Update README.md

README.md

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 # About
-This is a large dataset that contains a lot of (more than 6 million) lines of malayalam text. The dataset is created by combining many other malayalam datasets, and cleaning them.
+This is a large dataset that contains a lot of  malayalam text. The dataset is created by combining many other malayalam datasets, filtering and cleaning them.
 
-The dataset is ideal to train or fine tune a Large Language Model on Malayalam language.
+The dataset is ideal to pretrain (or maybe even fine tune) a Large Language Model on Malayalam language.
 
+This is the second version of the dataset where I've added some more data and removed a lot of data, which were very short(less than 75 characters). Having a lot off shorter sentences will significantly lower data quality. If you need the older dataset, which contained more than 6 million lines of malayalam text(most of them are super short), see this particular kaggle version: https://www.kaggle.com/datasets/arjungravi/ultimate-malayalam-dataset/versions/3  
 
 # Credits
 - https://www.kaggle.com/datasets/disisbig/malyalam-news-dataset
@@ -23,4 +24,5 @@ The dataset is ideal to train or fine tune a Large Language Model on Malayalam l
 - https://www.kaggle.com/datasets/vigneshvit/malayalam-news-dataset
 - https://huggingface.co/datasets/rajeshradhakrishnan/malayalam_wiki
 - https://huggingface.co/datasets/Sakshamrzt/IndicNLP-Malayalam
-- https://www.kaggle.com/datasets/disisbig/malayalam-wikipedia-articles
+- https://www.kaggle.com/datasets/disisbig/malayalam-wikipedia-articles
+- https://www.kaggle.com/datasets/vigneshvit/malayalam-news-dataset