MedNER / config.json
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Main model
bc1b842
{
"_name_or_path": "bert-base-cased",
"architectures": [
"BertForTokenClassification"
],
"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": "B-ANATOMICAL_STRUCTURE",
"1": "B-CHEMICAL",
"2": "Other",
"3": "B-MOLECULAR_FUNCTION",
"4": "I-LABORATORY_PROCEDURE",
"5": "B-PRODUCT",
"6": "B-CELL_COMPONENT",
"7": "B-BODY_SUBSTANCE",
"8": "I-CARDINAL",
"9": "B-LIVESTOCK",
"10": "B-CELL_OR_MOLECULAR_DYSFUNCTION",
"11": "I-CORONAVIRUS",
"12": "B-DATE",
"13": "B-LABORATORY_PROCEDURE",
"14": "I-RESEARCH_ACTIVITY",
"15": "I-CHEMICAL",
"16": "I-EXPERIMENTAL_MODEL_OF_DISEASE",
"17": "B-CELL_FUNCTION",
"18": "B-EVOLUTION",
"19": "I-SIGN_OR_SYMPTOM",
"20": "B-FOOD",
"21": "B-TIME",
"22": "B-PHYSICAL_SCIENCE",
"23": "B-CELL",
"24": "B-QUANTITY",
"25": "I-GROUP",
"26": "B-ORG",
"27": "B-GPE",
"28": "B-EDUCATIONAL_ACTIVITY",
"29": "B-DAILY_OR_RECREATIONAL_ACTIVITY",
"30": "I-DISEASE_OR_SYNDROME",
"31": "I-TIME",
"32": "B-BODY_PART_ORGAN_OR_ORGAN_COMPONENT",
"33": "I-PRODUCT",
"34": "B-EXPERIMENTAL_MODEL_OF_DISEASE",
"35": "B-NORP",
"36": "I-TISSUE",
"37": "I-GPE",
"38": "I-CELL",
"39": "I-EVOLUTION",
"40": "I-QUANTITY",
"41": "B-VIRAL_PROTEIN",
"42": "I-PERSON",
"43": "B-DISEASE_OR_SYNDROME",
"44": "I-CELL_COMPONENT",
"45": "I-WILDLIFE",
"46": "B-FAC",
"47": "B-THERAPEUTIC_OR_PREVENTIVE_PROCEDURE",
"48": "B-ORDINAL",
"49": "B-EUKARYOTE",
"50": "B-LABORATORY_OR_TEST_RESULT",
"51": "I-INJURY_OR_POISONING",
"52": "B-PERCENT",
"53": "B-TISSUE",
"54": "I-NORP",
"55": "I-GENE_OR_GENOME",
"56": "B-INJURY_OR_POISONING",
"57": "I-ORGAN_OR_TISSUE_FUNCTION",
"58": "B-SUBSTRATE",
"59": "I-DATE",
"60": "I-ORGANISM",
"61": "I-FAC",
"62": "B-GROUP",
"63": "I-MONEY",
"64": "I-PHYSICAL_SCIENCE",
"65": "I-ORG",
"66": "B-SIGN_OR_SYMPTOM",
"67": "I-PERCENT",
"68": "B-MONEY",
"69": "B-PERSON",
"70": "B-WILDLIFE",
"71": "B-INDIVIDUAL_BEHAVIOR",
"72": "I-THERAPEUTIC_OR_PREVENTIVE_PROCEDURE",
"73": "B-VIRUS",
"74": "B-ORGANISM",
"75": "I-EDUCATIONAL_ACTIVITY",
"76": "B-LOC",
"77": "B-RESEARCH_ACTIVITY",
"78": "B-SOCIAL_BEHAVIOR",
"79": "B-ORGAN_OR_TISSUE_FUNCTION",
"80": "I-DIAGNOSTIC_PROCEDURE",
"81": "B-CARDINAL",
"82": "B-GOVERNMENTAL_OR_REGULATORY_ACTIVITY",
