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metadata
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
contrastive-pretraining-vi orionweller/contrastive-pretraining
crosslingual_law bkai-foundation-models/crosslingual
dbpedia_vn_title_text GreenNode/dbpedia-vn DBPedia Vietnamese
finewiki-vi HuggingFaceFW/finewiki
medlatec_vn_hoi_dap Medlatec.vn Crawled Q&A data
msmarco-vn-pretrain GreenNode/msmarco-vn Translated MS-MARCO
viepaws ngwgsang/ViePAWS
vietnam_journal Dữ liệu Crawl (Web)
vinmec_vn_hoi_dap Vinmec.com Crawled Q&A data
visp_paraphrase ngwgsang/ViSP
vn_news_title_context / _cleaned / _description tmnam20/Vietnamese-News Subset all