Hugging Face's logo

jpino
/
layoutlmv3-finetuned-registros_v3

Token Classification
Transformers
PyTorch
TensorBoard
layoutlmv3
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Metrics Community
1
layoutlmv3-finetuned-registros_v3
File size: 3,488 Bytes 
1120376
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "_name_or_path": "microsoft/layoutlmv3-base",
  "architectures": [
    "LayoutLMv3ForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": 0,
  "classifier_dropout": null,
  "coordinate_size": 128,
  "eos_token_id": 2,
  "has_relative_attention_bias": true,
  "has_spatial_attention_bias": true,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "B-REG_CIV_BIRTHDATE",
    "1": "B-REG_CIV_BLOOD",
    "2": "B-REG_CIV_CITYBD",
    "3": "B-REG_CIV_CLIN",
    "4": "B-REG_CIV_COUNTRYBD",
    "5": "B-REG_CIV_DAD_LASTNAME",
    "6": "B-REG_CIV_DADLUGEXP",
    "7": "B-REG_CIV_DADNAC",
    "8": "B-REG_CIV_DADNAME",
    "9": "B-REG_CIV_DADNUMDOC",
    "10": "B-REG_CIV_DADOC",
    "11": "B-REG_CIV_DEPBD",
    "12": "B-REG_CIV_GENDER",
    "13": "B-REG_CIV_LASTNAME1",
    "14": "B-REG_CIV_LASTNAME2",
    "15": "B-REG_CIV_MAMDOC",
    "16": "B-REG_CIV_MAM_LASTNAME",
    "17": "B-REG_CIV_MAMLUGEXP",
    "18": "B-REG_CIV_MAMNAC",
    "19": "B-REG_CIV_MAMNAME",
    "20": "B-REG_CIV_MAMNUMDOC",
    "21": "B-REG_CIV_NAME",
    "22": "B-REG_CIV_NUIP",
    "23": "B-REG_CIV_REGDATE",
    "24": "B-REG_CIV_RH",
    "25": "B-REG_CIV_SERIAL",
    "26": "I-REG_CIV_BIRTHDATE",
    "27": "I-REG_CIV_CITYBD",
    "28": "I-REG_CIV_CLIN",
    "29": "I-REG_CIV_DAD_LASTNAME",
    "30": "I-REG_CIV_DADLUGEXP",
    "31": "I-REG_CIV_DADNAME",
    "32": "I-REG_CIV_DADOC",
    "33": "I-REG_CIV_DEPBD",
    "34": "I-REG_CIV_MAMDOC",
    "35": "I-REG_CIV_MAM_LASTNAME",
    "36": "I-REG_CIV_MAMLUGEXP",
    "37": "I-REG_CIV_MAMNAME",
    "38": "I-REG_CIV_NAME",
    "39": "I-REG_CIV_REGDATE",
    "40": "O"
  },
  "initializer_range": 0.02,
  "input_size": 224,
  "intermediate_size": 3072,
  "label2id": {
    "B-REG_CIV_BIRTHDATE": 0,
    "B-REG_CIV_BLOOD": 1,
    "B-REG_CIV_CITYBD": 2,
    "B-REG_CIV_CLIN": 3,
    "B-REG_CIV_COUNTRYBD": 4,
    "B-REG_CIV_DADLUGEXP": 6,
    "B-REG_CIV_DADNAC": 7,
    "B-REG_CIV_DADNAME": 8,
    "B-REG_CIV_DADNUMDOC": 9,
    "B-REG_CIV_DADOC": 10,
    "B-REG_CIV_DAD_LASTNAME": 5,
    "B-REG_CIV_DEPBD": 11,
    "B-REG_CIV_GENDER": 12,
    "B-REG_CIV_LASTNAME1": 13,
    "B-REG_CIV_LASTNAME2": 14,
    "B-REG_CIV_MAMDOC": 15,
    "B-REG_CIV_MAMLUGEXP": 17,
    "B-REG_CIV_MAMNAC": 18,
    "B-REG_CIV_MAMNAME": 19,
    "B-REG_CIV_MAMNUMDOC": 20,
    "B-REG_CIV_MAM_LASTNAME": 16,
    "B-REG_CIV_NAME": 21,
    "B-REG_CIV_NUIP": 22,
    "B-REG_CIV_REGDATE": 23,
    "B-REG_CIV_RH": 24,
    "B-REG_CIV_SERIAL": 25,
    "I-REG_CIV_BIRTHDATE": 26,
    "I-REG_CIV_CITYBD": 27,
    "I-REG_CIV_CLIN": 28,
    "I-REG_CIV_DADLUGEXP": 30,
    "I-REG_CIV_DADNAME": 31,
    "I-REG_CIV_DADOC": 32,
    "I-REG_CIV_DAD_LASTNAME": 29,
    "I-REG_CIV_DEPBD": 33,
    "I-REG_CIV_MAMDOC": 34,
    "I-REG_CIV_MAMLUGEXP": 36,
    "I-REG_CIV_MAMNAME": 37,
    "I-REG_CIV_MAM_LASTNAME": 35,
    "I-REG_CIV_NAME": 38,
    "I-REG_CIV_REGDATE": 39,
    "O": 40
  },
  "layer_norm_eps": 1e-05,
  "max_2d_position_embeddings": 1024,
  "max_position_embeddings": 514,
  "max_rel_2d_pos": 256,
  "max_rel_pos": 128,
  "model_type": "layoutlmv3",
  "num_attention_heads": 12,
  "num_channels": 3,
  "num_hidden_layers": 12,
  "pad_token_id": 1,
  "patch_size": 16,
  "rel_2d_pos_bins": 64,
  "rel_pos_bins": 32,
  "second_input_size": 112,
  "shape_size": 128,
  "text_embed": true,
  "torch_dtype": "float32",
  "transformers_version": "4.29.2",
  "type_vocab_size": 1,
  "visual_embed": true,
  "vocab_size": 50265
}