Update README.md

README.md

@@ -14,6 +14,8 @@ dataset_info:
 
 
 This dataset combines [wikipedia20220301.en](https://huggingface.co/datasets/wikipedia) and [bookcorpusopen](https://huggingface.co/datasets/bookcorpusopen),
-and splits the data into smaller chunks, of size ~820 chars (such that each item will be at least ~128 tokens for the average tokenizer). 
-The logic only splits on spaces, so the chunks are likely to be slightly larger than 820 chars. The dataset has been normalized into lower case, removing accents a non-english characters.
+and splits the data into smaller chunks, of size ~820 chars 
+(such that each item will be at least ~128 tokens for the average tokenizer). 
+The logic only splits on spaces, so the chunks are likely to be slightly larger than 820 chars. 
+The dataset has been normalized into lower case, removing accents and non-english characters.
 Items with less than 200 chars or more than 1000 chars have been removed.