Hugging Face's logo

am-infoweb
/
mrr_class_test_07_08

Text Classification
Transformers
PyTorch
longformer
Generated from Trainer
Inference Endpoints
Model card Files Community
1
mrr_class_test_07_08
File size: 2,421 Bytes 
c78c234
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "_name_or_path": "allenai/longformer-base-4096",
  "architectures": [
    "LongformerForSequenceClassification"
  ],
  "attention_mode": "longformer",
  "attention_probs_dropout_prob": 0.1,
  "attention_window": [
    512,
    512,
    512,
    512,
    512,
    512,
    512,
    512,
    512,
    512,
    512,
    512
  ],
  "bos_token_id": 0,
  "eos_token_id": 2,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "medical_emergency_dept",
    "1": "billing",
    "2": "medical_office_visit",
    "3": "medical_follow_up",
    "4": "medical_medication",
    "5": "medical_history_and_physical",
    "6": "medical_consultation",
    "7": "medical_clinical_coding_summary",
    "8": "medical_diagnostics",
    "9": "medical_lab_reports",
    "10": "medical_operative_reports",
    "11": "deposition_records",
    "12": "medical_clinical_orders",
    "13": "medical_clinical_record",
    "14": "subpoena",
    "15": "other",
    "16": "blank",
    "17": "claim_documents",
    "18": "medical_procedure",
    "19": "medical_discharge_summary",
    "20": "letter_from_insurance",
    "21": "illegible_page",
    "22": "medical_physical_therapy"
  },
  "ignore_attention_mask": false,
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "billing": 1,
    "blank": 16,
    "claim_documents": 17,
    "deposition_records": 11,
    "illegible_page": 21,
    "letter_from_insurance": 20,
    "medical_clinical_coding_summary": 7,
    "medical_clinical_orders": 12,
    "medical_clinical_record": 13,
    "medical_consultation": 6,
    "medical_diagnostics": 8,
    "medical_discharge_summary": 19,
    "medical_emergency_dept": 0,
    "medical_follow_up": 3,
    "medical_history_and_physical": 5,
    "medical_lab_reports": 9,
    "medical_medication": 4,
    "medical_office_visit": 2,
    "medical_operative_reports": 10,
    "medical_physical_therapy": 22,
    "medical_procedure": 18,
    "other": 15,
    "subpoena": 14
  },
  "layer_norm_eps": 1e-05,
  "max_position_embeddings": 4098,
  "model_type": "longformer",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "onnx_export": false,
  "pad_token_id": 1,
  "problem_type": "single_label_classification",
  "sep_token_id": 2,
  "torch_dtype": "float32",
  "transformers_version": "4.32.0.dev0",
  "type_vocab_size": 1,
  "vocab_size": 50265
}