| --- |
| configs: |
| - config_name: bkai_newssapo_title_body |
| data_files: |
| - split: train |
| path: bkai_newssapo_title_body/train-* |
| - config_name: bkai_newssapo_title_sapo |
| data_files: |
| - split: train |
| path: bkai_newssapo_title_sapo/train-* |
| - config_name: contrastive-pretraining-vi |
| data_files: |
| - split: train |
| path: contrastive-pretraining-vi/train-*.parquet |
| - config_name: crosslingual_law |
| data_files: |
| - split: train |
| path: crosslingual_law/train-*.parquet |
| - config_name: dbpedia_vn_title_text |
| data_files: |
| - split: train |
| path: dbpedia_vn_title_text/train-*.parquet |
| - config_name: finewiki-vi |
| data_files: |
| - split: train |
| path: finewiki-vi/train-*.parquet |
| - config_name: medlatec_vn_hoi_dap |
| data_files: |
| - split: train |
| path: medlatec_vn_hoi_dap/train-* |
| - config_name: msmarco-vn-pretrain |
| data_files: |
| - split: train |
| path: msmarco-vn-pretrain/train-*.parquet |
| - config_name: viepaws |
| default: true |
| data_files: |
| - split: train |
| path: viepaws/train-*.parquet |
| - config_name: vietnam_journal |
| data_files: |
| - split: train |
| path: vietnam_journal/train-*.parquet |
| - config_name: vinmec_vn_hoi_dap |
| data_files: |
| - split: train |
| path: vinmec_vn_hoi_dap/train-* |
| - config_name: visp_paraphrase |
| data_files: |
| - split: train |
| path: visp_paraphrase/train-*.parquet |
| - config_name: vn_news_title_context |
| data_files: |
| - split: train |
| path: vn_news_title_context/train-*.parquet |
| - config_name: vn_news_title_description |
| data_files: |
| - split: train |
| path: vn_news_title_description/train-*.parquet |
| dataset_info: |
| - config_name: bkai_newssapo_title_body |
| features: |
| - name: query |
| dtype: string |
| - name: document |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 81787433681 |
| num_examples: 21974741 |
| download_size: 0 |
| dataset_size: 81787433681 |
| - config_name: bkai_newssapo_title_sapo |
| features: |
| - name: query |
| dtype: string |
| - name: document |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 7163667892 |
| num_examples: 21434465 |
| download_size: 4329329419 |
| dataset_size: 7163667892 |
| - config_name: contrastive-pretraining-vi |
| features: |
| - name: query |
| dtype: string |
| - name: document |
| dtype: string |
| splits: |
| - name: train |
| num_examples: 884499 |
| - config_name: crosslingual_law |
| features: |
| - name: query |
| dtype: string |
| - name: document |
| dtype: string |
| splits: |
| - name: train |
| num_examples: 521697 |
| - config_name: dbpedia_vn_title_text |
| features: |
| - name: query |
| dtype: string |
| - name: document |
| dtype: string |
| splits: |
| - name: train |
| num_examples: 4632996 |
| - config_name: finewiki-vi |
| features: |
| - name: query |
| dtype: string |
| - name: document |
| dtype: string |
| splits: |
| - name: train |
| num_examples: 1279087 |
| - config_name: medlatec_vn_hoi_dap |
| features: |
| - name: query |
| dtype: string |
| - name: document |
| dtype: string |
| - name: url |
| dtype: string |
| - name: item_id |
| dtype: string |
| - name: specialty |
| dtype: string |
| - name: doctor_name |
| dtype: string |
| - name: date_asked |
| dtype: string |
| - name: date_answered |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 13870177 |
| num_examples: 5994 |
| download_size: 5164021 |
| dataset_size: 13870177 |
| - config_name: msmarco-vn-pretrain |
| features: |
| - name: index |
| dtype: int64 |
| - name: query |
| dtype: string |
| - name: document |
| dtype: string |
| splits: |
| - name: train |
| num_examples: 5115817 |
| - config_name: viepaws |
| features: |
