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# akhooli/ar-mmarco-sample
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This repo has samples from the Arabic (machine translation) version of the mMARCO dataset, together with mined rankings (English, but should apply
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as translations are aligned).
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The purpose is to train (using free compute, so not fully trained) an Arabic ColBERT V2 model.
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The original dataset has a little over 800K queries. I filtered out ones with English words, leaving around 700K, then sampled 250K along with their
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ranking examples (for 250K, the file size is a little over 8GB).
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# akhooli/ar-mmarco-sample
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This repo has samples from the Arabic (machine translation) version of the mMARCO dataset, together with mined rankings (English, but should apply
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as translations are aligned across languages).
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The purpose is to train (using free compute, so not fully trained) an Arabic ColBERT V2 model.
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The original dataset has a little over 800K queries (training set). I filtered out ones with English words, leaving around 700K, then sampled 250K along with their
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ranking examples (for 250K, the examples file size is a little over 8GB).
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The source of this curated data is [unicamp-dl/mmarco](https://huggingface.co/datasets/unicamp-dl/mmarco) and the full examples json file (27 GB) is
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linked in the [ColBERT V2 repo](https://github.com/stanford-futuredata/ColBERT?tab=readme-ov-file#advanced-training-colbertv2-style).
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