File size: 3,206 Bytes
323cdbd
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
128
129
130
131
132
{
  "_name_or_path": "bert-base-uncased",
  "architectures": [
    "BertForSequenceClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": null,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "Algebra",
    "1": "Arithmetic",
    "2": "Astronomy",
    "3": "Biology",
    "4": "Business",
    "5": "Chemistry",
    "6": "Communication",
    "7": "Computer Science",
    "8": "Culture",
    "9": "ESL/EFL",
    "10": "Earth Science",
    "11": "Ecology",
    "12": "Economics",
    "13": "Engineering",
    "14": "Entrepreneurship",
    "15": "Environmental Science",
    "16": "Ethics",
    "17": "Figurative Language",
    "18": "Geometry",
    "19": "Grammar",
    "20": "Health",
    "21": "History",
    "22": "Language",
    "23": "Language Arts",
    "24": "Law",
    "25": "Life Skills",
    "26": "Literary Devices",
    "27": "Literature",
    "28": "Marketing",
    "29": "Math",
    "30": "Mental Health",
    "31": "Nutrition",
    "32": "Personal Health",
    "33": "Philosophy and Theology",
    "34": "Physics",
    "35": "Problem Solving",
    "36": "Psychology",
    "37": "Relationship Skills",
    "38": "Relationships",
    "39": "Responsible Decision-making",
    "40": "Science",
    "41": "Scientific Method",
    "42": "Self-awareness",
    "43": "Self-management",
    "44": "Social Awareness",
    "45": "Social Studies",
    "46": "Social-Emotional Learning",
    "47": "Sociology",
    "48": "The Arts",
    "49": "Zoology"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "Algebra": 0,
    "Arithmetic": 1,
    "Astronomy": 2,
    "Biology": 3,
    "Business": 4,
    "Chemistry": 5,
    "Communication": 6,
    "Computer Science": 7,
    "Culture": 8,
    "ESL/EFL": 9,
    "Earth Science": 10,
    "Ecology": 11,
    "Economics": 12,
    "Engineering": 13,
    "Entrepreneurship": 14,
    "Environmental Science": 15,
    "Ethics": 16,
    "Figurative Language": 17,
    "Geometry": 18,
    "Grammar": 19,
    "Health": 20,
    "History": 21,
    "Language": 22,
    "Language Arts": 23,
    "Law": 24,
    "Life Skills": 25,
    "Literary Devices": 26,
    "Literature": 27,
    "Marketing": 28,
    "Math": 29,
    "Mental Health": 30,
    "Nutrition": 31,
    "Personal Health": 32,
    "Philosophy and Theology": 33,
    "Physics": 34,
    "Problem Solving": 35,
    "Psychology": 36,
    "Relationship Skills": 37,
    "Relationships": 38,
    "Responsible Decision-making": 39,
    "Science": 40,
    "Scientific Method": 41,
    "Self-awareness": 42,
    "Self-management": 43,
    "Social Awareness": 44,
    "Social Studies": 45,
    "Social-Emotional Learning": 46,
    "Sociology": 47,
    "The Arts": 48,
    "Zoology": 49
  },
  "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": "multi_label_classification",
  "torch_dtype": "float32",
  "transformers_version": "4.35.2",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 30522
}