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license: mit |
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task_categories: |
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- text-generation |
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- summarization |
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language: |
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- ml |
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pretty_name: Malayalam dataset |
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size_categories: |
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- 1M<n<10M |
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--- |
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# About |
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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. |
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The dataset is ideal to pretrain (or maybe even fine tune) a Large Language Model on Malayalam language. |
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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 |
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If you want more high quality data on malayalam(presumably for pretraining LLMs), I would recommend mixing this with [malayalam-sangraha](https://huggingface.co/datasets/Arjun-G-Ravi/malayalam-sangraha) dataset(which is more than 32GB of raw malayalam data). |
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# Credits |
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- https://www.kaggle.com/datasets/disisbig/malyalam-news-dataset |
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- https://www.kaggle.com/datasets/parvmodi/english-to-malayalam-machine-translation-dataset?select=train.ml |
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- https://www.kaggle.com/datasets/akhisreelibra/malayalam-news |
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- https://www.kaggle.com/datasets/vigneshvit/malayalam-news-dataset |
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- https://huggingface.co/datasets/rajeshradhakrishnan/malayalam_wiki |
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- https://huggingface.co/datasets/Sakshamrzt/IndicNLP-Malayalam |
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- https://www.kaggle.com/datasets/disisbig/malayalam-wikipedia-articles |
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- https://www.kaggle.com/datasets/vigneshvit/malayalam-news-dataset |
