Datasets:
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---
annotations_creators:
- no-annotation
language_creators:
- crowdsourced
language:
- en
license: cc-by-nc-4.0
multilinguality:
- multilingual
size_categories:
- 10M<n<100M
source_datasets:
- original
task_categories:
- fill-mask
- text-generation
task_ids:
- language-modeling
- masked-language-modeling
pretty_name: Wiki-DPR
tags:
- text-search
---
The project contains indexes, datasets, checkpoints for RAG training and research.
## Sources
- checkpoint: ColBERTv2 (https://downloads.cs.stanford.edu/nlp/data/colbert/colbertv2/colbertv2.0.tar.gz)
- dataset: wiki_dpr (https://github.com/facebookresearch/DPR/blob/main/dpr/data/download_data.py)
- indexes (https://github.com/ittia-research/check/tree/main/datasets/wiki_dpr)
- indexing config: `ColBERTConfig(nbits=2, doc_maxlen=220)`
- 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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