| { |
| "_name_or_path": "./drive/MyDrive/PFE/Medical-NER-model-1", |
| "activation": "gelu", |
| "architectures": [ |
| "DistilBertForTokenClassification" |
| ], |
| "attention_dropout": 0.1, |
| "dim": 768, |
| "dropout": 0.1, |
| "hidden_dim": 3072, |
| "id2label": { |
| "0": "O", |
| "1": "B-Age", |
| "2": "I-Age", |
| "3": "B-Sex", |
| "4": "B-History", |
| "5": "B-Disease_disorder", |
| "6": "B-Clinical_event", |
| "7": "B-Sign_symptom", |
| "8": "B-Duration", |
| "9": "I-Duration", |
| "10": "I-Sign_symptom", |
| "11": "B-Diagnostic_procedure", |
| "12": "I-Diagnostic_procedure", |
| "13": "B-Detailed_description", |
| "14": "I-Detailed_description", |
| "15": "B-Medication", |
| "16": "I-Medication", |
| "17": "B-Lab_value", |
| "18": "I-Disease_disorder", |
| "19": "I-Lab_value", |
| "20": "B-Biological_structure", |
| "21": "B-Distance", |
| "22": "I-Distance", |
| "23": "I-Biological_structure", |
| "24": "B-Date", |
| "25": "I-Date", |
| "26": "B-Nonbiological_location", |
| "27": "I-Nonbiological_location", |
| "28": "B-Frequency", |
| "29": "I-Frequency", |
| "30": "B-Outcome", |
| "31": "B-Subject", |
| "32": "I-History", |
| "33": "B-Area", |
| "34": "I-Area", |
| "35": "B-Therapeutic_procedure", |
| "36": "B-Coreference", |
| "37": "I-Therapeutic_procedure", |
| "38": "B-Personal_background", |
| "39": "B-Qualitative_concept", |
| "40": "I-Qualitative_concept", |
| "41": "B-Other_event", |
| "42": "I-Clinical_event", |
| "43": "I-Outcome", |
| "44": "I-Subject", |
| "45": "B-Dosage", |
| "46": "I-Dosage", |
| "47": "B-Administration", |
| "48": "B-Severity", |
| "49": "I-Other_event", |
| "50": "B-Occupation", |
| "51": "I-Occupation", |
| "52": "B-Volume", |
| "53": "I-Volume", |
| "54": "B-Family_history", |
| "55": "I-Family_history", |
| "56": "I-Coreference", |
| "57": "B-Texture", |
| "58": "I-Texture", |
| "59": "B-Time", |
| "60": "I-Time", |
| "61": "B-Shape", |
| "62": "I-Shape", |
| "63": "I-Administration", |
| "64": "B-Activity", |
| "65": "B-Quantitative_concept", |
| "66": "I-Quantitative_concept", |
| "67": "I-Activity", |
| "68": "I-Personal_background", |
| "69": "B-Height", |
| "70": "I-Height", |
| "71": "B-Color", |
| "72": "I-Color", |
| "73": "B-Mass", |
| "74": "I-Mass", |
| "75": "B-Weight", |
| "76": "I-Weight", |
| "77": "B-Biological_attribute", |
| "78": "I-Biological_attribute", |
| "79": "I-Severity", |
| "80": "B-Other_entity", |
| "81": "I-Other_entity" |
| }, |
| "initializer_range": 0.02, |
| "label2id": { |
| "B-Activity": 64, |
| "B-Administration": 47, |
| "B-Age": 1, |
| "B-Area": 33, |
| "B-Biological_attribute": 77, |
| "B-Biological_structure": 20, |
| "B-Clinical_event": 6, |
| "B-Color": 71, |
| "B-Coreference": 36, |
| "B-Date": 24, |
| "B-Detailed_description": 13, |
| "B-Diagnostic_procedure": 11, |
| "B-Disease_disorder": 5, |
| "B-Distance": 21, |
| "B-Dosage": 45, |
| "B-Duration": 8, |
| "B-Family_history": 54, |
| "B-Frequency": 28, |
| "B-Height": 69, |
| "B-History": 4, |
| "B-Lab_value": 17, |
| "B-Mass": 73, |
| "B-Medication": 15, |
| "B-Nonbiological_location": 26, |
| "B-Occupation": 50, |
| "B-Other_entity": 80, |
| "B-Other_event": 41, |
| "B-Outcome": 30, |
| "B-Personal_background": 38, |
| "B-Qualitative_concept": 39, |
| "B-Quantitative_concept": 65, |
| "B-Severity": 48, |
| "B-Sex": 3, |
| "B-Shape": 61, |
| "B-Sign_symptom": 7, |
| "B-Subject": 31, |
| "B-Texture": 57, |
| "B-Therapeutic_procedure": 35, |
| "B-Time": 59, |
| "B-Volume": 52, |
| "B-Weight": 75, |
| "I-Activity": 67, |
| "I-Administration": 63, |
| "I-Age": 2, |
| "I-Area": 34, |
| "I-Biological_attribute": 78, |
| "I-Biological_structure": 23, |
| "I-Clinical_event": 42, |
| "I-Color": 72, |
| "I-Coreference": 56, |
| "I-Date": 25, |
| "I-Detailed_description": 14, |
| "I-Diagnostic_procedure": 12, |
| "I-Disease_disorder": 18, |
| "I-Distance": 22, |
| "I-Dosage": 46, |
| "I-Duration": 9, |
| "I-Family_history": 55, |
| "I-Frequency": 29, |
| "I-Height": 70, |
| "I-History": 32, |
| "I-Lab_value": 19, |
| "I-Mass": 74, |
| "I-Medication": 16, |
| "I-Nonbiological_location": 27, |
| "I-Occupation": 51, |
| "I-Other_entity": 81, |
| "I-Other_event": 49, |
| "I-Outcome": 43, |
| "I-Personal_background": 68, |
| "I-Qualitative_concept": 40, |
| "I-Quantitative_concept": 66, |
| "I-Severity": 79, |
| "I-Shape": 62, |
| "I-Sign_symptom": 10, |
| "I-Subject": 44, |
| "I-Texture": 58, |
| "I-Therapeutic_procedure": 37, |
| "I-Time": 60, |
| "I-Volume": 53, |
| "I-Weight": 76, |
| "O": 0 |
| }, |
| "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": "4.30.2", |
| "vocab_size": 30522 |
| } |
|
|
