| { | |
| "_name_or_path": "medicalai/ClinicalBERT", | |
| "_num_labels": 20, | |
| "activation": "gelu", | |
| "architectures": [ | |
| "DistilBertForSequenceClassification" | |
| ], | |
| "attention_dropout": 0.1, | |
| "dim": 768, | |
| "dropout": 0.1, | |
| "hidden_dim": 3072, | |
| "id2label": { | |
| "0": "ALLERGY", | |
| "1": "ASSESSMENT", | |
| "2": "CC", | |
| "3": "DIAGNOSIS", | |
| "4": "DISPOSITION", | |
| "5": "EDCOURSE", | |
| "6": "EXAM", | |
| "7": "FAM/SOCHX", | |
| "8": "GENHX", | |
| "9": "GYNHX", | |
| "10": "IMAGING", | |
| "11": "IMMUNIZATIONS", | |
| "12": "LABS", | |
| "13": "MEDICATIONS", | |
| "14": "OTHER_HISTORY", | |
| "15": "PASTMEDICALHX", | |
| "16": "PASTSURGICAL", | |
| "17": "PLAN", | |
| "18": "PROCEDURES", | |
| "19": "ROS" | |
| }, | |
| "initializer_range": 0.02, | |
| "label2id": { | |
| "ALLERGY": 0, | |
| "ASSESSMENT": 1, | |
| "CC": 2, | |
| "DIAGNOSIS": 3, | |
| "DISPOSITION": 4, | |
| "EDCOURSE": 5, | |
| "EXAM": 6, | |
| "FAM/SOCHX": 7, | |
| "GENHX": 8, | |
| "GYNHX": 9, | |
| "IMAGING": 10, | |
| "IMMUNIZATIONS": 11, | |
| "LABS": 12, | |
| "MEDICATIONS": 13, | |
| "OTHER_HISTORY": 14, | |
| "PASTMEDICALHX": 15, | |
| "PASTSURGICAL": 16, | |
| "PLAN": 17, | |
| "PROCEDURES": 18, | |
| "ROS": 19 | |
| }, | |
| "max_position_embeddings": 512, | |
| "model_type": "distilbert", | |
| "n_heads": 12, | |
| "n_layers": 6, | |
| "output_past": true, | |
| "pad_token_id": 0, | |
| "problem_type": "single_label_classification", | |
| "qa_dropout": 0.1, | |
| "seq_classif_dropout": 0.2, | |
| "sinusoidal_pos_embds": false, | |
| "tie_weights_": true, | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.40.1", | |
| "vocab_size": 119547 | |
| } | |