Update README.md

README.md

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 ---
 license: apache-2.0
 ---
+
+# BERT-Base SQuADv1
+
+`bert-base-uncased` trained on question answering with `squad`. 
+
+Evalulation scores:
+
+```
+***** eval metrics *****
+  epoch            =     3.0
+  eval_exact_match = 80.6906
+  eval_f1          = 88.1129
+  eval_samples     =   10784
+```