,
86
+ "I-INDIA_PAN": 28,
87
+ "I-IP_ADDRESS": 29,
88
+ "I-LICENSE_PLATE": 30,
89
+ "I-MEDICAL_RECORD_NUMBER": 31,
90
+ "I-PHONE": 32,
91
+ "I-SWIFT": 33,
92
+ "I-US_BANK_ACCOUNT": 34,
93
+ "I-US_DRIVERS_LICENSE": 35,
94
+ "I-US_ITIN": 36,
95
+ "I-US_PASSPORT": 37,
96
+ "I-US_SSN": 38,
97
+ "I-VEHICLE_VIN": 39,
98
+ "O": 40
99
+ },
100
+ "layer_norm_eps": 1e-07,
101
+ "legacy": true,
102
+ "max_position_embeddings": 512,
103
+ "max_relative_positions": -1,
104
+ "model_type": "deberta-v2",
105
+ "norm_rel_ebd": "layer_norm",
106
+ "num_attention_heads": 16,
107
+ "num_hidden_layers": 24,
108
+ "pad_token_id": 0,
109
+ "pooler_dropout": 0,
110
+ "pooler_hidden_act": "gelu",
111
+ "pooler_hidden_size": 1024,
112
+ "pos_att_type": [
113
+ "p2c",
114
+ "c2p"
115
+ ],
116
+ "position_biased_input": false,
117
+ "position_buckets": 256,
118
+ "relative_attention": true,
119
+ "share_att_key": true,
120
+ "tie_word_embeddings": true,
121
+ "transformers_version": "5.0.0",
122
+ "type_vocab_size": 0,
123
+ "use_cache": false,
124
+ "vocab_size": 128100
125
+ }
config.json ADDED
@@ -0,0 +1,125 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "architectures": [
3
+ "DebertaV2ForTokenClassification"
4
+ ],
5
+ "attention_probs_dropout_prob": 0.1,
6
+ "bos_token_id": null,
7
+ "dtype": "float16",
8
+ "eos_token_id": null,
9
+ "hidden_act": "gelu",
10
+ "hidden_dropout_prob": 0.1,
11
+ "hidden_size": 1024,
12
+ "id2label": {
13
+ "0": "B-AWS_ACCESS_KEY",
14
+ "1": "B-BANK_ROUTING_NUMBER",
15
+ "2": "B-BBAN",
16
+ "3": "B-CREDIT_CARD",
17
+ "4": "B-DATE_OF_BIRTH",
18
+ "5": "B-EMAIL",
19
+ "6": "B-HEALTH_INSURANCE_NUMBER",
20
+ "7": "B-IBAN",
21
+ "8": "B-INDIA_PAN",
22
+ "9": "B-IP_ADDRESS",
23
+ "10": "B-LICENSE_PLATE",
24
+ "11": "B-MEDICAL_RECORD_NUMBER",
25
+ "12": "B-PHONE",
26
+ "13": "B-SWIFT",
27
+ "14": "B-US_BANK_ACCOUNT",
28
+ "15": "B-US_DRIVERS_LICENSE",
29
+ "16": "B-US_ITIN",
30
+ "17": "B-US_PASSPORT",
31
+ "18": "B-US_SSN",
32
+ "19": "B-VEHICLE_VIN",
33
+ "20": "I-AWS_ACCESS_KEY",
34
+ "21": "I-BANK_ROUTING_NUMBER",
35
+ "22": "I-BBAN",
36
+ "23": "I-CREDIT_CARD",
37
+ "24": "I-DATE_OF_BIRTH",
38
+ "25": "I-EMAIL",
39
+ "26": "I-HEALTH_INSURANCE_NUMBER",
40
+ "27": "I-IBAN",
41
+ "28": "I-INDIA_PAN",
42
+ "29": "I-IP_ADDRESS",
43
+ "30": "I-LICENSE_PLATE",
