|
{ |
|
"_name_or_path": "bert-base-uncased", |
|
"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": "O", |
|
"1": "B-ACTIVITY", |
|
"2": "I-ACTIVITY", |
|
"3": "I-ADMINISTRATION", |
|
"4": "B-ADMINISTRATION", |
|
"5": "B-AGE", |
|
"6": "I-AGE", |
|
"7": "I-AREA", |
|
"8": "B-AREA", |
|
"9": "B-BIOLOGICAL_ATTRIBUTE", |
|
"10": "I-BIOLOGICAL_ATTRIBUTE", |
|
"11": "I-BIOLOGICAL_STRUCTURE", |
|
"12": "B-BIOLOGICAL_STRUCTURE", |
|
"13": "B-CLINICAL_EVENT", |
|
"14": "I-CLINICAL_EVENT", |
|
"15": "B-COLOR", |
|
"16": "I-COLOR", |
|
"17": "I-COREFERENCE", |
|
"18": "B-COREFERENCE", |
|
"19": "B-DATE", |
|
"20": "I-DATE", |
|
"21": "I-DETAILED_DESCRIPTION", |
|
"22": "B-DETAILED_DESCRIPTION", |
|
"23": "I-DIAGNOSTIC_PROCEDURE", |
|
"24": "B-DIAGNOSTIC_PROCEDURE", |
|
"25": "I-DISEASE_DISORDER", |
|
"26": "B-DISEASE_DISORDER", |
|
"27": "B-DISTANCE", |
|
"28": "I-DISTANCE", |
|
"29": "B-DOSAGE", |
|
"30": "I-DOSAGE", |
|
"31": "I-DURATION", |
|
"32": "B-DURATION", |
|
"33": "I-FAMILY_HISTORY", |
|
"34": "B-FAMILY_HISTORY", |
|
"35": "B-FREQUENCY", |
|
"36": "I-FREQUENCY", |
|
"37": "I-HEIGHT", |
|
"38": "B-HEIGHT", |
|
"39": "B-HISTORY", |
|
"40": "I-HISTORY", |
|
"41": "I-LAB_VALUE", |
|
"42": "B-LAB_VALUE", |
|
"43": "I-MASS", |
|
"44": "B-MASS", |
|
"45": "I-MEDICATION", |
|
"46": "B-MEDICATION", |
|
"47": "I-NONBIOLOGICAL_LOCATION", |
|
"48": "B-NONBIOLOGICAL_LOCATION", |
|
"49": "I-OCCUPATION", |
|
"50": "B-OCCUPATION", |
|
"51": "B-OTHER_ENTITY", |
|
"52": "I-OTHER_ENTITY", |
|
"53": "B-OTHER_EVENT", |
|
"54": "I-OTHER_EVENT", |
|
"55": "I-OUTCOME", |
|
"56": "B-OUTCOME", |
|
"57": "I-PERSONAL_BACKGROUND", |
|
"58": "B-PERSONAL_BACKGROUND", |
|
"59": "B-QUALITATIVE_CONCEPT", |
|
"60": "I-QUALITATIVE_CONCEPT", |
|
"61": "I-QUANTITATIVE_CONCEPT", |
|
"62": "B-QUANTITATIVE_CONCEPT", |
|
"63": "B-SEVERITY", |
|
"64": "I-SEVERITY", |
|
"65": "B-SEX", |
|
"66": "I-SEX", |
|
"67": "B-SHAPE", |
|
"68": "I-SHAPE", |
|
"69": "B-SIGN_SYMPTOM", |
|
"70": "I-SIGN_SYMPTOM", |
|
"71": "B-SUBJECT", |
|
"72": "I-SUBJECT", |
|
"73": "B-TEXTURE", |
|
"74": "I-TEXTURE", |
|
"75": "B-THERAPEUTIC_PROCEDURE", |
|
"76": "I-THERAPEUTIC_PROCEDURE", |
|
"77": "I-TIME", |
|
"78": "B-TIME", |
|
"79": "B-VOLUME", |
|
"80": "I-VOLUME", |
|
"81": "I-WEIGHT", |
|
"82": "B-WEIGHT" |
|
}, |
|
"initializer_range": 0.02, |
|
"intermediate_size": 3072, |
|
