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--- |
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language: |
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- en |
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- multilingual |
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- ar |
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- bg |
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- ca |
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- cs |
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- da |
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- de |
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- el |
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- es |
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- et |
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- fa |
|
- fi |
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- fr |
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- gl |
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- he |
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- hi |
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- hr |
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- hu |
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- hy |
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- id |
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- it |
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- ja |
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- ka |
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- ko |
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- lt |
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- lv |
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- mk |
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- ms |
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- nl |
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- pl |
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- pt |
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- ro |
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- ru |
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- sk |
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- sl |
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- sq |
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- sr |
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- sv |
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- th |
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- tr |
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- uk |
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- ur |
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- vi |
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- zh |
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size_categories: |
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- 100M<n<1B |
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task_categories: |
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- feature-extraction |
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- sentence-similarity |
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pretty_name: OpenSubtitles |
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tags: |
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- sentence-transformers |
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dataset_info: |
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- config_name: all |
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features: |
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- name: english |
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dtype: string |
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- name: non_english |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 11316018758 |
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num_examples: 137188833 |
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download_size: 7483678963 |
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dataset_size: 11316018758 |
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- config_name: en-ar |
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features: |
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- name: english |
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dtype: string |
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- name: non_english |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 826538075 |
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num_examples: 8743055 |
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download_size: 511913608 |
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dataset_size: 826538075 |
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- config_name: en-bg |
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features: |
|
- name: english |
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dtype: string |
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- name: non_english |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 1076922265 |
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num_examples: 10724202 |
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download_size: 644515912 |
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dataset_size: 1076922265 |
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- config_name: en-ca |
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features: |
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- name: english |
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dtype: string |
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- name: non_english |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 34318439 |
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num_examples: 444777 |
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download_size: 23823430 |
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dataset_size: 34318439 |
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- config_name: en-cs |
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features: |
|
- name: english |
|
dtype: string |
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- name: non_english |
|
dtype: string |
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splits: |
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- name: train |
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num_bytes: 218510762 |
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num_examples: 2920774 |
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download_size: 155004427 |
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dataset_size: 218510762 |
|
- config_name: en-da |
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features: |
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- name: english |
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dtype: string |
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- name: non_english |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 555469102 |
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num_examples: 7273355 |
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download_size: 379638582 |
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dataset_size: 555469102 |
|
- config_name: en-de |
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features: |
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- name: english |
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dtype: string |
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- name: non_english |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 833490152 |
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num_examples: 10488713 |
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download_size: 566162842 |
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dataset_size: 833490152 |
|
- config_name: en-el |
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features: |
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- name: english |
