MedTextBERT / config.json
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{
"add_cross_attention": false,
"architectures": [
"BertForSequenceClassification"
],
"attention_probs_dropout_prob": 0.1,
"bos_token_id": null,
"classifier_dropout": null,
"dtype": "float32",
"eos_token_id": null,
"gradient_checkpointing": false,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"id2label": {
"0": "administration_general",
"1": "cardiology",
"2": "cardiology_procedures",
"3": "dermatology",
"4": "diabetes_endocrinology",
"5": "emergency_medicine",
"6": "family_medicine",
"7": "gastroenterology",
"8": "geriatrics_rehabilitation",
"9": "gynecology",
"10": "hematology",
"11": "imaging",
"12": "infections_inflammation",
"13": "lab_results",
"14": "neurology",
"15": "oncology",
"16": "orthopedics",
"17": "pathology",
"18": "pediatrics",
"19": "pharmacy",
"20": "psychiatry",
"21": "pulmonology",
"22": "surgery",
"23": "urology"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"is_decoder": false,
"label2id": {
"administration_general": 0,
"cardiology": 1,
"cardiology_procedures": 2,
"dermatology": 3,
"diabetes_endocrinology": 4,
"emergency_medicine": 5,
"family_medicine": 6,
"gastroenterology": 7,
"geriatrics_rehabilitation": 8,
"gynecology": 9,
"hematology": 10,
"imaging": 11,
"infections_inflammation": 12,
"lab_results": 13,
"neurology": 14,
"oncology": 15,
"orthopedics": 16,
"pathology": 17,
"pediatrics": 18,
"pharmacy": 19,
"psychiatry": 20,
"pulmonology": 21,
"surgery": 22,
"urology": 23
},
"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",
"tie_word_embeddings": true,
"transformers_version": "5.0.0",
"type_vocab_size": 1,
"use_cache": false,
"vocab_size": 52000
}