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@@ -461,7 +461,7 @@ Table of Contents:
461
  * [Dataset Description](#dataset-description)
462
  * [Dataset Structure](#dataset-structure)
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  * [Dataset Composition](#dataset-composition)
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- * [Web](#web) <a href="#web">Web</a>
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  * [Newspaper](#newspaper)
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  * [Technical](#technical)
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  * [Book](#book)
@@ -528,7 +528,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
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  <table>
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  <thead>
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  <tr>
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- <th><strong>subset</strong></th>
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  <th><strong>language</strong></th>
533
  <th><strong>M docs</strong></th>
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  <th><strong>B words</strong></th>
@@ -539,9 +539,9 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
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  </thead>
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  <tbody>
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  <tr>
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- <td colspan="7"><h4 id="web">Web</h4></td></tr>
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  <tr>
544
- <td>[<strong> RedPajama</strong>](#redpajama-v2)</td>
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  <td><strong>fr</strong></td>
546
  <td>640.77</td>
547
  <td>477.758</td>
@@ -550,7 +550,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
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  <td><strong>2014</strong> (1.32 B words), <strong>2015</strong> (0.776 B words), <strong>2016</strong> (2.033 B words), <strong>2017</strong> (55.665 B words), <strong>2018</strong> (81.345 B words), <strong>2020</strong> (75.141 B words), <strong>2021</strong> (82.439 B words), <strong>2022</strong> (64.866 B words), <strong>2023</strong> (27.239 B words)</td>
551
  </tr>
552
  <tr>
553
- <td><strong>[RedPajama](#redpajama-v2)</strong></td>
554
  <td><strong>de</strong></td>
555
  <td>162.779</td>
556
  <td>103.078</td>
@@ -559,7 +559,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
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  <td><strong>2021</strong> (17.591 B words), <strong>2023</strong> (24.704 B words)</td>
560
  </tr>
561
  <tr>
562
- <td><strong>RedPajama</strong></td>
563
  <td><strong>es</strong></td>
564
  <td>169.447</td>
565
  <td>121.751</td>
@@ -568,7 +568,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
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  <td><strong>2021</strong> (20.821 B words), <strong>2023</strong> (28.868 B words)</td>
569
  </tr>
570
  <tr>
571
- <td><strong>RedPajama</strong></td>
572
  <td><strong>it</strong></td>
573
  <td>97.324</td>
574
  <td>60.194</td>
@@ -577,7 +577,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
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  <td><strong>2021</strong> (10.266 B words), <strong>2023</strong> (14.403 B words)</td>
578
  </tr>
579
  <tr>
580
- <td><strong>FineWebEdu</strong></td>
581
  <td><strong>en</strong></td>
582
  <td>421.209</td>
583
  <td>327.453</td>
@@ -586,9 +586,9 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
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  <td><strong>2019</strong> (65.275 B words), <strong>2020</strong> (59.076 B words), <strong>2022</strong> (58.788 B words), <strong>2023</strong> (62.085 B words), <strong>2024</strong> (9.197 B words)</td>
587
  </tr>
588
  <tr>
589
- <td colspan="7"><h4>Newspaper</h4></td></tr>
590
  <tr>
591
- <td><strong>GallicaPress</strong></td>
592
  <td><strong>fr</strong></td>
593
  <td>3.205</td>
594
  <td>67.496</td>
@@ -597,7 +597,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
597
  <td></td>
598
  </tr>
599
  <tr>
600
- <td><strong>AmericanStories</strong></td>
601
  <td><strong>en</strong></td>
602
  <td>59.42</td>
603
  <td>8.902</td>
@@ -606,9 +606,9 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
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  <td></td>
607
  </tr>
608
  <tr>
609
- <td colspan="7"><h4>Technical</h4></td></tr>
610
  <tr>
611
- <td><strong>PeS2o</strong></td>
612
  <td><strong>en</strong></td>
613
  <td>38.972</td>
614
  <td>42.296</td>
@@ -617,7 +617,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
617
  <td></td>
618
  </tr>
619
  <tr>
620
- <td><strong>HAL</strong></td>
621
  <td><strong>fr</strong></td>
622
  <td>0.349</td>
623
  <td>9.356</td>
@@ -626,7 +626,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
626
  <td></td>
627
  </tr>
628
  <tr>
629
- <td><strong>Theses</strong></td>
630
  <td><strong>fr</strong></td>
631
  <td>0.102</td>
632
  <td>7.547</td>
@@ -634,17 +634,17 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
634
  <td>47.758</td>
635
  <td></td>
636
  </tr>
637
- <!-- <tr>
638
- <td><strong>Persee</strong></td>
639
  <td><strong>fr</strong></td>
640
  <td>1.094</td>
641
  <td>3.25</td>
642
  <td>5.754</td>
643
  <td>20.314</td>
644
  <td></td>
645
- </tr> -->
646
  <tr>
647
- <td><strong>Pile (USPTO_Backgrounds)</strong></td>
648
  <td><strong>en</strong></td>
649
  <td>5.139</td>
650
  <td>3.492</td>
@@ -653,7 +653,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
653
  <td></td>
654
  </tr>
655
  <tr>
656
- <td><strong>OpenEdition</strong></td>
657
  <td><strong>fr</strong></td>
658
  <td>0.939</td>
659
  <td>2.225</td>
@@ -662,7 +662,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
662
  <td></td>
663
  </tr>
664
  <tr>
665
- <td><strong>Pile (PhilPapers)</strong></td>
666
  <td><strong>en</strong></td>
667
  <td>0.031</td>
668
  <td>0.363</td>
@@ -671,7 +671,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
671
  <td></td>
672
  </tr>
673
  <tr>
674
- <td><strong>Pile (NIH_ExPorter)</strong></td>
675
  <td><strong>en</strong></td>
676
  <td>0.914</td>
677
  <td>0.288</td>
@@ -680,9 +680,9 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
680
  <td></td>
681
  </tr>
682
  <tr>
683
- <td colspan="7"><h4>Book</h4></td></tr>
684
  <tr>
685
- <td><strong>GallicaMonographies</strong></td>
686
  <td><strong>fr</strong></td>
687
  <td>0.278</td>
688
  <td>15.106</td>
@@ -691,7 +691,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
691
  <td></td>
692
  </tr>
693
  <tr>
694
- <td><strong>Gutenberg</strong></td>
695
  <td><strong>en</strong></td>
696
  <td>0.056</td>
697
  <td>3.544</td>
@@ -700,7 +700,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
700
  <td></td>
701
  </tr>
702
  <tr>
703
- <td><strong>Gutenberg</strong></td>
704
  <td><strong>fr</strong></td>
705
  <td>0.003</td>
706
  <td>0.227</td>
@@ -709,7 +709,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
709
  <td></td>
710
  </tr>
711
  <tr>
712
- <td><strong>Gutenberg</strong></td>
713
  <td><strong>de</strong></td>
714
  <td>0.002</td>
715
  <td>0.099</td>
@@ -718,7 +718,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
718
  <td></td>
719
  </tr>
720
  <tr>
721
- <td><strong>Gutenberg</strong></td>
722
  <td><strong>it</strong></td>
723
  <td>0.001</td>
724
  <td>0.066</td>
@@ -727,7 +727,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
727
  <td></td>
728
  </tr>
729
  <tr>
730
- <td><strong>Gutenberg</strong></td>
731
  <td><strong>es</strong></td>
732
  <td>0.001</td>
733
  <td>0.051</td>
@@ -736,9 +736,9 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
736
  <td></td>
737
  </tr>
738
  <tr>
739
- <td colspan="7"><h4>Parallel Corpora</h4></td></tr>
740
  <tr>
741
- <td><strong>CroissantAligned</strong></td>
742
  <td><strong>fr-en</strong></td>
743
  <td>408.029</td>
744
  <td>16.911</td>
@@ -747,7 +747,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
747
  <td></td>
748
  </tr>
749
  <tr>
750
