| { | |
| "_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, | |
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| "bioinformatics": 2, | |
| "cancer": 3, | |
| "cardiology": 4, | |
| "chemistry": 5, | |
| "computation": 6, | |
| "dermatology": 7, | |
| "ecology": 8, | |
| "education": 9, | |
| "engineering": 10, | |
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| "ethics": 12, | |
| "genetics": 13, | |
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| "healthcare": 15, | |
| "immunology": 16, | |
| "infectious": 17, | |
| "material": 18, | |
| "microbiology": 19, | |
| "neurology": 20, | |
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| "nursing": 22, | |
| "nutrition": 23, | |
| "ophthalmology": 24, | |
| "optics": 25, | |
| "pathology": 26, | |
| "pediatric": 27, | |
| "pharmacology": 28, | |
| "physics": 29, | |
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| "psychiatry": 31, | |
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| "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 | |
| } | |