| - name: query |
| dtype: string |
| - name: document |
| dtype: string |
| splits: |
| - name: train |
| num_examples: 9966 |
| - config_name: vietnam_journal |
| features: |
| - name: query |
| dtype: string |
| - name: document |
| dtype: string |
| splits: |
| - name: train |
| num_examples: 63426 |
| - config_name: vinmec_vn_hoi_dap |
| features: |
| - name: query |
| dtype: string |
| - name: document |
| dtype: string |
| - name: url |
| dtype: string |
| - name: category |
| dtype: string |
| - name: category_name |
| dtype: string |
| - name: doctor_info |
| dtype: string |
| - name: tags |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 36943133 |
| num_examples: 17253 |
| download_size: 12630230 |
| dataset_size: 36943133 |
| - config_name: visp_paraphrase |
| features: |
| - name: query |
| dtype: string |
| - name: document |
| dtype: string |
| splits: |
| - name: train |
| num_examples: 797352 |
| - config_name: vn_news_title_context |
| features: |
| - name: query |
| dtype: string |
| - name: document |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 11131694228 |
| num_examples: 2323628 |
| download_size: 5108584169 |
| dataset_size: 11131694228 |
| - config_name: vn_news_title_description |
| features: |
| - name: query |
| dtype: string |
| - name: document |
| dtype: string |
| splits: |
| - name: train |
| num_examples: 2317639 |
| --- |
| |
| | Subset | Rows | |
| | --- | ---: | |
| | `bkai_newssapo_title_body` | 21,974,741 | |
| | `bkai_newssapo_title_sapo` | 21,434,465 | |
| | `contrastive-pretraining-vi` | 884,499 | |
| | `crosslingual_law` | 521,697 | |
| | `dbpedia_vn_title_text` | 4,632,996 | |
| | `finewiki-vi` | 1,279,087 | |
| | `medlatec_vn_hoi_dap` | 5,994 | |
| | `msmarco-vn-pretrain` | 5,115,817 | |
| | `viepaws` | 9,966 | |
| | `vietnam_journal` | 63,426 | |
| | `vinmec_vn_hoi_dap` | 17,253 | |
| | `visp_paraphrase` | 797,352 | |
| | `vn_news_title_context` | 2,323,628 | |
| | `vn_news_title_description` | 2,317,639 | |
| | **Total** | **61,378,560** | |
|
|
|
|
| ## Nguồn dữ liệu (Data Sources) |
|
|
| Dưới đây là danh sách các tập dữ liệu gốc (nguồn) đã được sử dụng và xử lý lại trong repository này: |
|
|
| | Subset | Nguồn gốc / Original Source | Ghi chú | |
| | --- | --- | --- | |
| | `bkai_newssapo_title_body` / `_sapo` | [bkai-foundation-models/BKAINewsCorpus](https://huggingface.co/datasets/bkai-foundation-models/BKAINewsCorpus) | | |
| | `contrastive-pretraining-vi` | [orionweller/contrastive-pretraining](https://huggingface.co/datasets/orionweller/contrastive-pretraining) | | |
| | `crosslingual_law` | [bkai-foundation-models/crosslingual](https://huggingface.co/datasets/bkai-foundation-models/crosslingual) | | |
| | `dbpedia_vn_title_text` | [GreenNode/dbpedia-vn](https://huggingface.co/datasets/GreenNode/dbpedia-vn) | DBPedia Vietnamese | |
| | `finewiki-vi` | [HuggingFaceFW/finewiki](https://huggingface.co/datasets/HuggingFaceFW/finewiki) | | |
| | `medlatec_vn_hoi_dap` | [Medlatec.vn](https://medlatec.vn/hoi-dap-suc-khoe) | Crawled Q&A data | |
| | `msmarco-vn-pretrain` | [GreenNode/msmarco-vn](https://huggingface.co/datasets/GreenNode/msmarco-vn) | Translated MS-MARCO | |
| | `viepaws` | [ngwgsang/ViePAWS](https://huggingface.co/datasets/ngwgsang/ViePAWS) | | |
| | `vietnam_journal` | Dữ liệu Crawl (Web) | | |
| | `vinmec_vn_hoi_dap` | [Vinmec.com](https://www.vinmec.com/vi/hoi-dap-bac-si/) | Crawled Q&A data | |
| | `visp_paraphrase` | [ngwgsang/ViSP](https://huggingface.co/datasets/ngwgsang/ViSP) | | |
| | `vn_news_title_context` / `_cleaned` / `_description` | [tmnam20/Vietnamese-News](https://huggingface.co/datasets/tmnam20/Vietnamese-News) | Subset `all` | |
|
|