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dtype: string |
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- name: non_english |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 289513692 |
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num_examples: 2830295 |
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download_size: 171187237 |
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dataset_size: 289513692 |
|
- config_name: en-es |
|
features: |
|
- name: english |
|
dtype: string |
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- name: non_english |
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dtype: string |
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splits: |
|
- name: train |
|
num_bytes: 1069011190 |
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num_examples: 13646844 |
|
download_size: 736606622 |
|
dataset_size: 1069011190 |
|
- config_name: en-et |
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features: |
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- name: english |
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dtype: string |
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- name: non_english |
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dtype: string |
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splits: |
|
- name: train |
|
num_bytes: 419069115 |
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num_examples: 5547032 |
|
download_size: 293441186 |
|
dataset_size: 419069115 |
|
- config_name: en-fa |
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features: |
|
- name: english |
|
dtype: string |
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- name: non_english |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 254083 |
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num_examples: 2777 |
|
download_size: 151810 |
|
dataset_size: 254083 |
|
- config_name: en-fi |
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features: |
|
- name: english |
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dtype: string |
|
- name: non_english |
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dtype: string |
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splits: |
|
- name: train |
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num_bytes: 64413762 |
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num_examples: 854994 |
|
download_size: 44301460 |
|
dataset_size: 64413762 |
|
- config_name: en-fr |
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features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 597776363 |
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num_examples: 7740571 |
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download_size: 407030873 |
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dataset_size: 597776363 |
|
- config_name: en-gl |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 16240292 |
|
num_examples: 205832 |
|
download_size: 11199505 |
|
dataset_size: 16240292 |
|
- config_name: en-he |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
|
dtype: string |
|
splits: |
|
- name: train |
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num_bytes: 405098730 |
|
num_examples: 4454835 |
|
download_size: 249157443 |
|
dataset_size: 405098730 |
|
- config_name: en-hi |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 9634452 |
|
num_examples: 83527 |
|
download_size: 4903735 |
|
dataset_size: 9634452 |
|
- config_name: en-hr |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 240725640 |
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num_examples: 3273206 |
|
download_size: 169723227 |
|
dataset_size: 240725640 |
|
- config_name: en-hu |
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features: |
|
- name: english |
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dtype: string |
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- name: non_english |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 76599345 |
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num_examples: 1024817 |
|
download_size: 53601060 |
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dataset_size: 76599345 |
|
- config_name: en-hy |
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features: |
|
- name: english |
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dtype: string |
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- name: non_english |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 401508 |
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num_examples: 3431 |
|
download_size: 244280 |
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dataset_size: 401508 |
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- config_name: en-id |
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features: |
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- name: english |
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dtype: string |
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- name: non_english |
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dtype: string |
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splits: |
|
- name: train |
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num_bytes: 605900595 |
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num_examples: 7616906 |
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download_size: 396124955 |
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dataset_size: 605900595 |
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- config_name: en-it |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
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dtype: string |
|
splits: |
|
- name: train |
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num_bytes: 78336681 |
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num_examples: 1045344 |
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download_size: 53887831 |
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dataset_size: 78336681 |
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- config_name: en-ja |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
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dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 3200282 |
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num_examples: 41973 |
|
download_size: 2092332 |
|
dataset_size: 3200282 |
|
- config_name: en-ka |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
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dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 11439780 |
|
num_examples: 104420 |
|
download_size: 5845454 |
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dataset_size: 11439780 |
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- config_name: en-ko |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
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dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 114611109 |
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num_examples: 1436258 |
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download_size: 78122926 |
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dataset_size: 114611109 |
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- config_name: en-lt |
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features: |
|
- name: english |
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dtype: string |
|
- name: non_english |
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dtype: string |
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splits: |
|
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num_examples: 1284406 |
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download_size: 64875311 |
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dataset_size: 91753190 |
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- config_name: en-lv |
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features: |
|
- name: english |
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dtype: string |
