|
|
--- |
|
|
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 | |
