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biobert-medical-specialities

Text Classification
Safetensors
English
bert
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Files changed (7) hide show
  1. config.json +99 -0
  2. model.safetensors +3 -0
  3. special_tokens_map.json +7 -0
  4. tokenizer.json +0 -0
  5. tokenizer_config.json +58 -0
  6. training_args.bin +3 -0
  7. vocab.txt +0 -0
config.json ADDED
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+ {
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+ "architectures": [
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+ "BertForSequenceClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.1,
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+ "classifier_dropout": null,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "Allergy",
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+ "1": "Anatomy",
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+ "2": "Anesthesiology",
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+ "3": "Biochemistry",
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+ "4": "Cardiology",
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+ "5": "Chemistry",
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+ "6": "Dermatology",
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+ "7": "Emergency",
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+ "8": "Endocrinology",
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+ "9": "Gastroenterology",
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+ "10": "Genetics",
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+ "11": "Geriatrics",
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+ "12": "Gynecology",
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+ "13": "Hematology",
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+ "14": "Microbiology",
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+ "15": "Nephrology",
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+ "16": "Neurology",
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+ "17": "Nursing",
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+ "18": "Obstetrics",
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+ "19": "Odontology",
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+ "20": "Oncology",
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+ "21": "Ophthalmology",
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+ "22": "Orthopedics",
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+ "23": "Otorhinolaryngology",
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+ "24": "Pathology",
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+ "25": "Pediatrics",
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+ "26": "Pharmacology",
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+ "27": "Physiology",
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+ "28": "Psychiatry",
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+ "29": "Psychology",
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+ "30": "Radiology",
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+ "31": "Respiratory",
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+ "32": "Rheumatology",
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+ "33": "Surgery",
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+ "34": "Urology"
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+ },
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+ "initializer_range": 0.02,
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+ "Allergy": 0,
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+ "Dermatology": 6,
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+ "Gastroenterology": 9,
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+ "Genetics": 10,
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+ "Geriatrics": 11,
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+ "Gynecology": 12,
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+ "Hematology": 13,
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+ "Microbiology": 14,
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+ "Nephrology": 15,
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+ "Neurology": 16,
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+ "Nursing": 17,
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+ "Obstetrics": 18,
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+ "Odontology": 19,
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+ "Oncology": 20,
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+ "Ophthalmology": 21,
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+ "Orthopedics": 22,
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+ "Otorhinolaryngology": 23,
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+ "Pathology": 24,
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+ "Pediatrics": 25,
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+ "Pharmacology": 26,
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+ "Physiology": 27,
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+ "Psychiatry": 28,
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+ "Psychology": 29,
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+ "Radiology": 30,
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+ "Respiratory": 31,
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+ "Rheumatology": 32,
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+ "Surgery": 33,
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+ "Urology": 34
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+ },
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+ "layer_norm_eps": 1e-12,
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+ "max_position_embeddings": 512,
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+ "model_type": "bert",
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+ "num_attention_heads": 12,
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+ "num_hidden_layers": 12,
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+ "pad_token_id": 0,
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+ "position_embedding_type": "absolute",
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+ "problem_type": "single_label_classification",
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.52.3",
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+ "type_vocab_size": 2,
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+ "use_cache": true,
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+ }
model.safetensors ADDED
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special_tokens_map.json ADDED
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tokenizer.json ADDED
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tokenizer_config.json ADDED
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+ "clean_up_tokenization_spaces": true,
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+ "cls_token": "[CLS]",
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+ "do_basic_tokenize": true,
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+ "do_lower_case": true,
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+ "extra_special_tokens": {},
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+ "pad_token": "[PAD]",
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+ "tokenize_chinese_chars": true,
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+ "tokenizer_class": "BertTokenizer",
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training_args.bin ADDED
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vocab.txt ADDED
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