medical-ner / config.json
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{
"_name_or_path": "distilbert-base-uncased",
"activation": "gelu",
"architectures": [
"DistilBertForTokenClassification"
],
"attention_dropout": 0.1,
"dim": 768,
"dropout": 0.1,
"hidden_dim": 3072,
"id2label": {
"0": "B-DISEASE",
"1": "B-DOCUMENT_TYPE",
"2": "B-DOS",
"3": "B-DOS_A",
"4": "B-DOS_D",
"5": "B-LAB",
"6": "B-MEDICINE",
"7": "B-PROCEDURE",
"8": "B-PROVIDER_INDIVIDUAL",
"9": "B-PROVIDER_ORG",
"10": "B-SECTION_HEADING",
"11": "B-SYMPTOM",
"12": "B-VISIT_TYPE",
"13": "I-DISEASE",
"14": "I-DOCUMENT_TYPE",
"15": "I-DOS",
"16": "I-DOS_A",
"17": "I-DOS_D",
"18": "I-LAB",
"19": "I-MEDICINE",
"20": "I-PROCEDURE",
"21": "I-PROVIDER_INDIVIDUAL",
"22": "I-PROVIDER_ORG",
"23": "I-SECTION_HEADING",
"24": "I-SYMPTOM",
"25": "I-VISIT_TYPE",
"26": "O"
},
"initializer_range": 0.02,
"label2id": {
"B-DISEASE": 0,
"B-DOCUMENT_TYPE": 1,
"B-DOS": 2,
"B-DOS_A": 3,
"B-DOS_D": 4,
"B-LAB": 5,
"B-MEDICINE": 6,
"B-PROCEDURE": 7,
"B-PROVIDER_INDIVIDUAL": 8,
"B-PROVIDER_ORG": 9,
"B-SECTION_HEADING": 10,
"B-SYMPTOM": 11,
"B-VISIT_TYPE": 12,
"I-DISEASE": 13,
"I-DOCUMENT_TYPE": 14,
"I-DOS": 15,
"I-DOS_A": 16,
"I-DOS_D": 17,
"I-LAB": 18,
"I-MEDICINE": 19,
"I-PROCEDURE": 20,
"I-PROVIDER_INDIVIDUAL": 21,
"I-PROVIDER_ORG": 22,
"I-SECTION_HEADING": 23,
"I-SYMPTOM": 24,
"I-VISIT_TYPE": 25,
"O": 26
},
"max_position_embeddings": 512,
"model_type": "distilbert",
"n_heads": 12,
"n_layers": 6,
"pad_token_id": 0,
"qa_dropout": 0.1,
"seq_classif_dropout": 0.2,
"sinusoidal_pos_embds": false,
"tie_weights_": true,
"torch_dtype": "float32",
"transformers_version": "4.28.0",
"vocab_size": 30522
}