- <td><strong>EuroparlAligned</strong></td>
751
  <td><strong>it-en</strong></td>
752
  <td>1.901</td>
753
  <td>0.1</td>
@@ -756,7 +756,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
756
  <td></td>
757
  </tr>
758
  <tr>
759
- <td><strong>EuroparlAligned</strong></td>
760
  <td><strong>fr-en</strong></td>
761
  <td>2.003</td>
762
  <td>0.105</td>
@@ -765,7 +765,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
765
  <td></td>
766
  </tr>
767
  <tr>
768
- <td><strong>EuroparlAligned</strong></td>
769
  <td><strong>es-en</strong></td>
770
  <td>1.961</td>
771
  <td>0.103</td>
@@ -774,7 +774,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
774
  <td></td>
775
  </tr>
776
  <tr>
777
- <td><strong>EuroparlAligned</strong></td>
778
  <td><strong>de-fr</strong></td>
779
  <td>1.792</td>
780
  <td>0.091</td>
@@ -783,9 +783,9 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
783
  <td></td>
784
  </tr>
785
  <tr>
786
- <td colspan="7"><h4>Legislative Texts</h4></td></tr>
787
  <tr>
788
- <td><strong>Pile (FreeLaw)</strong></td>
789
  <td><strong>en</strong></td>
790
  <td>3.415</td>
791
  <td>8.204</td>
@@ -794,7 +794,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
794
  <td></td>
795
  </tr>
796
  <tr>
797
- <td><strong>Eurovoc</strong></td>
798
  <td><strong>en</strong></td>
799
  <td>0.272</td>
800
  <td>1.523</td>
@@ -803,7 +803,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
803
  <td></td>
804
  </tr>
805
  <tr>
806
- <td><strong>Eurovoc</strong></td>
807
  <td><strong>it</strong></td>
808
  <td>0.245</td>
809
  <td>0.731</td>
@@ -812,7 +812,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
812
  <td></td>
813
  </tr>
814
  <tr>
815
- <td><strong>Eurovoc</strong></td>
816
  <td><strong>de</strong></td>
817
  <td>0.247</td>
818
  <td>0.678</td>
@@ -821,7 +821,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
821
  <td></td>
822
  </tr>
823
  <tr>
824
- <td><strong>Eurovoc</strong></td>
825
  <td><strong>es</strong></td>
826
  <td>0.246</td>
827
  <td>0.757</td>
@@ -830,7 +830,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
830
  <td></td>
831
  </tr>
832
  <tr>
833
- <td><strong>OpenData</strong></td>
834
  <td><strong>fr</strong></td>
835
  <td>1.169</td>
836
  <td>0.755</td>
@@ -839,7 +839,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
839
  <td></td>
840
  </tr>
841
  <tr>
842
- <td><strong>QuestionsEcritesParlement</strong></td>
843
  <td><strong>fr</strong></td>
844
  <td>0.189</td>
845
  <td>0.108</td>
@@ -848,7 +848,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
848
  <td></td>
849
  </tr>
850
  <tr>
851
- <td><strong>LEGI</strong></td>
852
  <td><strong>fr</strong></td>
853
  <td>0.621</td>
854
  <td>0.088</td>
@@ -857,7 +857,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
857
  <td></td>
858
  </tr>
859
  <tr>
860
- <td><strong>AmendementsParlement</strong></td>
861
  <td><strong>fr</strong></td>
862
  <td>0.673</td>
863
  <td>0.045</td>
@@ -866,9 +866,9 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
866
  <td></td>
867
  </tr>
868
  <tr>
869
- <td colspan="7"><h4>Wiki</h4></td></tr>
870
  <tr>
871
- <td><strong>Wikipedia</strong></td>
872
  <td><strong>en</strong></td>
873
  <td>6.893</td>
874
  <td>4.708</td>
@@ -877,7 +877,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
877
  <td></td>
878
  </tr>
879
  <tr>
880
- <td><strong>Wikipedia</strong></td>
881
  <td><strong>de</strong></td>
882
  <td>2.877</td>
883
  <td>1.709</td>
@@ -886,7 +886,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
886
  <td></td>
887
  </tr>
888
  <tr>
889
- <td><strong>Wikipedia</strong></td>
890
  <td><strong>fr</strong></td>
891
  <td>2.648</td>
892
  <td>1.726</td>
@@ -895,7 +895,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
895
  <td></td>
896
  </tr>
897
  <tr>
898
- <td><strong>Wikipedia</strong></td>
899
  <td><strong>es</strong></td>
900
  <td>1.947</td>
901
  <td>1.245</td>
@@ -904,7 +904,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
904
  <td></td>
905
  </tr>
906
  <tr>
907
- <td><strong>Wikipedia</strong></td>
908
  <td><strong>it</strong></td>
909
  <td>1.87</td>
910
  <td>1.06</td>
@@ -913,7 +913,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
913
  <td></td>
914
  </tr>
915
  <tr>
916
- <td><strong>wikisource</strong></td>
917
  <td><strong>fr</strong></td>
918
  <td>0.186</td>
919
  <td>0.523</td>
@@ -922,7 +922,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
922
  <td></td>
923
  </tr>
924
  <tr>
925
- <td><strong>wiktionary</strong></td>
926
  <td><strong>fr</strong></td>
927
  <td>0.65</td>
928
  <td>0.053</td>
@@ -931,9 +931,9 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
931
  <td></td>
932
  </tr>
933
  <tr>
934
- <td colspan="7"><h4>Math</h4></td></tr>
935
  <tr>
936
- <td><strong>MathPile</strong></td>
937
  <td><strong>en</strong></td>
938
  <td>0.737</td>
939
  <td>3.408</td>
@@ -942,7 +942,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
942
  <td></td>
943
  </tr>
944
  <tr>
945
- <td><strong>Pile (DM_Mathematics)</strong></td>
946
  <td><strong>en</strong></td>
947
  <td>0.992</td>
948
  <td>1.746</td>
@@ -951,9 +951,9 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
951
  <td></td>
952
  </tr>
953
  <tr>
954
- <td colspan="7"><h4>Forum</h4></td></tr>
955
  <tr>
956
- <td><strong>Pile (StackExchange)</strong></td>
957
  <td><strong>en</strong></td>
958
  <td>15.269</td>
959
  <td>4.534</td>
@@ -962,7 +962,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
962
  <td></td>
963
  </tr>
964
  <tr>
965
- <td><strong>Pile (Ubuntu_IRC)</strong></td>
966
  <td><strong>en</strong></td>
967
  <td>0.01</td>
968
  <td>0.867</td>
@@ -971,9 +971,9 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
971
  <td></td>
972
  </tr>
973
  <tr>
974
- <td colspan="7"><h4>Dialogue</h4></td></tr>
975
  <tr>
976
- <td><strong>Claire</strong></td>
977
  <td><strong>en</strong></td>
978
  <td>0.949</td>
979
  <td>0.818</td>
@@ -982,7 +982,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
982
  <td><strong>DialogStudio</strong> (0.061 B words), <strong>BNC</strong> (0.011 B words), <strong>OANC</strong> (0.005 B words), <strong>AMI</strong> (0.001 B words), <strong>DailyDialog</strong> (0.001 B words), <strong>ICSI</strong> (0.001 B words)</td>
983
  </tr>
984
  <tr>
985
- <td><strong>Claire</strong></td>
986
  <td><strong>fr</strong></td>
987
  <td>0.037</td>
988
  <td>0.209</td>
@@ -991,7 +991,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
991
  <td><strong>Senat</strong> (0.051 B words), <strong>Theatre</strong> (0.017 B words), <strong>ESLO</strong> (0.005 B words), <strong>CFPP</strong> (0.001 B words), <strong>OFROM</strong> (0.001 B words), <strong>ORFEO</strong> (0.001 B words), <strong>PFC</strong> (0.001 B words), <strong>SUMM</strong> (0.001 B words), <strong>TCOF</strong> (0.001 B words), <strong>ACSYNT</strong>, <strong>CID</strong>, <strong>CLAPI</strong>, <strong>FREDSum</strong>, <strong>LINAGORA</strong>, <strong>OTG</strong>, <strong>ParisStories</strong>, <strong>Rhapsodie</strong>, <strong>UBS</strong></td>
992
  </tr>
993
  <tr>
994
- <td><strong>YouTube</strong></td>
995
  <td><strong>fr</strong></td>
996
  <td>0.038</td>
997
  <td>0.145</td>
@@ -1000,7 +1000,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1000
  <td></td>
1001
  </tr>
1002
  <tr>
1003
- <td><strong>Stac</strong></td>
1004
  <td><strong>en</strong></td>
1005
  <td>0.0</td>
1006
  <td>0.0</td>
@@ -1009,9 +1009,9 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1009
  <td></td>
1010
  </tr>
1011
  <tr>
1012
- <td colspan="7"><h4>Legislative Transcripts</h4></td></tr>
1013
  <tr>
1014
- <td><strong>Europarl</strong></td>
1015
  <td><strong>es</strong></td>
1016
  <td>0.01</td>
1017
  <td>0.052</td>
@@ -1020,7 +1020,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1020
  <td></td>
1021
  </tr>
1022
  <tr>
1023
- <td><strong>Europarl</strong></td>
1024
  <td><strong>de</strong></td>
1025
  <td>0.01</td>
1026
  <td>0.045</td>
@@ -1029,7 +1029,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1029
  <td></td>
1030
  </tr>
1031
  <tr>
