| { | |
| "_name_or_path": "ml4pubmed/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext_pub_section", | |
| "architectures": [ | |
| "BertForSequenceClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.1, | |
| "classifier_dropout": null, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "Request-Symptom", | |
| "1": "Inform-Symptom", | |
| "2": "Request-Etiology", | |
| "3": "Inform-Etiology", | |
| "4": "Request-Basic_Information", | |
| "5": "Inform-Basic_Information", | |
| "6": "Request-Existing_Examination_and_Treatment", | |
| "7": "Inform-Existing_Examination_and_Treatment", | |
| "8": "Request-Drug_Recommendation", | |
| "9": "Inform-Drug_Recommendation", | |
| "10": "Request-Medical_Advice", | |
| "11": "Inform-Medical_Advice", | |
| "12": "Request-Precautions", | |
| "13": "Inform-Precautions", | |
| "14": "Diagnose", | |
| "15": "Other" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "label2id": { | |
| "Diagnose": 14, | |
| "Inform-Basic_Information": 5, | |
| "Inform-Drug_Recommendation": 9, | |
| "Inform-Etiology": 3, | |
| "Inform-Existing_Examination_and_Treatment": 7, | |
| "Inform-Medical_Advice": 11, | |
| "Inform-Precautions": 13, | |
| "Inform-Symptom": 1, | |
| "Other": 15, | |
| "Request-Basic_Information": 4, | |
| "Request-Drug_Recommendation": 8, | |
| "Request-Etiology": 2, | |
| "Request-Existing_Examination_and_Treatment": 6, | |
| "Request-Medical_Advice": 10, | |
| "Request-Precautions": 12, | |
| "Request-Symptom": 0 | |
| }, | |
| "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": "single_label_classification", | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.34.0", | |
| "type_vocab_size": 2, | |
| "use_cache": true, | |
| "vocab_size": 30522 | |
| } | |