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bert-educational-tagger

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bert-educational-tagger
File size: 3,181 Bytes
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{
  "_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": "Data Structures",
    "1": "Writing",
    "2": "Political Science",
    "3": "Geometry",
    "4": "Engineering",
    "5": "Philosophy",
    "6": "Business Studies",
    "7": "Vocabulary",
    "8": "Biology",
    "9": "World History",
    "10": "Trigonometry",
    "11": "Astronomy",
    "12": "Programming",
    "13": "History",
    "14": "Social Studies",
    "15": "Statistics",
    "16": "Language Arts",
    "17": "Art History",
    "18": "Psychology",
    "19": "Health Education",
    "20": "Architecture",
    "21": "Poetry",
    "22": "Prose",
    "23": "Earth Science",
    "24": "Fiction",
    "25": "Non-fiction",
    "26": "American History",
    "27": "Grammar",
    "28": "Algorithms",
    "29": "Entrepreneurship",
    "30": "Sociology",
    "31": "Algebra",
    "32": "Technology",
    "33": "Computer Science",
    "34": "Marketing",
    "35": "Environmental Science",
    "36": "Literature",
    "37": "Reading Comprehension",
    "38": "Physical Education",
    "39": "Calculus",
    "40": "Mathematics",
    "41": "Music Theory",
    "42": "Current Events / News",
    "43": "Finance",
    "44": "Economics",
    "45": "Physics",
    "46": "Ethics",
    "47": "Chemistry",
    "48": "Geography",
    "49": "European History"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "Computer Science": 0,
    "Philosophy": 1,
    "Algorithms": 2,
    "Non-fiction": 3,
    "Trigonometry": 4,
    "Calculus": 5,
    "Language Arts": 6,
    "Writing": 7,
    "Physics": 8,
    "Marketing": 9,
    "Art History": 10,
    "History": 11,
    "Geometry": 12,
    "Social Studies": 13,
    "Chemistry": 14,
    "Geography": 15,
    "Literature": 16,
    "Music Theory": 17,
    "Political Science": 18,
    "Engineering": 19,
    "Finance": 20,
    "Entrepreneurship": 21,
    "Algebra": 22,
    "Technology": 23,
    "Statistics": 24,
    "Mathematics": 25,
    "European History": 26,
    "World History": 27,
    "Reading Comprehension": 28,
    "American History": 29,
    "Earth Science": 30,
    "Physical Education": 31,
    "Ethics": 32,
    "Architecture": 33,
    "Data Structures": 34,
    "Business Studies": 35,
    "Astronomy": 36,
    "Psychology": 37,
    "Fiction": 38,
    "Sociology": 39,
    "Vocabulary": 40,
    "Current Events / News": 41,
    "Prose": 42,
    "Environmental Science": 43,
    "Poetry": 44,
    "Economics": 45,
    "Biology": 46,
    "Health Education": 47,
    "Programming": 48,
    "Grammar": 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": "single_label_classification",
  "torch_dtype": "float32",
  "transformers_version": "4.38.2",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 30522
}