Update README.md

README.md

@@ -49,7 +49,7 @@ classifier(sequence_to_classify, candidate_labels, hypothesis_template=hypothesi
 
 
 ## Training 
-This model was pre-trained on a set of 100 languages and follwed further training on 198M multilingual tweets as described in the original [paper](https://arxiv.org/abs/2104.12250). Further it was trained on the training set of XNLI dataset in spanish which is a machine translated version of the MNLI dataset. It was trained on 3 epochs and the following specifications
+This model was pre-trained on a set of 100 languages and follwed further training on 198M multilingual tweets as described in the original [paper](https://arxiv.org/abs/2104.12250). Further it was trained on the training set of XNLI dataset in english which actually is the original version of the MNLI dataset. It was trained on 3 epochs and the following specifications
 - learning rate:    5e-5
 - batch size:     32
 - max sequence:   length 128