Hugging Face's logo

annaadar
/
MedTextBERT

Text Classification
Safetensors
Hebrew
bert
hebrew
medical
Model card Files
xet
 Community
MedTextBERT
File size: 2,081 Bytes
0ed8e77
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "add_cross_attention": false,
  "architectures": [
    "BertForSequenceClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": null,
  "classifier_dropout": null,
  "dtype": "float32",
  "eos_token_id": null,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "administration_general",
    "1": "cardiology",
    "2": "cardiology_procedures",
    "3": "dermatology",
    "4": "diabetes_endocrinology",
    "5": "emergency_medicine",
    "6": "family_medicine",
    "7": "gastroenterology",
    "8": "geriatrics_rehabilitation",
    "9": "gynecology",
    "10": "hematology",
    "11": "imaging",
    "12": "infections_inflammation",
    "13": "lab_results",
    "14": "neurology",
    "15": "oncology",
    "16": "orthopedics",
    "17": "pathology",
    "18": "pediatrics",
    "19": "pharmacy",
    "20": "psychiatry",
    "21": "pulmonology",
    "22": "surgery",
    "23": "urology"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "is_decoder": false,
  "label2id": {
    "administration_general": 0,
    "cardiology": 1,
    "cardiology_procedures": 2,
    "dermatology": 3,
    "diabetes_endocrinology": 4,
    "emergency_medicine": 5,
    "family_medicine": 6,
    "gastroenterology": 7,
    "geriatrics_rehabilitation": 8,
    "gynecology": 9,
    "hematology": 10,
    "imaging": 11,
    "infections_inflammation": 12,
    "lab_results": 13,
    "neurology": 14,
    "oncology": 15,
    "orthopedics": 16,
    "pathology": 17,
    "pediatrics": 18,
    "pharmacy": 19,
    "psychiatry": 20,
    "pulmonology": 21,
    "surgery": 22,
    "urology": 23
  },
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "position_embedding_type": "absolute",
  "problem_type": "single_label_classification",
  "tie_word_embeddings": true,
  "transformers_version": "5.0.0",
  "type_vocab_size": 1,
  "use_cache": false,
  "vocab_size": 52000
}