Update README.md

README.md

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 # BERT-base-cased for QA 
 **Language model:** bert-base-cased
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 **Language:** English  
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 **Downstream-task:** Extractive QA  
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 **Training data:** SQuAD v1
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 **Eval data:** SQuAD v1
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 **Code:**  See [example](https://github.com/ShuHuang/batterybert) 
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 **Infrastructure**: 8x DGX A100
 ## Hyperparameters
 ```
@@ -54,6 +60,8 @@ tokenizer = AutoTokenizer.from_pretrained(model_name)
 ```
 ## Authors
 Shu Huang: `sh2009 [at] cam.ac.uk`
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 Jacqueline Cole: `jmc61 [at] cam.ac.uk`
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 ## Citation
 BatteryBERT: A Pre-trained Language Model for Battery Database Enhancement