Hugging Face's logo

C4Scale
/
deberta-v3-base_finetuned_bluegennx_run2.6

Token Classification
Transformers
Safetensors
deberta-v2
Generated from Trainer
Inference Endpoints
Model card Files Community
deberta-v3-base_finetuned_bluegennx_run2.6
File size: 2,977 Bytes 
2a6c082
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "_name_or_path": "microsoft/deberta-v3-base",
  "architectures": [
    "DebertaV2ForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "O",
    "1": "B-CREDITCARDCVV",
    "2": "I-CREDITCARDCVV",
    "3": "B-CITY",
    "4": "I-CITY",
    "5": "B-CREDITCARDNUMBER",
    "6": "I-CREDITCARDNUMBER",
    "7": "B-PAN_CARD",
    "8": "I-PAN_CARD",
    "9": "B-PHONENUMBER",
    "10": "I-PHONENUMBER",
    "11": "B-TIME",
    "12": "I-TIME",
    "13": "B-SECONDARY_ADDRESS",
    "14": "I-SECONDARY_ADDRESS",
    "15": "B-STREET",
    "16": "I-STREET",
    "17": "B-STATE",
    "18": "I-STATE",
    "19": "B-COUNTRY",
    "20": "I-COUNTRY",
    "21": "B-ORGANIZATION",
    "22": "I-ORGANIZATION",
    "23": "B-AGE",
    "24": "I-AGE",
    "25": "B-DATEOFBIRTH",
    "26": "I-DATEOFBIRTH",
    "27": "B-URL",
    "28": "I-URL",
    "29": "B-PERSON",
    "30": "I-PERSON",
    "31": "B-DATE",
    "32": "I-DATE",
    "33": "B-AADHAR_CARD",
    "34": "I-AADHAR_CARD",
    "35": "B-US_SSN",
    "36": "I-US_SSN",
    "37": "B-EMAIL",
    "38": "I-EMAIL",
    "39": "B-CURRENCY",
    "40": "I-CURRENCY",
    "41": "B-EXPIRY_DATE",
    "42": "I-EXPIRY_DATE",
    "43": "B-CURRENCYNAME",
    "44": "I-CURRENCYNAME"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "B-AADHAR_CARD": 33,
    "B-AGE": 23,
    "B-CITY": 3,
    "B-COUNTRY": 19,
    "B-CREDITCARDCVV": 1,
    "B-CREDITCARDNUMBER": 5,
    "B-CURRENCY": 39,
    "B-CURRENCYNAME": 43,
    "B-DATE": 31,
    "B-DATEOFBIRTH": 25,
    "B-EMAIL": 37,
    "B-EXPIRY_DATE": 41,
    "B-ORGANIZATION": 21,
    "B-PAN_CARD": 7,
    "B-PERSON": 29,
    "B-PHONENUMBER": 9,
    "B-SECONDARY_ADDRESS": 13,
    "B-STATE": 17,
    "B-STREET": 15,
    "B-TIME": 11,
    "B-URL": 27,
    "B-US_SSN": 35,
    "I-AADHAR_CARD": 34,
    "I-AGE": 24,
    "I-CITY": 4,
    "I-COUNTRY": 20,
    "I-CREDITCARDCVV": 2,
    "I-CREDITCARDNUMBER": 6,
    "I-CURRENCY": 40,
    "I-CURRENCYNAME": 44,
    "I-DATE": 32,
    "I-DATEOFBIRTH": 26,
    "I-EMAIL": 38,
    "I-EXPIRY_DATE": 42,
    "I-ORGANIZATION": 22,
    "I-PAN_CARD": 8,
    "I-PERSON": 30,
    "I-PHONENUMBER": 10,
    "I-SECONDARY_ADDRESS": 14,
    "I-STATE": 18,
    "I-STREET": 16,
    "I-TIME": 12,
    "I-URL": 28,
    "I-US_SSN": 36,
    "O": 0
  },
  "layer_norm_eps": 1e-07,
  "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,
  "torch_dtype": "float32",
  "transformers_version": "4.38.2",
  "type_vocab_size": 0,
  "vocab_size": 128100
}