File size: 2,637 Bytes
9a0ac90
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "_name_or_path": "FacebookAI/roberta-large",
  "_num_labels": 37,
  "architectures": [
    "RobertaForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": 0,
  "classifier_dropout": null,
  "eos_token_id": 2,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 1024,
  "id2label": {
    "0": "B-Apparatus",
    "1": "B-Chemical Compound",
    "2": "I-Algorithm",
    "3": "B-Product",
    "4": "B-Composition of Matter",
    "5": "B-Machine",
    "6": "B-Algorithm",
    "7": "B-Biotechnology",
    "8": "B-Process",
    "9": "I-Electrical Circuit",
    "10": "I-Manufacture",
    "11": "B-Electrical Circuit",
    "12": "O",
    "13": "I-Software",
    "14": "I-Composition of Matter",
    "15": "I-Pharmaceutical Formulation",
    "16": "I-System",
    "17": "I-Hardware",
    "18": "I-Biotechnology",
    "19": "B-Device",
    "20": "B-Pharmaceutical Formulation",
    "21": "I-Product",
    "22": "I-Machine",
    "23": "B-Hardware",
    "24": "B-System",
    "25": "B-Software",
    "26": "I-Device",
    "27": "B-Design",
    "28": "I-Design",
    "29": "I-Process",
    "30": "I-Chemical Compound",
    "31": "B-Method of Use",
    "32": "I-Apparatus",
    "33": "I-Method of Use",
    "34": "B-Method",
    "35": "B-Manufacture",
    "36": "I-Method"
  },
  "initializer_range": 0.02,
  "intermediate_size": 4096,
  "label2id": {
    "B-Algorithm": 6,
    "B-Apparatus": 0,
    "B-Biotechnology": 7,
    "B-Chemical Compound": 1,
    "B-Composition of Matter": 4,
    "B-Design": 27,
    "B-Device": 19,
    "B-Electrical Circuit": 11,
    "B-Hardware": 23,
    "B-Machine": 5,
    "B-Manufacture": 35,
    "B-Method": 34,
    "B-Method of Use": 31,
    "B-Pharmaceutical Formulation": 20,
    "B-Process": 8,
    "B-Product": 3,
    "B-Software": 25,
    "B-System": 24,
    "I-Algorithm": 2,
    "I-Apparatus": 32,
    "I-Biotechnology": 18,
    "I-Chemical Compound": 30,
    "I-Composition of Matter": 14,
    "I-Design": 28,
    "I-Device": 26,
    "I-Electrical Circuit": 9,
    "I-Hardware": 17,
    "I-Machine": 22,
    "I-Manufacture": 10,
    "I-Method": 36,
    "I-Method of Use": 33,
    "I-Pharmaceutical Formulation": 15,
    "I-Process": 29,
    "I-Product": 21,
    "I-Software": 13,
    "I-System": 16,
    "O": 12
  },
  "layer_norm_eps": 1e-05,
  "max_position_embeddings": 514,
  "model_type": "roberta",
  "num_attention_heads": 16,
  "num_hidden_layers": 24,
  "pad_token_id": 1,
  "position_embedding_type": "absolute",
  "torch_dtype": "float32",
  "transformers_version": "4.43.1",
  "type_vocab_size": 1,
  "use_cache": true,
  "vocab_size": 50265
}