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--- |
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annotations_creators: |
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- no-annotation |
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language_creators: |
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- crowdsourced |
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language: |
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- en |
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license: cc-by-nc-4.0 |
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multilinguality: |
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- multilingual |
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size_categories: |
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- 10M<n<100M |
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source_datasets: |
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- original |
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task_categories: |
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- fill-mask |
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- text-generation |
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task_ids: |
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- language-modeling |
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- masked-language-modeling |
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pretty_name: Wiki-DPR |
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tags: |
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- text-search |
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--- |
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The project contains indexes, datasets, checkpoints for RAG training and research. |
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## Sources |
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- checkpoint: ColBERTv2 (https://downloads.cs.stanford.edu/nlp/data/colbert/colbertv2/colbertv2.0.tar.gz) |
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- dataset: wiki_dpr (https://github.com/facebookresearch/DPR/blob/main/dpr/data/download_data.py) |
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- indexes (https://github.com/ittia-research/check/tree/main/datasets/wiki_dpr) |
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- indexing config: `ColBERTConfig(nbits=2, doc_maxlen=220)` |
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- Didn't compress the index files to one archive because compress save less than 5% space and takes a long time. |
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