1032
- <td><strong>Europarl</strong></td>
1033
  <td><strong>fr</strong></td>
1034
  <td>0.01</td>
1035
  <td>0.053</td>
@@ -1038,7 +1038,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1038
  <td></td>
1039
  </tr>
1040
  <tr>
1041
- <td><strong>Europarl</strong></td>
1042
  <td><strong>en</strong></td>
1043
  <td>0.011</td>
1044
  <td>0.056</td>
@@ -1047,7 +1047,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1047
  <td></td>
1048
  </tr>
1049
  <tr>
1050
- <td><strong>DiscoursPublics</strong></td>
1051
  <td><strong>fr</strong></td>
1052
  <td>0.11</td>
1053
  <td>0.163</td>
@@ -1056,7 +1056,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1056
  <td></td>
1057
  </tr>
1058
  <tr>
1059
- <td><strong>InterventionsParlement</strong></td>
1060
  <td><strong>fr</strong></td>
1061
  <td>1.832</td>
1062
  <td>0.104</td>
@@ -1065,9 +1065,9 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1065
  <td></td>
1066
  </tr>
1067
  <tr>
1068
- <td colspan="7"><h4>Programming</h4></td></tr>
1069
  <tr>
1070
- <td><strong>TheStack</strong></td>
1071
  <td><strong>JAVASCRIPT</strong></td>
1072
  <td>21.109</td>
1073
  <td>8.526</td>
@@ -1076,7 +1076,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1076
  <td></td>
1077
  </tr>
1078
  <tr>
1079
- <td><strong>TheStack</strong></td>
1080
  <td><strong>JAVA</strong></td>
1081
  <td>20.152</td>
1082
  <td>7.421</td>
@@ -1085,7 +1085,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1085
  <td></td>
1086
  </tr>
1087
  <tr>
1088
- <td><strong>TheStack</strong></td>
1089
  <td><strong>C</strong></td>
1090
  <td>8.626</td>
1091
  <td>5.916</td>
@@ -1094,7 +1094,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1094
  <td></td>
1095
  </tr>
1096
  <tr>
1097
- <td><strong>TheStack</strong></td>
1098
  <td><strong>PHP</strong></td>
1099
  <td>15.905</td>
1100
  <td>4.865</td>
@@ -1103,7 +1103,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1103
  <td></td>
1104
  </tr>
1105
  <tr>
1106
- <td><strong>TheStack</strong></td>
1107
  <td><strong>PYTHON</strong></td>
1108
  <td>12.962</td>
1109
  <td>5.434</td>
@@ -1112,7 +1112,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1112
  <td></td>
1113
  </tr>
1114
  <tr>
1115
- <td><strong>TheStack</strong></td>
1116
  <td><strong>C++</strong></td>
1117
  <td>6.378</td>
1118
  <td>4.584</td>
@@ -1121,7 +1121,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1121
  <td></td>
1122
  </tr>
1123
  <tr>
1124
- <td><strong>TheStack</strong></td>
1125
  <td><strong>C#</strong></td>
1126
  <td>10.839</td>
1127
  <td>3.574</td>
@@ -1130,7 +1130,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1130
  <td></td>
1131
  </tr>
1132
  <tr>
1133
- <td><strong>TheStack</strong></td>
1134
  <td><strong>GO</strong></td>
1135
  <td>4.73</td>
1136
  <td>2.735</td>
@@ -1139,7 +1139,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1139
  <td></td>
1140
  </tr>
1141
  <tr>
1142
- <td><strong>TheStack</strong></td>
1143
  <td><strong>TYPESCRIPT</strong></td>
1144
  <td>10.637</td>
1145
  <td>2.617</td>
@@ -1148,7 +1148,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1148
  <td></td>
1149
  </tr>
1150
  <tr>
1151
- <td><strong>TheStack</strong></td>
1152
  <td><strong>RUST</strong></td>
1153
  <td>1.387</td>
1154
  <td>0.872</td>
@@ -1157,7 +1157,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1157
  <td></td>
1158
  </tr>
1159
  <tr>
1160
- <td><strong>TheStack</strong></td>
1161
  <td><strong>RUBY</strong></td>
1162
  <td>3.405</td>
1163
  <td>0.646</td>
@@ -1166,7 +1166,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1166
  <td></td>
1167
  </tr>
1168
  <tr>
1169
- <td><strong>TheStack</strong></td>
1170
  <td><strong>SWIFT</strong></td>
1171
  <td>1.756</td>
1172
  <td>0.553</td>
@@ -1175,7 +1175,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1175
  <td></td>
1176
  </tr>
1177
  <tr>
1178
- <td><strong>TheStack</strong></td>
1179
  <td><strong>KOTLIN</strong></td>
1180
  <td>2.243</td>
1181
  <td>0.454</td>
@@ -1184,7 +1184,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1184
  <td></td>
1185
  </tr>
1186
  <tr>
1187
- <td><strong>TheStack</strong></td>
1188
  <td><strong>SCALA</strong></td>
1189
  <td>1.362</td>
1190
  <td>0.457</td>
@@ -1193,7 +1193,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1193
  <td></td>
1194
  </tr>
1195
  <tr>
1196
- <td><strong>TheStack</strong></td>
1197
  <td><strong>TEX</strong></td>
1198
  <td>0.398</td>
1199
  <td>0.394</td>
@@ -1202,7 +1202,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1202
  <td></td>
1203
  </tr>
1204
  <tr>
1205
- <td><strong>TheStack</strong></td>
1206
  <td><strong>LUA</strong></td>
1207
  <td>0.559</td>
1208
  <td>0.318</td>
@@ -1211,7 +1211,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1211
  <td></td>
1212
  </tr>
1213
  <tr>
1214
- <td><strong>TheStack</strong></td>
1215
  <td><strong>DART</strong></td>
1216
  <td>0.933</td>
1217
  <td>0.308</td>
@@ -1220,7 +1220,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1220
  <td></td>
1221
  </tr>
1222
  <tr>
1223
- <td><strong>TheStack</strong></td>
1224
  <td><strong>PERL</strong></td>
1225
  <td>0.392</td>
1226
  <td>0.297</td>
@@ -1229,7 +1229,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1229
  <td></td>
1230
  </tr>
1231
  <tr>
1232
- <td><strong>TheStack</strong></td>
1233
  <td><strong>MATHEMATICA</strong></td>
1234
  <td>0.027</td>
1235
  <td>0.12</td>
@@ -1238,7 +1238,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1238
  <td></td>
1239
  </tr>
1240
  <tr>
1241
- <td><strong>TheStack</strong></td>
1242
  <td><strong>ASSEMBLY</strong></td>
1243
  <td>0.248</td>
1244
  <td>0.209</td>
@@ -1247,7 +1247,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1247
  <td></td>
1248
  </tr>
1249
  <tr>
1250
- <td><strong>TheStack</strong></td>
1251
  <td><strong>HASKELL</strong></td>
1252
  <td>0.545</td>
1253
  <td>0.307</td>
@@ -1256,7 +1256,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1256
  <td></td>
1257
  </tr>
1258
  <tr>
1259
- <td><strong>TheStack</strong></td>
1260
  <td><strong>FORTRAN</strong></td>
1261
  <td>0.165</td>
1262
  <td>0.192</td>
@@ -1265,7 +1265,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1265
  <td></td>
1266
  </tr>
1267
  <tr>
1268
- <td><strong>TheStack</strong></td>
1269
  <td><strong>JULIA</strong></td>
1270
  <td>0.299</td>
1271
  <td>0.152</td>
@@ -1274,7 +1274,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1274
  <td></td>
1275
  </tr>
1276
  <tr>
1277
- <td><strong>TheStack</strong></td>
1278
  <td><strong>OCAML</strong></td>
1279
  <td>0.16</td>
1280
  <td>0.13</td>
@@ -1283,7 +1283,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1283
  <td></td>
1284
  </tr>
1285
  <tr>
1286
- <td><strong>TheStack</strong></td>
1287
  <td><strong>ERLANG</strong></td>
1288
  <td>0.099</td>
1289
  <td>0.066</td>
@@ -1292,7 +1292,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1292
  <td></td>
1293
  </tr>
1294
  <tr>
1295
- <td><strong>TheStack</strong></td>
1296
  <td><strong>ELIXIR</strong></td>
1297
  <td>0.282</td>
1298
  <td>0.073</td>
@@ -1301,7 +1301,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1301
  <td></td>
1302
  </tr>
1303
  <tr>
1304
- <td><strong>TheStack</strong></td>
1305
  <td><strong>CLOJURE</strong></td>
1306
  <td>0.126</td>
1307
  <td>0.045</td>
@@ -1310,7 +1310,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1310
  <td></td>
1311
  </tr>
1312
  <tr>
1313
- <td><strong>TheStack</strong></td>
1314
  <td><strong>R</strong></td>
1315
  <td>0.039</td>
1316
  <td>0.028</td>
@@ -1319,7 +1319,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1319
  <td></td>
1320
  </tr>
1321
  <tr>
1322
- <td><strong>TheStack</strong></td>
1323
  <td><strong>MATLAB</strong></td>
1324
  <td>0.001</td>
1325
  <td>0.009</td>
@@ -1328,7 +1328,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1328
  <td></td>
1329
  </tr>
1330
  <tr>
1331
- <td><strong>TheStack</strong></td>
1332
  <td><strong>RACKET</strong></td>
1333
  <td>0.004</td>
1334
  <td>0.005</td>
@@ -1341,7 +1341,6 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1341
 