"label2id": { |
|
"O": "0", |
|
"B-ACTIVITY": "1", |
|
"I-ACTIVITY": "2", |
|
"I-ADMINISTRATION": "3", |
|
"B-ADMINISTRATION": "4", |
|
"B-AGE": "5", |
|
"I-AGE": "6", |
|
"I-AREA": "7", |
|
"B-AREA": "8", |
|
"B-BIOLOGICAL_ATTRIBUTE": "9", |
|
"I-BIOLOGICAL_ATTRIBUTE": "10", |
|
"I-BIOLOGICAL_STRUCTURE": "11", |
|
"B-BIOLOGICAL_STRUCTURE": "12", |
|
"B-CLINICAL_EVENT": "13", |
|
"I-CLINICAL_EVENT": "14", |
|
"B-COLOR": "15", |
|
"I-COLOR": "16", |
|
"I-COREFERENCE": "17", |
|
"B-COREFERENCE": "18", |
|
"B-DATE": "19", |
|
"I-DATE": "20", |
|
"I-DETAILED_DESCRIPTION": "21", |
|
"B-DETAILED_DESCRIPTION": "22", |
|
"I-DIAGNOSTIC_PROCEDURE": "23", |
|
"B-DIAGNOSTIC_PROCEDURE": "24", |
|
"I-DISEASE_DISORDER": "25", |
|
"B-DISEASE_DISORDER": "26", |
|
"B-DISTANCE": "27", |
|
"I-DISTANCE": "28", |
|
"B-DOSAGE": "29", |
|
"I-DOSAGE": "30", |
|
"I-DURATION": "31", |
|
"B-DURATION": "32", |
|
"I-FAMILY_HISTORY": "33", |
|
"B-FAMILY_HISTORY": "34", |
|
"B-FREQUENCY": "35", |
|
"I-FREQUENCY": "36", |
|
"I-HEIGHT": "37", |
|
"B-HEIGHT": "38", |
|
"B-HISTORY": "39", |
|
"I-HISTORY": "40", |
|
"I-LAB_VALUE": "41", |
|
"B-LAB_VALUE": "42", |
|
"I-MASS": "43", |
|
"B-MASS": "44", |
|
"I-MEDICATION": "45", |
|
"B-MEDICATION": "46", |
|
"I-NONBIOLOGICAL_LOCATION": "47", |
|
"B-NONBIOLOGICAL_LOCATION": "48", |
|
"I-OCCUPATION": "49", |
|
"B-OCCUPATION": "50", |
|
"B-OTHER_ENTITY": "51", |
|
"I-OTHER_ENTITY": "52", |
|
"B-OTHER_EVENT": "53", |
|
"I-OTHER_EVENT": "54", |
|
"I-OUTCOME": "55", |
|
"B-OUTCOME": "56", |
|
"I-PERSONAL_BACKGROUND": "57", |
|
"B-PERSONAL_BACKGROUND": "58", |
|
"B-QUALITATIVE_CONCEPT": "59", |
|
"I-QUALITATIVE_CONCEPT": "60", |
|
"I-QUANTITATIVE_CONCEPT": "61", |
|
"B-QUANTITATIVE_CONCEPT": "62", |
|
"B-SEVERITY": "63", |
|
"I-SEVERITY": "64", |
|
"B-SEX": "65", |
|
"I-SEX": "66", |
|
"B-SHAPE": "67", |
|
"I-SHAPE": "68", |
|
"B-SIGN_SYMPTOM": "69", |
|
"I-SIGN_SYMPTOM": "70", |
|
"B-SUBJECT": "71", |
|
"I-SUBJECT": "72", |
|
"B-TEXTURE": "73", |
|
"I-TEXTURE": "74", |
|
"B-THERAPEUTIC_PROCEDURE": "75", |
|
"I-THERAPEUTIC_PROCEDURE": "76", |
|
"I-TIME": "77", |
|
"B-TIME": "78", |
|
"B-VOLUME": "79", |
|
"I-VOLUME": "80", |
|
"I-WEIGHT": "81", |
|
"B-WEIGHT": "82" |
|
}, |
|
"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": "4.38.2", |
|
"type_vocab_size": 2, |
|
"use_cache": true, |
|
"vocab_size": 30522 |
|
} |
|
|