|
- name: non_english |
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dtype: string |
|
splits: |
|
- name: train |
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num_bytes: 34219467 |
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num_examples: 477760 |
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download_size: 24049678 |
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dataset_size: 34219467 |
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- config_name: en-mk |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 18662216 |
|
num_examples: 203729 |
|
download_size: 11055574 |
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dataset_size: 18662216 |
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- config_name: en-ms |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
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dtype: string |
|
splits: |
|
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|
num_bytes: 126190753 |
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num_examples: 1694373 |
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download_size: 82461990 |
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dataset_size: 126190753 |
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- config_name: en-nl |
|
features: |
|
- name: english |
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dtype: string |
|
- name: non_english |
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dtype: string |
|
splits: |
|
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|
num_bytes: 142136931 |
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num_examples: 1862343 |
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download_size: 96884736 |
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dataset_size: 142136931 |
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- config_name: en-pl |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 80637858 |
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num_examples: 1064135 |
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download_size: 56163222 |
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dataset_size: 80637858 |
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- config_name: en-pt |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
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dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 147347915 |
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num_examples: 1924441 |
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download_size: 100545453 |
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dataset_size: 147347915 |
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- config_name: en-ro |
|
features: |
|
- name: english |
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dtype: string |
|
- name: non_english |
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dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 20659663 |
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num_examples: 273548 |
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download_size: 14115254 |
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dataset_size: 20659663 |
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- config_name: en-ru |
|
features: |
|
- name: english |
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dtype: string |
|
- name: non_english |
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dtype: string |
|
splits: |
|
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num_bytes: 525448703 |
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num_examples: 5283787 |
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download_size: 318535184 |
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dataset_size: 525448703 |
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- config_name: en-sk |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
|
dtype: string |
|
splits: |
|
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|
num_bytes: 282051576 |
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num_examples: 3677455 |
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download_size: 200308565 |
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dataset_size: 282051576 |
|
- config_name: en-sl |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 160957849 |
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num_examples: 2291292 |
|
download_size: 114539067 |
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dataset_size: 160957849 |
|
- config_name: en-sq |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
|
dtype: string |
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splits: |
|
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|
num_bytes: 93336746 |
|
num_examples: 1256073 |
|
download_size: 63485750 |
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dataset_size: 93336746 |
|
- config_name: en-sr |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
|
dtype: string |
|
splits: |
|
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|
num_bytes: 2920561 |
|
num_examples: 38344 |
|
download_size: 2049971 |
|
dataset_size: 2920561 |
|
- config_name: en-sv |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 569079984 |
|
num_examples: 7321074 |
|
download_size: 387575362 |
|
dataset_size: 569079984 |
|
- config_name: en-th |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 87412602 |
|
num_examples: 729393 |
|
download_size: 45313062 |
|
dataset_size: 87412602 |
|
- config_name: en-tr |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
|
dtype: string |
|
splits: |
|
- name: train |
|
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|
num_examples: 15692685 |
|
download_size: 854180494 |
|
dataset_size: 1245518887 |
|
- config_name: en-uk |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
|
dtype: string |
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splits: |
|
- name: train |
|
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|
num_examples: 825403 |
|
download_size: 48187610 |
|
dataset_size: 78489362 |
|
- config_name: en-ur |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
|
dtype: string |
|
splits: |
|
- name: train |
|
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|
num_examples: 28512 |
|
download_size: 1556232 |
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dataset_size: 2647648 |
|
- config_name: en-vi |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 35297480 |
|
num_examples: 433099 |
|
download_size: 22234720 |
|
dataset_size: 35297480 |
|
- config_name: en-zh_cn |
|
features: |
|
- name: english |
|
dtype: string |
|
- name: non_english |
|
dtype: string |
|
splits: |
|
- name: train |
|
num_bytes: 23773953 |
|
num_examples: 319043 |
|
download_size: 16428249 |
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dataset_size: 23773953 |
|
configs: |
|
- config_name: all |
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data_files: |
|
- split: train |
|
path: all/train-* |
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- config_name: en-ar |
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data_files: |
|
- split: train |
|
path: en-ar/train-* |
|
- config_name: en-bg |
|
data_files: |
|
- split: train |
|
path: en-bg/train-* |
|
- config_name: en-ca |
|
data_files: |
|
- split: train |
|
path: en-ca/train-* |
|
- config_name: en-cs |
|
data_files: |
|
- split: train |
|
path: en-cs/train-* |
|
- config_name: en-da |
|
data_files: |
|
- split: train |
|
path: en-da/train-* |
|
- config_name: en-de |
|
data_files: |
|
- split: train |
|
path: en-de/train-* |
|
- config_name: en-el |
|
data_files: |
|
- split: train |
|
path: en-el/train-* |
|
- config_name: en-es |
|
data_files: |
|
- split: train |
|
path: en-es/train-* |
|
- config_name: en-et |
|
data_files: |
|
- split: train |
|
path: en-et/train-* |
|
- config_name: en-fa |
|
data_files: |
|
- split: train |
|
path: en-fa/train-* |
|
- config_name: en-fi |
|
data_files: |
|