1342
 
1343
 
1344
-
1345
  ### Details on Data Sources
1346
 
1347
  #### AmendementsParlement
@@ -1364,13 +1363,13 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1364
  * <u>Description</u>: The Claire datasets are composed of transcripts of spoken conversation -- including parliamentary proceedings, interviews, debates, meetings, and free conversations -- as well as some written conversations from theater plays and written chats. The dataset is designed to help downstream performance of models fine-tuned for tasks requiring the comprehension of spontaneous spoken conversation, such as meeting summarization. Each dialogue is split into speech turns, and each speech turn is labeled with the name of the speaker or a unique identifier.
1365
  * <u>Citation</u>: Julie Hunter, Jérôme Louradour, Virgile Rennard, Ismaïl Harrando, Guokan Shang, Jean-Pierre Lorré (2023). The Claire French Dialogue Dataset. [arXiv:2311.16840](https://arxiv.org/abs/2311.16840).
1366
 
1367
- #### Croissant Aligned
1368
  * <u>Source</u>: [croissantllm/croissant_dataset_no_web_data](https://huggingface.co/datasets/croissantllm/croissant_dataset_no_web_data). License: not specified.
1369
  * <u>Extracted from</u>: [OPUS](https://opus.nlpl.eu/), theses, [song lyrics](https://www.lacoccinelle.net)
1370
  * <u>Description</u>: A collection of English-French translation pairs selected by a custom filtering pipeline. Designed to "improve the multilingual capabilities of the model" ([Arxiv paper](https://arxiv.org/pdf/2402.00786)).
1371
  * <u>Citation</u>: Manuel Faysse, Patrick Fernandes, Nuno M. Guerreiro, António Loison, Duarte M. Alves, Caio Corro, Nicolas Boizard, João Alves, Ricardo Rei, Pedro H. Martins, Antoni Bigata Casademunt, François Yvon, André F.T. Martins, Gautier Viaud, Céline Hudelot, Pierre Colombo (2024). "CroissantLLM: A Truly Bilingual French-English Language Model," [arXiv:2402.00786](https://arxiv.org/abs/2402.00786).
1372
 
1373
- #### Discours Publics <pre>(*)</pre>
1374
  * <u>Source</u>: Corpus contributed by OpenLLM partners.
1375
  * <u>Extracted from</u>: [Vie Publique](https://www.vie-publique.fr/collection-discours-publics).
1376
  * <u>Description</u>: A collection of public speeches from the principal public actors in France including speeches from the French President starting from 1974 and from the Prime Minister and members of the government starting from 1980.
@@ -1425,7 +1424,7 @@ Examples of metadata (except from `text`) are shown for each source in [metadata
1425
  * <u>Description</u>: A collection of scientific papers and manuscripts distributed through an open science platform.
1426
  * <u>Citation</u>:
1427
 
1428
- #### Interventions Parlement
1429
  * <u>Source</u>: Corpus contributed by OpenLLM partners.
1430
  * <u>Extracted from</u>: [Regards citoyens](https://www.regardscitoyens.org/#&panel1-4) ([nodeputes.fr](http://www.nosdeputes.fr/), [nossenateurs.fr](http://www.nossenateurs.fr/)). [API](https://github.com/regardscitoyens). License: [CC BY-SA](https://www.regardscitoyens.org/#&panel1-2).
1431
  * <u>Description</u>: Transcripts of speeches made during French parlementary debates.
 
