Hugging Face's logo

eloi-goncalves
/
handsfree-commands-ner

Token Classification
Transformers
TensorFlow
bert
generated_from_keras_callback
Inference Endpoints
Model card Files Community
handsfree-commands-ner
File size: 2,502 Bytes 
83310dc
 
 
 
 
 
 
 
 
 
 
 
 
8d42f28
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
83310dc
 
 
 
8d42f28
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
83310dc
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8d42f28
83310dc
 
 
 
 
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
 
{
  "_name_or_path": "neuralmind/bert-base-portuguese-cased",
  "architectures": [
    "BertForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": null,
  "directionality": "bidi",
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "O",
    "1": "B-MACRO_NAME",
    "2": "I-MACRO_NAME",
    "3": "B-ROUTINE_NAME",
    "4": "I-ROUTINE_NAME",
    "5": "B-SHOWME_SPECIFIC_VITALS_MODAL",
    "6": "I-SHOWME_SPECIFIC_VITALS_MODAL",
    "7": "B-SUBMIT_CONTEXT",
    "8": "I-SUBMIT_CONTEXT",
    "9": "B-UNIT_NAME",
    "10": "I-UNIT_NAME",
    "11": "B-GO_TO_LOCATION",
    "12": "I-GO_TO_LOCATION",
    "13": "B-ORDER_ITEM",
    "14": "I-ORDER_ITEM",
    "15": "B-PATIENT_NAME",
    "16": "I-PATIENT_NAME",
    "17": "B-CLINICAL_NOTE",
    "18": "I-CLINICAL_NOTE",
    "19": "B-TEMPLATE_NAME",
    "20": "I-TEMPLATE_NAME",
    "21": "B-SHOWME_SPECIFIC_LABRESULTS_MODAL",
    "22": "I-SHOWME_SPECIFIC_LABRESULTS_MODAL",
    "23": "B-SHOWME_SPECIFIC_SCORE_MODAL",
    "24": "I-SHOWME_SPECIFIC_SCORE_MODAL",
    "25": "B-PROTOCOL_NAME",
    "26": "I-PROTOCOL_NAME"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "B-CLINICAL_NOTE": 17,
    "B-GO_TO_LOCATION": 11,
    "B-MACRO_NAME": 1,
    "B-ORDER_ITEM": 13,
    "B-PATIENT_NAME": 15,
    "B-PROTOCOL_NAME": 25,
    "B-ROUTINE_NAME": 3,
    "B-SHOWME_SPECIFIC_LABRESULTS_MODAL": 21,
    "B-SHOWME_SPECIFIC_SCORE_MODAL": 23,
    "B-SHOWME_SPECIFIC_VITALS_MODAL": 5,
    "B-SUBMIT_CONTEXT": 7,
    "B-TEMPLATE_NAME": 19,
    "B-UNIT_NAME": 9,
    "I-CLINICAL_NOTE": 18,
    "I-GO_TO_LOCATION": 12,
    "I-MACRO_NAME": 2,
    "I-ORDER_ITEM": 14,
    "I-PATIENT_NAME": 16,
    "I-PROTOCOL_NAME": 26,
    "I-ROUTINE_NAME": 4,
    "I-SHOWME_SPECIFIC_LABRESULTS_MODAL": 22,
    "I-SHOWME_SPECIFIC_SCORE_MODAL": 24,
    "I-SHOWME_SPECIFIC_VITALS_MODAL": 6,
    "I-SUBMIT_CONTEXT": 8,
    "I-TEMPLATE_NAME": 20,
    "I-UNIT_NAME": 10,
    "O": 0
  },
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "output_past": true,
  "pad_token_id": 0,
  "pooler_fc_size": 768,
  "pooler_num_attention_heads": 12,
  "pooler_num_fc_layers": 3,
  "pooler_size_per_head": 128,
  "pooler_type": "first_token_transform",
  "position_embedding_type": "absolute",
  "transformers_version": "4.35.0",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 29794
}