license: mit
task_categories:
- text-generation
- summarization
language:
- ml
pretty_name: Malayalam dataset
size_categories:
- 1M<n<10M
About
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 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
If you want more high quality data on malayalam(presumably for pretraining LLMs), I would recommend mixing this with malayalam-sangraha dataset(which is more than 32GB of raw malayalam data).
Credits
- https://www.kaggle.com/datasets/disisbig/malyalam-news-dataset
- https://www.kaggle.com/datasets/parvmodi/english-to-malayalam-machine-translation-dataset?select=train.ml
- https://www.kaggle.com/datasets/akhisreelibra/malayalam-news
- 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/vigneshvit/malayalam-news-dataset