Add and update readme (#1)

- Add and update readme (2145eba8e9a0c14e418966a49dcdba7c813c0404)


Co-authored-by: Sushant Joshi <[email protected]>

README.md

@@ -12,7 +12,8 @@ probably proofread and complete it, then remove this comment. -->
 
 # malay-patel/bert-finetuned-squad-nq
 
-This model is a fine-tuned version of [nlpconnect/roberta-base-squad2-nq](https://huggingface.co/nlpconnect/roberta-base-squad2-nq) on an unknown dataset.
+This model is a fine-tuned version of [nlpconnect/roberta-base-squad2-nq](https://huggingface.co/nlpconnect/roberta-base-squad2-nq) on the Natural Questions dataset.
+
 It achieves the following results on the evaluation set:
 - Train Loss: 1.5461
 - Train End Logits Accuracy: 0.6253
@@ -25,11 +26,13 @@ More information needed
 
 ## Intended uses & limitations
 
-More information needed
+The intent of publishing this model is to improve the performance of question answering model, with the subjectivity of questions/ answers being the prime objective.
+The model has been pretrained on SQuAD 2.0 and finetuned with Natural Questions dataset. It has been validated against SubjQA dataset for reporting the metrics.
 
 ## Training and evaluation data
 
-More information needed
+Training Data: SQuAD 2.0 + Natural Questions + SubjQA
+Evaluation Data: SubjQA
 
 ## Training procedure