| { | |
| "_name_or_path": "emilyalsentzer/Bio_ClinicalBERT", | |
| "architectures": [ | |
| "BertForSequenceClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.1, | |
| "classifier_dropout": null, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "treatment", | |
| "1": "condition", | |
| "2": "iv_catheter", | |
| "3": "medication", | |
| "4": "maternity", | |
| "5": "environmental", | |
| "6": "food", | |
| "7": "clean", | |
| "8": "bathroom", | |
| "9": "discharge", | |
| "10": "call_button", | |
| "11": "parking", | |
| "12": "wait", | |
| "13": "noise", | |
| "14": "isolation", | |
| "15": "facilities", | |
| "16": "administration", | |
| "17": "financial", | |
| "18": "pandemic", | |
| "19": "staffing", | |
| "20": "lost_items", | |
| "21": "communication", | |
| "22": "extra_nice", | |
| "23": "rude", | |
| "24": "departments", | |
| "25": "nurse", | |
| "26": "family", | |
| "27": "doctor", | |
| "28": "staff", | |
| "29": "medical" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "label2id": { | |
| "administration": 16, | |
| "bathroom": 8, | |
| "call_button": 10, | |
| "clean": 7, | |
| "communication": 21, | |
| "condition": 1, | |
| "departments": 24, | |
| "discharge": 9, | |
| "doctor": 27, | |
| "environmental": 5, | |
| "extra_nice": 22, | |
| "facilities": 15, | |
| "family": 26, | |
| "financial": 17, | |
| "food": 6, | |
| "isolation": 14, | |
| "iv_catheter": 2, | |
| "lost_items": 20, | |
| "maternity": 4, | |
| "medical": 29, | |
| "medication": 3, | |
| "noise": 13, | |
| "nurse": 25, | |
| "pandemic": 18, | |
| "parking": 11, | |
| "rude": 23, | |
| "staff": 28, | |
| "staffing": 19, | |
| "treatment": 0, | |
| "wait": 12 | |
| }, | |
| "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", | |
| "problem_type": "multi_label_classification", | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.17.0", | |
| "type_vocab_size": 2, | |
| "use_cache": true, | |
| "vocab_size": 28996 | |
| } | |