Create README.md

README.md

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+Used [run.sh](https://huggingface.co/madlag/bert-large-uncased-whole-word-masking-finetuned-squadv2/blob/main/run.sh) used to train using transformers/example/question_answering code.
+
+Evaluation results : F1= 85.85 , a much better result than with the original 81.9 from the BERT paper, due to the use of the "whole-word-masking" variation.
+```
+{
+    "HasAns_exact": 80.58367071524967,
+    "HasAns_f1": 86.64594807945029,
+    "HasAns_total": 5928,
+    "NoAns_exact": 85.06307821698907,
+    "NoAns_f1": 85.06307821698907,
+    "NoAns_total": 5945,
+    "best_exact": 82.82658131895899,
+    "best_exact_thresh": 0.0,
+    "best_f1": 85.85337995578023,
+    "best_f1_thresh": 0.0,
+    "epoch": 2.0,
+    "eval_samples": 12134,
+    "exact": 82.82658131895899,
+    "f1": 85.85337995578037,
+    "total": 11873
+}
+```