diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..cf8201fc8bb469decde0a78872c90aff4ab1d5b6 --- /dev/null +++ b/README.md @@ -0,0 +1,4 @@ +# BERT-based deidentification model + +This repo contains model weights trained on the I2B2 dataset. +See [OBI EHR deidentification] (https://github.com/obi-ds/ehr_deidentification) for more details and how to get started. diff --git a/config.json b/config.json new file mode 100644 index 0000000000000000000000000000000000000000..1fc76198d9c5a8296f4176673144120e77b83a37 --- /dev/null +++ b/config.json @@ -0,0 +1,119 @@ +{ + "_name_or_path": "emilyalsentzer/Bio_ClinicalBERT", + "architectures": [ + "BertForTokenClassification" + ], + "attention_probs_dropout_prob": 0.1, + "finetuning_task": "ner", + "gradient_checkpointing": false, + "hidden_act": "gelu", + "hidden_dropout_prob": 0.1, + "hidden_size": 768, + "id2label": { + "0": "B-AGE", + "1": "B-DATE", + "2": "B-EMAIL", + "3": "B-HOSP", + "4": 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