- split: train |
|
path: en-fi/train-* |
|
- config_name: en-fr |
|
data_files: |
|
- split: train |
|
path: en-fr/train-* |
|
- config_name: en-gl |
|
data_files: |
|
- split: train |
|
path: en-gl/train-* |
|
- config_name: en-he |
|
data_files: |
|
- split: train |
|
path: en-he/train-* |
|
- config_name: en-hi |
|
data_files: |
|
- split: train |
|
path: en-hi/train-* |
|
- config_name: en-hr |
|
data_files: |
|
- split: train |
|
path: en-hr/train-* |
|
- config_name: en-hu |
|
data_files: |
|
- split: train |
|
path: en-hu/train-* |
|
- config_name: en-hy |
|
data_files: |
|
- split: train |
|
path: en-hy/train-* |
|
- config_name: en-id |
|
data_files: |
|
- split: train |
|
path: en-id/train-* |
|
- config_name: en-it |
|
data_files: |
|
- split: train |
|
path: en-it/train-* |
|
- config_name: en-ja |
|
data_files: |
|
- split: train |
|
path: en-ja/train-* |
|
- config_name: en-ka |
|
data_files: |
|
- split: train |
|
path: en-ka/train-* |
|
- config_name: en-ko |
|
data_files: |
|
- split: train |
|
path: en-ko/train-* |
|
- config_name: en-lt |
|
data_files: |
|
- split: train |
|
path: en-lt/train-* |
|
- config_name: en-lv |
|
data_files: |
|
- split: train |
|
path: en-lv/train-* |
|
- config_name: en-mk |
|
data_files: |
|
- split: train |
|
path: en-mk/train-* |
|
- config_name: en-ms |
|
data_files: |
|
- split: train |
|
path: en-ms/train-* |
|
- config_name: en-nl |
|
data_files: |
|
- split: train |
|
path: en-nl/train-* |
|
- config_name: en-pl |
|
data_files: |
|
- split: train |
|
path: en-pl/train-* |
|
- config_name: en-pt |
|
data_files: |
|
- split: train |
|
path: en-pt/train-* |
|
- config_name: en-ro |
|
data_files: |
|
- split: train |
|
path: en-ro/train-* |
|
- config_name: en-ru |
|
data_files: |
|
- split: train |
|
path: en-ru/train-* |
|
- config_name: en-sk |
|
data_files: |
|
- split: train |
|
path: en-sk/train-* |
|
- config_name: en-sl |
|
data_files: |
|
- split: train |
|
path: en-sl/train-* |
|
- config_name: en-sq |
|
data_files: |
|
- split: train |
|
path: en-sq/train-* |
|
- config_name: en-sr |
|
data_files: |
|
- split: train |
|
path: en-sr/train-* |
|
- config_name: en-sv |
|
data_files: |
|
- split: train |
|
path: en-sv/train-* |
|
- config_name: en-th |
|
data_files: |
|
- split: train |
|
path: en-th/train-* |
|
- config_name: en-tr |
|
data_files: |
|
- split: train |
|
path: en-tr/train-* |
|
- config_name: en-uk |
|
data_files: |
|
- split: train |
|
path: en-uk/train-* |
|
- config_name: en-ur |
|
data_files: |
|
- split: train |
|
path: en-ur/train-* |
|
- config_name: en-vi |
|
data_files: |
|
- split: train |
|
path: en-vi/train-* |
|
- config_name: en-zh_cn |
|
data_files: |
|
- split: train |
|
path: en-zh_cn/train-* |
|
--- |
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# Dataset Card for Parallel Sentences - OpenSubtitles |
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This dataset contains parallel sentences (i.e. English sentence + the same sentences in another language) for numerous other languages. Most of the sentences originate from the [OPUS website](https://opus.nlpl.eu/). |
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In particular, this dataset contains the [OpenSubtitles](https://opus.nlpl.eu/OpenSubtitles/corpus/version/OpenSubtitles) dataset. |
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Warning! The quality of this dataset is not great; many of the english and non-english texts don't match well, or are fully empty. |
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## Related Datasets |
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The following datasets are also a part of the Parallel Sentences collection: |
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* [parallel-sentences-europarl](https://huggingface.co/datasets/sentence-transformers/parallel-sentences-europarl) |
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* [parallel-sentences-global-voices](https://huggingface.co/datasets/sentence-transformers/parallel-sentences-global-voices) |
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* [parallel-sentences-muse](https://huggingface.co/datasets/sentence-transformers/parallel-sentences-muse) |
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* [parallel-sentences-jw300](https://huggingface.co/datasets/sentence-transformers/parallel-sentences-jw300) |
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* [parallel-sentences-news-commentary](https://huggingface.co/datasets/sentence-transformers/parallel-sentences-news-commentary) |
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* [parallel-sentences-opensubtitles](https://huggingface.co/datasets/sentence-transformers/parallel-sentences-opensubtitles) |
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* [parallel-sentences-talks](https://huggingface.co/datasets/sentence-transformers/parallel-sentences-talks) |
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* [parallel-sentences-tatoeba](https://huggingface.co/datasets/sentence-transformers/parallel-sentences-tatoeba) |
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* [parallel-sentences-wikimatrix](https://huggingface.co/datasets/sentence-transformers/parallel-sentences-wikimatrix) |
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* [parallel-sentences-wikititles](https://huggingface.co/datasets/sentence-transformers/parallel-sentences-wikititles) |
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* [parallel-sentences-ccmatrix](https://huggingface.co/datasets/sentence-transformers/parallel-sentences-ccmatrix) |
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These datasets can be used to train multilingual sentence embedding models. For more information, see [sbert.net - Multilingual Models](https://www.sbert.net/examples/training/multilingual/README.html). |
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## Dataset Subsets |
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### `all` subset |
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* Columns: "english", "non_english" |
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* Column types: `str`, `str` |
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* Examples: |
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```python |
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{ |
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"english": "We can't predict it and we can't control it.", |
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"non_english": "ูุญู ูุง ููุณุชุทูุนู ุชููููููุนู ููุญู ูุง ููุณุชุทูุนู ุงูุณูููุทูุฑูุฉ ุนููู." |
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} |
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``` |
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* Collection strategy: Combining all other subsets from this dataset. |
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* Deduplified: No |
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### `en-...` subsets |
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* Columns: "english", "non_english" |
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* Column types: `str`, `str` |
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* Examples: |
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```python |
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{ |
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"english": "ever faithful, ever true, nothing stops him, he'll get through.", |
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"non_english": "์ฐ๋ฆฌ์ ํ๊ฒฐ๊ฐ์ ์ฌ๋ถ๋ฆ๊พผ ํฉ์ ์์ ์จ ๊ฐ๋ ๊ธธ์ ๊ทธ ๋๊ฐ ๋ง์ผ๋ด!" |
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} |
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``` |
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* Collection strategy: Processing the raw data from [parallel-sentences](https://huggingface.co/datasets/sentence-transformers/parallel-sentences) and formatting it in Parquet, followed by deduplication. |
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* Deduplified: Yes |