44
+ "31": "I-MEDICAL_RECORD_NUMBER",
45
+ "32": "I-PHONE",
46
+ "33": "I-SWIFT",
47
+ "34": "I-US_BANK_ACCOUNT",
48
+ "35": "I-US_DRIVERS_LICENSE",
49
+ "36": "I-US_ITIN",
50
+ "37": "I-US_PASSPORT",
51
+ "38": "I-US_SSN",
52
+ "39": "I-VEHICLE_VIN",
53
+ "40": "O"
54
+ },
55
+ "initializer_range": 0.02,
56
+ "intermediate_size": 4096,
57
+ "label2id": {
58
+ "B-AWS_ACCESS_KEY": 0,
59
+ "B-BANK_ROUTING_NUMBER": 1,
60
+ "B-BBAN": 2,
61
+ "B-CREDIT_CARD": 3,
62
+ "B-DATE_OF_BIRTH": 4,
63
+ "B-EMAIL": 5,
64
+ "B-HEALTH_INSURANCE_NUMBER": 6,
65
+ "B-IBAN": 7,
66
+ "B-INDIA_PAN": 8,
67
+ "B-IP_ADDRESS": 9,
68
+ "B-LICENSE_PLATE": 10,
69
+ "B-MEDICAL_RECORD_NUMBER": 11,
70
+ "B-PHONE": 12,
71
+ "B-SWIFT": 13,
72
+ "B-US_BANK_ACCOUNT": 14,
73
+ "B-US_DRIVERS_LICENSE": 15,
74
+ "B-US_ITIN": 16,
75
+ "B-US_PASSPORT": 17,
76
+ "B-US_SSN": 18,
77
+ "B-VEHICLE_VIN": 19,
78
+ "I-AWS_ACCESS_KEY": 20,
79
+ "I-BANK_ROUTING_NUMBER": 21,
80
+ "I-BBAN": 22,
81
+ "I-CREDIT_CARD": 23,
82
+ "I-DATE_OF_BIRTH": 24,
83
+ "I-EMAIL": 25,
84
+ "I-HEALTH_INSURANCE_NUMBER": 26,
85
+ "I-IBAN": 27,
86
+ "I-INDIA_PAN": 28,
87
+ "I-IP_ADDRESS": 29,
88
+ "I-LICENSE_PLATE": 30,
89
+ "I-MEDICAL_RECORD_NUMBER": 31,
90
+ "I-PHONE": 32,
91
+ "I-SWIFT": 33,
92
+ "I-US_BANK_ACCOUNT": 34,
93
+ "I-US_DRIVERS_LICENSE": 35,
94
+ "I-US_ITIN": 36,
95
+ "I-US_PASSPORT": 37,
96
+ "I-US_SSN": 38,
97
+ "I-VEHICLE_VIN": 39,
98
+ "O": 40
99
+ },
100
+ "layer_norm_eps": 1e-07,
101
+ "legacy": true,
102
+ "max_position_embeddings": 512,
103
+ "max_relative_positions": -1,
104
+ "model_type": "deberta-v2",
105
+ "norm_rel_ebd": "layer_norm",
106
+ "num_attention_heads": 16,
107
+ "num_hidden_layers": 24,
108
+ "pad_token_id": 0,
109
+ "pooler_dropout": 0,
110
+ "pooler_hidden_act": "gelu",
111
+ "pooler_hidden_size": 1024,
112
+ "pos_att_type": [
113
+ "p2c",
114
+ "c2p"
115
+ ],
116
+ "position_biased_input": false,
117
+ "position_buckets": 256,
118
+ "relative_attention": true,
119
+ "share_att_key": true,
120
+ "tie_word_embeddings": true,
121
+ "transformers_version": "5.0.0",
122
+ "type_vocab_size": 0,
123
+ "use_cache": false,
124
+ "vocab_size": 128100
125
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c61eb465fa9a44a8783232baf146b69d0d6030782413e447f50d69ac9595fa2a
3
+ size 868156882