pubmed-bert-all-deep / config.json
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{
"_name_or_path": "NeuML/pubmedbert-base-embeddings",
"architectures": [
"BertForTokenClassification"
],
"attention_probs_dropout_prob": 0.1,
"classifier_dropout": null,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"id2label": {
"0": "I-Adverse_event.Trigger",
"1": "I-Treatment",
"2": "O",
"3": "I-Treatment.Drug",
"4": "I-Treatment.Duration",
"5": "I-Subject.Gender",
"6": "I-Treatment.Treat_Disorder",
"7": "I-Subject.Population",
"8": "I-Subject",
"9": "I-Subject.Sub_Disorder",
"10": "I-Treatment.Time_elapsed",
"11": "I-Subject.Age",
"12": "I-Treatment.Dosage",
"13": "I-Treatment.Route",
"14": "I-Effect",
"15": "I-Subject.Race",
"16": "I-Treatment.Freq",
"17": "I-Potential_therapeutic_event.Trigger"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"I-Adverse_event.Trigger": 0,
"I-Effect": 14,
"I-Potential_therapeutic_event.Trigger": 17,
"I-Subject": 8,
"I-Subject.Age": 11,
"I-Subject.Gender": 5,
"I-Subject.Population": 7,
"I-Subject.Race": 15,
"I-Subject.Sub_Disorder": 9,
"I-Treatment": 1,
"I-Treatment.Dosage": 12,
"I-Treatment.Drug": 3,
"I-Treatment.Duration": 4,
"I-Treatment.Freq": 16,
"I-Treatment.Route": 13,
"I-Treatment.Time_elapsed": 10,
"I-Treatment.Treat_Disorder": 6,
"O": 2
},
"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",
"torch_dtype": "float32",
"transformers_version": "4.40.1",
"type_vocab_size": 2,
"use_cache": true,
"vocab_size": 30522
}