{ "_name_or_path": "d4data/biomedical-ner-all", "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-Personal_background", "4": "B-Sex", "5": "B-History", "6": "I-History", "7": "B-Sign_symptom", "8": "I-Sign_symptom", "9": "B-Detailed_description", "10": "I-Detailed_description", "11": "B-Duration", "12": "I-Duration", "13": "B-Clinical_event", "14": "B-Nonbiological_location", "15": "I-Nonbiological_location", "16": "B-Biological_structure", "17": "B-Activity", "18": "I-Activity", "19": "B-Diagnostic_procedure", "20": "I-Diagnostic_procedure", "21": "B-Lab_value", "22": "I-Lab_value", "23": "B-Outcome", "24": "B-Disease_disorder", "25": "I-Disease_disorder", "26": "I-Biological_structure", "27": "B-Severity", "28": "I-Severity", "29": "B-Texture", "30": "I-Texture", "31": "B-Therapeutic_procedure", "32": "I-Therapeutic_procedure", "33": "B-Medication", "34": "I-Medication", "35": "B-Date", "36": "I-Date", "37": "B-Frequency", "38": "B-Volume", "39": "I-Volume", "40": "B-Distance", "41": "I-Distance", "42": "B-Coreference", "43": "I-Coreference", "44": "I-Clinical_event", "45": "B-Subject", "46": "I-Subject", "47": "B-Family_history", "48": "I-Family_history", "49": "I-Personal_background", "50": "B-Administration", "51": "I-Administration", "52": "B-Dosage", "53": "I-Dosage", "54": "B-Other_entity", "55": "I-Other_entity", "56": "I-Frequency", "57": "B-Other_event", "58": "I-Other_event", "59": "B-Quantitative_concept", "60": "B-Occupation", "61": "B-Shape", "62": "I-Occupation", "63": "B-Color", "64": "I-Color", "65": "B-Area", "66": "I-Area", "67": "B-Biological_attribute", "68": "I-Biological_attribute", "69": "I-Outcome", "70": "I-Shape", "71": "B-Qualitative_concept", "72": "B-Time", "73": "I-Time", "74": "I-Quantitative_concept", "75": "I-Qualitative_concept", "76": "B-Height", "77": "I-Height", "78": "B-Weight", "79": "I-Weight", "80": "I-Sex", "81": "B-Mass", "82": "I-Mass" }, "initializer_range": 0.02, "label2id": { "B-Activity": 17, "B-Administration": 50, "B-Age": 1, "B-Area": 65, "B-Biological_attribute": 67, "B-Biological_structure": 16, "B-Clinical_event": 13, "B-Color": 63, "B-Coreference": 42, "B-Date": 35, "B-Detailed_description": 9, "B-Diagnostic_procedure": 19, "B-Disease_disorder": 24, "B-Distance": 40, "B-Dosage": 52, "B-Duration": 11, "B-Family_history": 47, "B-Frequency": 37, "B-Height": 76, "B-History": 5, "B-Lab_value": 21, "B-Mass": 81, "B-Medication": 33, "B-Nonbiological_location": 14, "B-Occupation": 60, "B-Other_entity": 54, "B-Other_event": 57, "B-Outcome": 23, "B-Personal_background": 3, "B-Qualitative_concept": 71, "B-Quantitative_concept": 59, "B-Severity": 27, "B-Sex": 4, "B-Shape": 61, "B-Sign_symptom": 7, "B-Subject": 45, "B-Texture": 29, "B-Therapeutic_procedure": 31, "B-Time": 72, "B-Volume": 38, "B-Weight": 78, "I-Activity": 18, "I-Administration": 51, "I-Age": 2, "I-Area": 66, "I-Biological_attribute": 68, "I-Biological_structure": 26, "I-Clinical_event": 44, "I-Color": 64, "I-Coreference": 43, "I-Date": 36, "I-Detailed_description": 10, "I-Diagnostic_procedure": 20, "I-Disease_disorder": 25, "I-Distance": 41, "I-Dosage": 53, "I-Duration": 12, "I-Family_history": 48, "I-Frequency": 56, "I-Height": 77, "I-History": 6, "I-Lab_value": 22, "I-Mass": 82, "I-Medication": 34, "I-Nonbiological_location": 15, "I-Occupation": 62, "I-Other_entity": 55, "I-Other_event": 58, "I-Outcome": 69, "I-Personal_background": 49, "I-Qualitative_concept": 75, "I-Quantitative_concept": 74, "I-Severity": 28, "I-Sex": 80, "I-Shape": 70, "I-Sign_symptom": 8, "I-Subject": 46, "I-Texture": 30, "I-Therapeutic_procedure": 32, "I-Time": 73, "I-Volume": 39, "I-Weight": 79, "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": "4.48.2", "vocab_size": 30522 }