461
  * [Dataset Description](#dataset-description)
462
  * [Dataset Structure](#dataset-structure)
463
  * [Dataset Composition](#dataset-composition)
464
+ * [Web](#web)
465
  * [Newspaper](#newspaper)
466
  * [Technical](#technical)
467
  * [Book](#book)
 
528
  <table>
529
  <thead>
530
  <tr>
531
+ <th><a href="#subset"><strong>subset</strong></a></th>
532
  <th><strong>language</strong></th>
533
  <th><strong>M docs</strong></th>
534
  <th><strong>B words</strong></th>
 
539
  </thead>
540
  <tbody>
541
  <tr>
542
+ <td colspan="7"><h4 id=web>Web</h4></td></tr>
543
  <tr>
544
+ <td><a href="#redpajama-v2"><strong>RedPajama</strong></a></td>
545
  <td><strong>fr</strong></td>
546
  <td>640.77</td>
547
  <td>477.758</td>
 
550
  <td><strong>2014</strong> (1.32 B words), <strong>2015</strong> (0.776 B words), <strong>2016</strong> (2.033 B words), <strong>2017</strong> (55.665 B words), <strong>2018</strong> (81.345 B words), <strong>2020</strong> (75.141 B words), <strong>2021</strong> (82.439 B words), <strong>2022</strong> (64.866 B words), <strong>2023</strong> (27.239 B words)</td>
551
  </tr>
552
  <tr>
553
+ <td><a href="#redpajama-v2"><strong>RedPajama</strong></a></td>
554
  <td><strong>de</strong></td>
555
  <td>162.779</td>
556
  <td>103.078</td>
 
559
  <td><strong>2021</strong> (17.591 B words), <strong>2023</strong> (24.704 B words)</td>
560
  </tr>
561
  <tr>
562
+ <td><a href="#redpajama-v2"><strong>RedPajama</strong></a></td>
563
  <td><strong>es</strong></td>
564
  <td>169.447</td>
565
  <td>121.751</td>
 
568
  <td><strong>2021</strong> (20.821 B words), <strong>2023</strong> (28.868 B words)</td>
569
  </tr>
570
  <tr>
571
+ <td><a href="#redpajama-v2"><strong>RedPajama</strong></a></td>
572
  <td><strong>it</strong></td>
573
  <td>97.324</td>
574
  <td>60.194</td>
 
577
  <td><strong>2021</strong> (10.266 B words), <strong>2023</strong> (14.403 B words)</td>
578
  </tr>
579
  <tr>
580
+ <td><a href="#finewebedu"><strong>FineWebEdu</strong></a></td>
581
  <td><strong>en</strong></td>
582
  <td>421.209</td>
583
  <td>327.453</td>
 
586
  <td><strong>2019</strong> (65.275 B words), <strong>2020</strong> (59.076 B words), <strong>2022</strong> (58.788 B words), <strong>2023</strong> (62.085 B words), <strong>2024</strong> (9.197 B words)</td>
587
  </tr>
588
  <tr>
589
+ <td colspan="7"><h4 id=newspaper>Newspaper</h4></td></tr>
590
  <tr>
591
+ <td><a href="#gallicapress"><strong>GallicaPress</strong></a></td>
592
  <td><strong>fr</strong></td>
593
  <td>3.205</td>
594
  <td>67.496</td>
 
597
  <td></td>
598
  </tr>
599
  <tr>
600
+ <td><a href="#americanstories"><strong>AmericanStories</strong></a></td>
601
  <td><strong>en</strong></td>
602
  <td>59.42</td>
603
  <td>8.902</td>
 
606
  <td></td>
607
  </tr>
608
  <tr>
609
+ <td colspan="7"><h4 id=technical>Technical</h4></td></tr>
610
  <tr>
611
+ <td><a href="#pes2o"><strong>PeS2o</strong></a></td>
612
  <td><strong>en</strong></td>
613
  <td>38.972</td>
614
  <td>42.296</td>
 
617
  <td></td>
618
  </tr>
619
  <tr>
620
+ <td><a href="#hal"><strong>HAL</strong></a></td>
621
  <td><strong>fr</strong></td>
622
  <td>0.349</td>
623
  <td>9.356</td>
 
626
  <td></td>
627
  </tr>
628
  <tr>
629
+ <td><a href="#theses"><strong>Theses</strong></a></td>
630
  <td><strong>fr</strong></td>
631
  <td>0.102</td>
632
  <td>7.547</td>
 
634
  <td>47.758</td>
635
  <td></td>
636
  </tr>
637
+ <tr>
638
+ <td><a href="#persee"><strong>Persee</strong></a></td>
639
  <td><strong>fr</strong></td>
640
  <td>1.094</td>
641
  <td>3.25</td>
642
  <td>5.754</td>
643
  <td>20.314</td>
644
  <td></td>
645
+ </tr>
646
  <tr>
647
+ <td><a href="#pile-uncopyrighted"><strong>Pile (USPTO_Backgrounds)</strong></a></td>
648
  <td><strong>en</strong></td>
649
  <td>5.139</td>
650
  <td>3.492</td>
 
653
  <td></td>
654
  </tr>
655
  <tr>
656
+ <td><a href="#openedition"><strong>OpenEdition</strong></a></td>
657
  <td><strong>fr</strong></td>
658
  <td>0.939</td>
659
  <td>2.225</td>
 
662
  <td></td>
663
  </tr>
664
  <tr>
665
+ <td><a href="#pile-uncopyrighted"><strong>Pile (PhilPapers)</strong></a></td>
666
  <td><strong>en</strong></td>
667
  <td>0.031</td>
668
  <td>0.363</td>
 
671
  <td></td>
672
  </tr>
673
  <tr>
674
+ <td><a href="#pile-uncopyrighted"><strong>Pile (NIH_ExPorter)</strong></a></td>
675
  <td><strong>en</strong></td>
676
  <td>0.914</td>
677
  <td>0.288</td>
 
680
  <td></td>
681
  </tr>
682
  <tr>
683
+ <td colspan="7"><h4 id=book>Book</h4></td></tr>
684
  <tr>
685
+ <td><a href="#gallicamonographies"><strong>GallicaMonographies</strong></a></td>
686
  <td><strong>fr</strong></td>
687
  <td>0.278</td>
688
  <td>15.106</td>
 
691
  <td></td>
692
  </tr>
693
  <tr>
694
+ <td><a href="#gutenberg"><strong>Gutenberg</strong></a></td>
695
  <td><strong>en</strong></td>
696
  <td>0.056</td>
697
  <td>3.544</td>
 
700
  <td></td>
701
  </tr>
702
  <tr>
703
+ <td><a href="#gutenberg"><strong>Gutenberg</strong></a></td>
704
  <td><strong>fr</strong></td>
705
  <td>0.003</td>
706
  <td>0.227</td>
 