"83": "B-GENE_OR_GENOME",
"84": "B-DIAGNOSTIC_PROCEDURE",
"85": "B-CORONAVIRUS"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"B-ANATOMICAL_STRUCTURE": 0,
"B-BODY_PART_ORGAN_OR_ORGAN_COMPONENT": 32,
"B-BODY_SUBSTANCE": 7,
"B-CARDINAL": 81,
"B-CELL": 23,
"B-CELL_COMPONENT": 6,
"B-CELL_FUNCTION": 17,
"B-CELL_OR_MOLECULAR_DYSFUNCTION": 10,
"B-CHEMICAL": 1,
"B-CORONAVIRUS": 85,
"B-DAILY_OR_RECREATIONAL_ACTIVITY": 29,
"B-DATE": 12,
"B-DIAGNOSTIC_PROCEDURE": 84,
"B-DISEASE_OR_SYNDROME": 43,
"B-EDUCATIONAL_ACTIVITY": 28,
"B-EUKARYOTE": 49,
"B-EVOLUTION": 18,
"B-EXPERIMENTAL_MODEL_OF_DISEASE": 34,
"B-FAC": 46,
"B-FOOD": 20,
"B-GENE_OR_GENOME": 83,
"B-GOVERNMENTAL_OR_REGULATORY_ACTIVITY": 82,
"B-GPE": 27,
"B-GROUP": 62,
"B-INDIVIDUAL_BEHAVIOR": 71,
"B-INJURY_OR_POISONING": 56,
"B-LABORATORY_OR_TEST_RESULT": 50,
"B-LABORATORY_PROCEDURE": 13,
"B-LIVESTOCK": 9,
"B-LOC": 76,
"B-MOLECULAR_FUNCTION": 3,
"B-MONEY": 68,
"B-NORP": 35,
"B-ORDINAL": 48,
"B-ORG": 26,
"B-ORGANISM": 74,
"B-ORGAN_OR_TISSUE_FUNCTION": 79,
"B-PERCENT": 52,
"B-PERSON": 69,
"B-PHYSICAL_SCIENCE": 22,
"B-PRODUCT": 5,
"B-QUANTITY": 24,
"B-RESEARCH_ACTIVITY": 77,
"B-SIGN_OR_SYMPTOM": 66,
"B-SOCIAL_BEHAVIOR": 78,
"B-SUBSTRATE": 58,
"B-THERAPEUTIC_OR_PREVENTIVE_PROCEDURE": 47,
"B-TIME": 21,
"B-TISSUE": 53,
"B-VIRAL_PROTEIN": 41,
"B-VIRUS": 73,
"B-WILDLIFE": 70,
"I-CARDINAL": 8,
"I-CELL": 38,
"I-CELL_COMPONENT": 44,
"I-CHEMICAL": 15,
"I-CORONAVIRUS": 11,
"I-DATE": 59,
"I-DIAGNOSTIC_PROCEDURE": 80,
"I-DISEASE_OR_SYNDROME": 30,
"I-EDUCATIONAL_ACTIVITY": 75,
"I-EVOLUTION": 39,
"I-EXPERIMENTAL_MODEL_OF_DISEASE": 16,
"I-FAC": 61,
"I-GENE_OR_GENOME": 55,
"I-GPE": 37,
"I-GROUP": 25,
"I-INJURY_OR_POISONING": 51,
"I-LABORATORY_PROCEDURE": 4,
"I-MONEY": 63,
"I-NORP": 54,
"I-ORG": 65,
"I-ORGANISM": 60,
"I-ORGAN_OR_TISSUE_FUNCTION": 57,
"I-PERCENT": 67,
"I-PERSON": 42,
"I-PHYSICAL_SCIENCE": 64,
"I-PRODUCT": 33,
"I-QUANTITY": 40,
"I-RESEARCH_ACTIVITY": 14,
"I-SIGN_OR_SYMPTOM": 19,
"I-THERAPEUTIC_OR_PREVENTIVE_PROCEDURE": 72,
"I-TIME": 31,
"I-TISSUE": 36,
"I-WILDLIFE": 45,
"Other": 2
},
"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",
"torch_dtype": "float32",
"transformers_version": "4.47.1",
"type_vocab_size": 2,
"use_cache": true,
"vocab_size": 28996
}