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@@ -35,3 +35,11 @@ configs:
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  - split: train
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  path: data/train-*
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  ---
 
 
 
 
 
 
 
 
 
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  - split: train
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  path: data/train-*
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  ---
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+ This dataset is an Arabic sample extracted from the [Fineeb2](https://huggingface.co/datasets/HuggingFaceFW/fineweb-2)
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+ Arabic subset (arb_Arab) which is supposed to be standard Arabic.
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+ There are around 2.3 million rows in this sample. First, the whole dataset (57.8M rows) was scanned and rows
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+ were kept if they had over 95% Arabic words. Then this 2.3M sample was randomly sampled from the _mostly Arabic_ data.
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+ Notice that language_score is not an accurate measure. Also, this did not exclude slang, dialects or inappropriate
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+ content (no editing was done to any row and all columns were kept).
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+ The main purpose of this dataset is educational and I hope it helps researchers in designing and developing pre-processing
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+ for the main FineWeb2 dataset (or any other Arabic corpora).