709
  <td></td>
710
  </tr>
711
  <tr>
712
+ <td><a href="#gutenberg"><strong>Gutenberg</strong></a></td>
713
  <td><strong>de</strong></td>
714
  <td>0.002</td>
715
  <td>0.099</td>
 
718
  <td></td>
719
  </tr>
720
  <tr>
721
+ <td><a href="#gutenberg"><strong>Gutenberg</strong></a></td>
722
  <td><strong>it</strong></td>
723
  <td>0.001</td>
724
  <td>0.066</td>
 
727
  <td></td>
728
  </tr>
729
  <tr>
730
+ <td><a href="#gutenberg"><strong>Gutenberg</strong></a></td>
731
  <td><strong>es</strong></td>
732
  <td>0.001</td>
733
  <td>0.051</td>
 
736
  <td></td>
737
  </tr>
738
  <tr>
739
+ <td colspan="7"><h4 id=parallel-corpora>Parallel Corpora</h4></td></tr>
740
  <tr>
741
+ <td><a href="#croissantaligned"><strong>CroissantAligned</strong></a></td>
742
  <td><strong>fr-en</strong></td>
743
  <td>408.029</td>
744
  <td>16.911</td>
 
747
  <td></td>
748
  </tr>
749
  <tr>
750
+ <td><a href="#europarl-monolingual-and-parallel"><strong>EuroparlAligned</strong></a></td>
751
  <td><strong>it-en</strong></td>
752
  <td>1.901</td>
753
  <td>0.1</td>
 
756
  <td></td>
757
  </tr>
758
  <tr>
759
+ <td><a href="#europarl-monolingual-and-parallel"><strong>EuroparlAligned</strong></a></td>
760
  <td><strong>fr-en</strong></td>
761
  <td>2.003</td>
762
  <td>0.105</td>
 
765
  <td></td>
766
  </tr>
767
  <tr>
768
+ <td><a href="#europarl-monolingual-and-parallel"><strong>EuroparlAligned</strong></a></td>
769
  <td><strong>es-en</strong></td>
770
  <td>1.961</td>
771
  <td>0.103</td>
 
774
  <td></td>
775
  </tr>
776
  <tr>
777
+ <td><a href="#europarl-monolingual-and-parallel"><strong>EuroparlAligned</strong></a></td>
778
  <td><strong>de-fr</strong></td>
779
  <td>1.792</td>
780
  <td>0.091</td>
 
783
  <td></td>
784
  </tr>
785
  <tr>
786
+ <td colspan="7"><h4 id=legislative-texts>Legislative Texts</h4></td></tr>
787
  <tr>
788
+ <td><a href="#pile-uncopyrighted"><strong>Pile (FreeLaw)</strong></a></td>
789
  <td><strong>en</strong></td>
790
  <td>3.415</td>
791
  <td>8.204</td>
 
794
  <td></td>
795
  </tr>
796
  <tr>
797
+ <td><a href="#eurovoc"><strong>Eurovoc</strong></a></td>
798
  <td><strong>en</strong></td>
799
  <td>0.272</td>
800
  <td>1.523</td>
 
803
  <td></td>
804
  </tr>
805
  <tr>
806
+ <td><a href="#eurovoc"><strong>Eurovoc</strong></a></td>
807
  <td><strong>it</strong></td>
808
  <td>0.245</td>
809
  <td>0.731</td>
 
812
  <td></td>
813
  </tr>
814
  <tr>
815
+ <td><a href="#eurovoc"><strong>Eurovoc</strong></a></td>
816
  <td><strong>de</strong></td>
817
  <td>0.247</td>
818
  <td>0.678</td>
 
821
  <td></td>
822
  </tr>
823
  <tr>
824
+ <td><a href="#eurovoc"><strong>Eurovoc</strong></a></td>
825
  <td><strong>es</strong></td>
826
  <td>0.246</td>
827
  <td>0.757</td>
 
830
  <td></td>
831
  </tr>
832
  <tr>
833
+ <td><a href="#opendata"><strong>OpenData</strong></a></td>
834
  <td><strong>fr</strong></td>
835
  <td>1.169</td>
836
  <td>0.755</td>
 
839
  <td></td>
840
  </tr>
841
  <tr>
842
+ <td><a href="#questionsecritesparlement"><strong>QuestionsEcritesParlement</strong></a></td>
843
  <td><strong>fr</strong></td>
844
  <td>0.189</td>
845
  <td>0.108</td>
 
848
  <td></td>
849
  </tr>
850
  <tr>
851
+ <td><a href="#legi"><strong>LEGI</strong></a></td>
852
  <td><strong>fr</strong></td>
853
  <td>0.621</td>
854
  <td>0.088</td>
 
857
  <td></td>
858
  </tr>
859
  <tr>
860
+ <td><a href="#amendementsparlement"><strong>AmendementsParlement</strong></a></td>
861
  <td><strong>fr</strong></td>
862
  <td>0.673</td>
863
  <td>0.045</td>
 
866
  <td></td>
867
  </tr>
868
  <tr>
869
+ <td colspan="7"><h4 id=wiki>Wiki</h4></td></tr>
870
  <tr>
871
+ <td><a href="#wikipedia-wikisource-wiktionary"><strong>Wikipedia</strong></a></td>
872
  <td><strong>en</strong></td>
873
  <td>6.893</td>
874
  <td>4.708</td>
 
877
  <td></td>
878
  </tr>
879
  <tr>
880
+ <td><a href="#wikipedia-wikisource-wiktionary"><strong>Wikipedia</strong></a></td>
881
  <td><strong>de</strong></td>
882
  <td>2.877</td>
883
  <td>1.709</td>
 
886
  <td></td>
887
  </tr>
888
  <tr>
889
+ <td><a href="#wikipedia-wikisource-wiktionary"><strong>Wikipedia</strong></a></td>
890
  <td><strong>fr</strong></td>
891
  <td>2.648</td>
892
  <td>1.726</td>
 
895
  <td></td>
896
  </tr>
897
  <tr>
898
+ <td><a href="#wikipedia-wikisource-wiktionary"><strong>Wikipedia</strong></a></td>
899
  <td><strong>es</strong></td>
900
  <td>1.947</td>
901
  <td>1.245</td>
 
904
  <td></td>
905
  </tr>
906
  <tr>
907
+ <td><a href="#wikipedia-wikisource-wiktionary"><strong>Wikipedia</strong></a></td>
908
  <td><strong>it</strong></td>
909
  <td>1.87</td>
910
  <td>1.06</td>
 
913
  <td></td>
914
  </tr>
915
  <tr>
916
+ <td><a href="#wikisource"><strong>wikisource</strong></a></td>
917
  <td><strong>fr</strong></td>
918
  <td>0.186</td>
919
  <td>0.523</td>
 
922
  <td></td>
923
  </tr>
924
  <tr>
925
+ <td><a href="#wiktionary"><strong>wiktionary</strong></a></td>
926
  <td><strong>fr</strong></td>
927
  <td>0.65</td>
928
  <td>0.053</td>
 
931
  <td></td>
932
  </tr>
933
  <tr>
934
+ <td colspan="7"><h4 id=math>Math</h4></td></tr>
935
  <tr>
936
+ <td><a href="#mathpile"><strong>MathPile</strong></a></td>
937
  <td><strong>en</strong></td>
938
  <td>0.737</td>
939
  <td>3.408</td>
 
