Update README.md (#4)

- Update README.md (bdada73cc09b9e74fb5a77d0eb0291e120fa9950)


Co-authored-by: nik <nikess42@users.noreply.huggingface.co>

README.md

@@ -12,7 +12,7 @@ by Patrick Lewis, Ethan Perez, Aleksandara Piktus et al.
 
 The model is a *uncased* model, which means that capital letters are simply converted to lower-case letters.
 
-The model consits of a *question_encoder*, *retriever* and a *generator*. The retriever extracts relevant passages from the *wiki_dpr* `train` datasets, which is linked above.
+The model consists of a *question_encoder*, *retriever* and a *generator*. The retriever extracts relevant passages from the *wiki_dpr* `train` datasets, which is linked above.
 The question_encoder and retriever are based on `facebook/dpr-question_encoder-single-nq-base` and `facebook/bart-large`, which were jointly finetuned on 
 on the *wiki_dpr* QA dataset in an end-to-end fashion.