Create README.md

README.md

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+The model has been built upon the pre-trained T5 model by fine-tuning it on SQuAD dataset for the porpuse of automatic question and answer generation.
+
+The following format should be used for generating questions.
+  ```sh
+  generate question: domain_specific_text </sep> answer_1 </sep> answer_2 </sep> ... </sep> answer_n </end>
+  ```
+  Output:
+  ```sh
+  question_1 </sep> question_2 </sep> ... </sep> question_n </end>
+  ```
+The following format should be used for generating answers.
+  ```sh
+  generate answer: domain_specific_text </end>
+  ```
+  Output:
+  ```sh
+  answer_1 </sep> answer_2 </sep> ... </sep> answer_n </end>
+  ```