942
  <td></td>
943
  </tr>
944
  <tr>
945
+ <td><a href="#pile-uncopyrighted"><strong>Pile (DM_Mathematics)</strong></a></td>
946
  <td><strong>en</strong></td>
947
  <td>0.992</td>
948
  <td>1.746</td>
 
951
  <td></td>
952
  </tr>
953
  <tr>
954
+ <td colspan="7"><h4 id=forum>Forum</h4></td></tr>
955
  <tr>
956
+ <td><a href="#pile-uncopyrighted"><strong>Pile (StackExchange)</strong></a></td>
957
  <td><strong>en</strong></td>
958
  <td>15.269</td>
959
  <td>4.534</td>
 
962
  <td></td>
963
  </tr>
964
  <tr>
965
+ <td><a href="#pile-uncopyrighted"><strong>Pile (Ubuntu_IRC)</strong></a></td>
966
  <td><strong>en</strong></td>
967
  <td>0.01</td>
968
  <td>0.867</td>
 
971
  <td></td>
972
  </tr>
973
  <tr>
974
+ <td colspan="7"><h4 id=dialogue>Dialogue</h4></td></tr>
975
  <tr>
976
+ <td><a href="#claire-french-and-english"><strong>Claire</strong></a></td>
977
  <td><strong>en</strong></td>
978
  <td>0.949</td>
979
  <td>0.818</td>
 
982
  <td><strong>DialogStudio</strong> (0.061 B words), <strong>BNC</strong> (0.011 B words), <strong>OANC</strong> (0.005 B words), <strong>AMI</strong> (0.001 B words), <strong>DailyDialog</strong> (0.001 B words), <strong>ICSI</strong> (0.001 B words)</td>
983
  </tr>
984
  <tr>
985
+ <td><a href="#claire-french-and-english"><strong>Claire</strong></a></td>
986
  <td><strong>fr</strong></td>
987
  <td>0.037</td>
988
  <td>0.209</td>
 
991
  <td><strong>Senat</strong> (0.051 B words), <strong>Theatre</strong> (0.017 B words), <strong>ESLO</strong> (0.005 B words), <strong>CFPP</strong> (0.001 B words), <strong>OFROM</strong> (0.001 B words), <strong>ORFEO</strong> (0.001 B words), <strong>PFC</strong> (0.001 B words), <strong>SUMM</strong> (0.001 B words), <strong>TCOF</strong> (0.001 B words), <strong>ACSYNT</strong>, <strong>CID</strong>, <strong>CLAPI</strong>, <strong>FREDSum</strong>, <strong>LINAGORA</strong>, <strong>OTG</strong>, <strong>ParisStories</strong>, <strong>Rhapsodie</strong>, <strong>UBS</strong></td>
992
  </tr>
993
  <tr>
994
+ <td><a href="#youtube"><strong>YouTube</strong></a></td>
995
  <td><strong>fr</strong></td>
996
  <td>0.038</td>
997
  <td>0.145</td>
 
1000
  <td></td>
1001
  </tr>
1002
  <tr>
1003
+ <td><a href="#stac"><strong>Stac</strong></a></td>
1004
  <td><strong>en</strong></td>
1005
  <td>0.0</td>
1006
  <td>0.0</td>
 
1009
  <td></td>
1010
  </tr>
1011
  <tr>
1012
+ <td colspan="7"><h4 id=legislative-transcripts>Legislative Transcripts</h4></td></tr>
1013
  <tr>
1014
+ <td><a href="#europarl-monolingual-and-parallel"><strong>Europarl</strong></a></td>
1015
  <td><strong>es</strong></td>
1016
  <td>0.01</td>
1017
  <td>0.052</td>
 
1020
  <td></td>
1021
  </tr>
1022
  <tr>
1023
+ <td><a href="#europarl-monolingual-and-parallel"><strong>Europarl</strong></a></td>
1024
  <td><strong>de</strong></td>
1025
  <td>0.01</td>
1026
  <td>0.045</td>
 
1029
  <td></td>
1030
  </tr>
1031
  <tr>
1032
+ <td><a href="#europarl-monolingual-and-parallel"><strong>Europarl</strong></a></td>
1033
  <td><strong>fr</strong></td>
1034
  <td>0.01</td>
1035
  <td>0.053</td>
 
1038
  <td></td>
1039
  </tr>
1040
  <tr>
1041
+ <td><a href="#europarl-monolingual-and-parallel"><strong>Europarl</strong></a></td>
1042
  <td><strong>en</strong></td>
1043
  <td>0.011</td>
1044
  <td>0.056</td>
 
1047
  <td></td>
1048
  </tr>
1049
  <tr>
1050
+ <td><a href="#discourspublics"><strong>DiscoursPublics</strong></a></td>
1051
  <td><strong>fr</strong></td>
1052
  <td>0.11</td>
1053
  <td>0.163</td>
 
1056
  <td></td>
1057
  </tr>
1058
  <tr>
1059
+ <td><a href="#interventionsparlement"><strong>InterventionsParlement</strong></a></td>
1060
  <td><strong>fr</strong></td>
1061
  <td>1.832</td>
1062
  <td>0.104</td>
 
1065
  <td></td>
1066
  </tr>
1067
  <tr>
1068
+ <td colspan="7"><h4 id=programming>Programming</h4></td></tr>
1069
  <tr>
1070
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1071
  <td><strong>JAVASCRIPT</strong></td>
1072
  <td>21.109</td>
1073
  <td>8.526</td>
 
1076
  <td></td>
1077
  </tr>
1078
  <tr>
1079
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1080
  <td><strong>JAVA</strong></td>
1081
  <td>20.152</td>
1082
  <td>7.421</td>
 
1085
  <td></td>
1086
  </tr>
1087
  <tr>
1088
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1089
  <td><strong>C</strong></td>
1090
  <td>8.626</td>
1091
  <td>5.916</td>
 
1094
  <td></td>
1095
  </tr>
1096
  <tr>
1097
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1098
  <td><strong>PHP</strong></td>
1099
  <td>15.905</td>
1100
  <td>4.865</td>
 
1103
  <td></td>
1104
  </tr>
1105
  <tr>
1106
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1107
  <td><strong>PYTHON</strong></td>
1108
  <td>12.962</td>
1109
  <td>5.434</td>
 
1112
  <td></td>
1113
  </tr>
1114
  <tr>
1115
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1116
  <td><strong>C++</strong></td>
1117
  <td>6.378</td>
1118
  <td>4.584</td>
 
1121
  <td></td>
1122
  </tr>
1123
  <tr>
1124
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1125
  <td><strong>C#</strong></td>
1126
  <td>10.839</td>
1127
  <td>3.574</td>
 
1130
  <td></td>
1131
  </tr>
1132
  <tr>
1133
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1134
  <td><strong>GO</strong></td>
1135
  <td>4.73</td>
1136
  <td>2.735</td>
 
1139
  <td></td>
1140
  </tr>
1141
  <tr>
1142
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1143
  <td><strong>TYPESCRIPT</strong></td>
1144
  <td>10.637</td>
1145
  <td>2.617</td>
 
1148
  <td></td>
1149
  </tr>
1150
  <tr>
1151
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1152
  <td><strong>RUST</strong></td>
1153
  <td>1.387</td>
1154
  <td>0.872</td>
 
