| { |
| "_name_or_path": "microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract", |
| "architectures": [ |
| "BertForSequenceClassification" |
| ], |
| "attention_probs_dropout_prob": 0.1, |
| "classifier_dropout": null, |
| "hidden_act": "gelu", |
| "hidden_dropout_prob": 0.1, |
| "hidden_size": 768, |
| "id2label": { |
| "0": "anesthesiology", |
| "1": "biochemistry", |
| "2": "bioinformatics", |
| "3": "cancer", |
| "4": "cardiology", |
| "5": "chemistry", |
| "6": "computation", |
| "7": "dermatology", |
| "8": "ecology", |
| "9": "education", |
| "10": "engineering", |
| "11": "environment", |
| "12": "ethics", |
| "13": "genetics", |
| "14": "gynecology", |
| "15": "healthcare", |
| "16": "immunology", |
| "17": "infectious", |
| "18": "material", |
| "19": "microbiology", |
| "20": "neurology", |
| "21": "neuroscience", |
| "22": "nursing", |
| "23": "nutrition", |
| "24": "ophthalmology", |
| "25": "optics", |
| "26": "pathology", |
| "27": "pediatric", |
| "28": "pharmacology", |
| "29": "physics", |
| "30": "physiology", |
| "31": "psychiatry", |
| "32": "psychology", |
| "33": "radiology", |
| "34": "rehabilitation", |
| "35": "surgery", |
| "36": "veterinary", |
| "37": "virology" |
| }, |
| "initializer_range": 0.02, |
| "intermediate_size": 3072, |
| "label2id": { |
| "anesthesiology": 0, |
| "biochemistry": 1, |
| "bioinformatics": 2, |
| "cancer": 3, |
| "cardiology": 4, |
| "chemistry": 5, |
| "computation": 6, |
| "dermatology": 7, |
| "ecology": 8, |
| "education": 9, |
| "engineering": 10, |
| "environment": 11, |
| "ethics": 12, |
| "genetics": 13, |
| "gynecology": 14, |
| "healthcare": 15, |
| "immunology": 16, |
| "infectious": 17, |
| "material": 18, |
| "microbiology": 19, |
| "neurology": 20, |
| "neuroscience": 21, |
| "nursing": 22, |
| "nutrition": 23, |
| "ophthalmology": 24, |
| "optics": 25, |
| "pathology": 26, |
| "pediatric": 27, |
| "pharmacology": 28, |
| "physics": 29, |
| "physiology": 30, |
| "psychiatry": 31, |
| "psychology": 32, |
| "radiology": 33, |
| "rehabilitation": 34, |
| "surgery": 35, |
| "veterinary": 36, |
| "virology": 37 |
| }, |
| "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": "4.28.1", |
| "type_vocab_size": 2, |
| "use_cache": true, |
| "vocab_size": 30522 |
| } |
|
|