Update README.md

README.md

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-This model was obtained by fine-tuning deepset/bert-base-cased-squad2 on Cord19 Dataset.
+---
+license: cc-by-4.0
+---
 
-Overview
-Language model: deepset/bert-base-cased-squad2
-Language: English
-Downstream-task: Q&A
-Training data: CORD-19 from 31rd January 2022
-Code: Haystack and FARM
-Infrastructure: Tesla T4
+# This model was obtained by fine-tuning deepset/bert-base-cased-squad2 on Cord19 Dataset.
 
+##Overview
+**Language model:** deepset/bert-base-cased-squad2
+**Language:** English
+**Downstream-task:** Q&A
+**Datasets:** CORD-19 from 31rd January 2022
+**Code:** Haystack and FARM
+**Infrastructure:** Tesla T4
 
+## Hyperparameters
+```
+batch_size = 8
+n_epochs = 9
+max_seq_len = max_length
+learning_rate = AdamW: 1e-5
+```
 
 widget:
 - text: "How can I protect myself against covid-19?"