1157
  <td></td>
1158
  </tr>
1159
  <tr>
1160
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1161
  <td><strong>RUBY</strong></td>
1162
  <td>3.405</td>
1163
  <td>0.646</td>
 
1166
  <td></td>
1167
  </tr>
1168
  <tr>
1169
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1170
  <td><strong>SWIFT</strong></td>
1171
  <td>1.756</td>
1172
  <td>0.553</td>
 
1175
  <td></td>
1176
  </tr>
1177
  <tr>
1178
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1179
  <td><strong>KOTLIN</strong></td>
1180
  <td>2.243</td>
1181
  <td>0.454</td>
 
1184
  <td></td>
1185
  </tr>
1186
  <tr>
1187
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1188
  <td><strong>SCALA</strong></td>
1189
  <td>1.362</td>
1190
  <td>0.457</td>
 
1193
  <td></td>
1194
  </tr>
1195
  <tr>
1196
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1197
  <td><strong>TEX</strong></td>
1198
  <td>0.398</td>
1199
  <td>0.394</td>
 
1202
  <td></td>
1203
  </tr>
1204
  <tr>
1205
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1206
  <td><strong>LUA</strong></td>
1207
  <td>0.559</td>
1208
  <td>0.318</td>
 
1211
  <td></td>
1212
  </tr>
1213
  <tr>
1214
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1215
  <td><strong>DART</strong></td>
1216
  <td>0.933</td>
1217
  <td>0.308</td>
 
1220
  <td></td>
1221
  </tr>
1222
  <tr>
1223
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1224
  <td><strong>PERL</strong></td>
1225
  <td>0.392</td>
1226
  <td>0.297</td>
 
1229
  <td></td>
1230
  </tr>
1231
  <tr>
1232
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1233
  <td><strong>MATHEMATICA</strong></td>
1234
  <td>0.027</td>
1235
  <td>0.12</td>
 
1238
  <td></td>
1239
  </tr>
1240
  <tr>
1241
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1242
  <td><strong>ASSEMBLY</strong></td>
1243
  <td>0.248</td>
1244
  <td>0.209</td>
 
1247
  <td></td>
1248
  </tr>
1249
  <tr>
1250
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1251
  <td><strong>HASKELL</strong></td>
1252
  <td>0.545</td>
1253
  <td>0.307</td>
 
1256
  <td></td>
1257
  </tr>
1258
  <tr>
1259
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1260
  <td><strong>FORTRAN</strong></td>
1261
  <td>0.165</td>
1262
  <td>0.192</td>
 
1265
  <td></td>
1266
  </tr>
1267
  <tr>
1268
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1269
  <td><strong>JULIA</strong></td>
1270
  <td>0.299</td>
1271
  <td>0.152</td>
 
1274
  <td></td>
1275
  </tr>
1276
  <tr>
1277
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1278
  <td><strong>OCAML</strong></td>
1279
  <td>0.16</td>
1280
  <td>0.13</td>
 
1283
  <td></td>
1284
  </tr>
1285
  <tr>
1286
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1287
  <td><strong>ERLANG</strong></td>
1288
  <td>0.099</td>
1289
  <td>0.066</td>
 
1292
  <td></td>
1293
  </tr>
1294
  <tr>
1295
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1296
  <td><strong>ELIXIR</strong></td>
1297
  <td>0.282</td>
1298
  <td>0.073</td>
 
1301
  <td></td>
1302
  </tr>
1303
  <tr>
1304
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1305
  <td><strong>CLOJURE</strong></td>
1306
  <td>0.126</td>
1307
  <td>0.045</td>
 
1310
  <td></td>
1311
  </tr>
1312
  <tr>
1313
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1314
  <td><strong>R</strong></td>
1315
  <td>0.039</td>
1316
  <td>0.028</td>
 
1319
  <td></td>
1320
  </tr>
1321
  <tr>
1322
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1323
  <td><strong>MATLAB</strong></td>
1324
  <td>0.001</td>
1325
  <td>0.009</td>
 
1328
  <td></td>
1329
  </tr>
1330
  <tr>
1331
+ <td><a href="#thestack"><strong>TheStack</strong></a></td>
1332
  <td><strong>RACKET</strong></td>
1333
  <td>0.004</td>
1334
  <td>0.005</td>
 
1341
 
1342
 
1343
 
 
1344
  ### Details on Data Sources
1345
 
1346
  #### AmendementsParlement
 
1363
  * <u>Description</u>: The Claire datasets are composed of transcripts of spoken conversation -- including parliamentary proceedings, interviews, debates, meetings, and free conversations -- as well as some written conversations from theater plays and written chats. The dataset is designed to help downstream performance of models fine-tuned for tasks requiring the comprehension of spontaneous spoken conversation, such as meeting summarization. Each dialogue is split into speech turns, and each speech turn is labeled with the name of the speaker or a unique identifier.
1364
  * <u>Citation</u>: Julie Hunter, Jérôme Louradour, Virgile Rennard, Ismaïl Harrando, Guokan Shang, Jean-Pierre Lorré (2023). The Claire French Dialogue Dataset. [arXiv:2311.16840](https://arxiv.org/abs/2311.16840).
1365
 
1366
+ #### CroissantAligned
1367
  * <u>Source</u>: [croissantllm/croissant_dataset_no_web_data](https://huggingface.co/datasets/croissantllm/croissant_dataset_no_web_data). License: not specified.
1368
  * <u>Extracted from</u>: [OPUS](https://opus.nlpl.eu/), theses, [song lyrics](https://www.lacoccinelle.net)
1369
  * <u>Description</u>: A collection of English-French translation pairs selected by a custom filtering pipeline. Designed to "improve the multilingual capabilities of the model" ([Arxiv paper](https://arxiv.org/pdf/2402.00786)).
1370
  * <u>Citation</u>: Manuel Faysse, Patrick Fernandes, Nuno M. Guerreiro, António Loison, Duarte M. Alves, Caio Corro, Nicolas Boizard, João Alves, Ricardo Rei, Pedro H. Martins, Antoni Bigata Casademunt, François Yvon, André F.T. Martins, Gautier Viaud, Céline Hudelot, Pierre Colombo (2024). "CroissantLLM: A Truly Bilingual French-English Language Model," [arXiv:2402.00786](https://arxiv.org/abs/2402.00786).
1371
 
1372
+ #### DiscoursPublics
1373
  * <u>Source</u>: Corpus contributed by OpenLLM partners.
1374
  * <u>Extracted from</u>: [Vie Publique](https://www.vie-publique.fr/collection-discours-publics).
1375
  * <u>Description</u>: A collection of public speeches from the principal public actors in France including speeches from the French President starting from 1974 and from the Prime Minister and members of the government starting from 1980.
 
1424
  * <u>Description</u>: A collection of scientific papers and manuscripts distributed through an open science platform.
1425
  * <u>Citation</u>:
1426
 
1427
+ #### InterventionsParlement
1428
  * <u>Source</u>: Corpus contributed by OpenLLM partners.
1429
  * <u>Extracted from</u>: [Regards citoyens](https://www.regardscitoyens.org/#&panel1-4) ([nodeputes.fr](http://www.nosdeputes.fr/), [nossenateurs.fr](http://www.nossenateurs.fr/)). [API](https://github.com/regardscitoyens). License: [CC BY-SA](https://www.regardscitoyens.org/#&panel1-2).
1430
  * <u>Description</u>: Transcripts of speeches made during French parlementary debates.