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 |