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metadata
dataset_info:
  features:
    - name: query_id
      dtype: string
    - name: query
      dtype: string
    - name: positive_passages
      list:
        - name: docid
          dtype: string
        - name: text
          dtype: string
        - name: title
          dtype: string
    - name: negative_passages
      list:
        - name: docid
          dtype: string
        - name: text
          dtype: string
        - name: title
          dtype: string
    - name: subset
      dtype: string
  splits:
    - name: train
      num_bytes: 43144012642.700035
      num_examples: 680223
  download_size: 6653360727
  dataset_size: 43144012642.700035
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
task_categories:
  - sentence-similarity
language:
  - en
pretty_name: BGE Retrieval Dataset (7 Datasets)
size_categories:
  - 100K<n<1M

BGE-Retrieval-Data (7 Datasets)

This filtered version of nthakur/bge-full-data includes only 7 datasets of ~678K training pairs. The distribution of each subset is shown below:

Dataset Training Pairs Pos Hard Negs
msmarco_passage 485823 1.1 25.0
hotpotqa 84516 2.0 20.0
nq 58568 1.0 98.5
fever 29096 1.3 20.0
scidocsrr 12655 1.6 19.7
fiqa 5500 2.6 15.0
arguana 4065 1.0 13.6