README.md · ittia/wiki

metadata

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.