lang-ner-v2 / README.md
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metadata
dataset_info:
  features:
    - name: original_text
      dtype: string
    - name: input_ids
      list: int32
    - name: attention_mask
      list: int8
    - name: labels
      list: int64
  splits:
    - name: train
      num_bytes: 9707486094
      num_examples: 4027500
    - name: eval
      num_bytes: 35788880
      num_examples: 22500
  download_size: 10541183500
  dataset_size: 9743274974
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: eval
        path: data/eval-*
lang train train % eval eval % all_splits all_splits %
en 138779 2.39% 2410 3.63% 141189 2.40%
zh 112472 1.93% 1610 2.43% 114082 1.94%
ja 110298 1.90% 1598 2.41% 111896 1.90%
ru 109783 1.89% 1601 2.41% 111384 1.89%
fr 108239 1.86% 1595 2.40% 109834 1.87%
es 107501 1.85% 1555 2.34% 109056 1.85%
de 102614 1.76% 1412 2.13% 104026 1.77%
pt 99388 1.71% 1293 1.95% 100681 1.71%
it 98793 1.70% 1239 1.87% 100032 1.70%
uk 86996 1.50% 1076 1.62% 88072 1.50%
pl 85652 1.47% 994 1.50% 86646 1.47%
fi 85327 1.47% 1221 1.84% 86548 1.47%
cs 83035 1.43% 956 1.44% 83991 1.43%
ar 82347 1.42% 1023 1.54% 83370 1.42%
mk 82150 1.41% 835 1.26% 82985 1.41%
nl 81680 1.40% 1016 1.53% 82696 1.41%
da 81579 1.40% 1110 1.67% 82689 1.41%
he 81281 1.40% 773 1.16% 82054 1.39%
ko 80606 1.39% 1034 1.56% 81640 1.39%
hu 80020 1.38% 859 1.29% 80879 1.37%
mr 80013 1.38% 778 1.17% 80791 1.37%
eo 78197 1.34% 780 1.18% 78977 1.34%
hi 76941 1.32% 890 1.34% 77831 1.32%
tr 76449 1.31% 902 1.36% 77351 1.31%
la 74437 1.28% 940 1.42% 75377 1.28%
lt 74165 1.28% 781 1.18% 74946 1.27%
hy 73826 1.27% 682 1.03% 74508 1.27%
el 71881 1.24% 721 1.09% 72602 1.23%
ro 70215 1.21% 783 1.18% 70998 1.21%
sk 69235 1.19% 808 1.22% 70043 1.19%
be 67958 1.17% 799 1.20% 68757 1.17%
bg 67298 1.16% 652 0.98% 67950 1.16%
is 66659 1.15% 914 1.38% 67573 1.15%
oc 65174 1.12% 698 1.05% 65872 1.12%
no 64812 1.11% 643 0.97% 65455 1.11%
gl 62388 1.07% 675 1.02% 63063 1.07%
bn 62460 1.07% 598 0.90% 63058 1.07%
hr 62010 1.07% 740 1.11% 62750 1.07%
as 61965 1.07% 585 0.88% 62550 1.06%
ca 61756 1.06% 667 1.00% 62423 1.06%
tl 61611 1.06% 621 0.94% 62232 1.06%
kk 60452 1.04% 628 0.95% 61080 1.04%
sl 60303 1.04% 709 1.07% 61012 1.04%
ur 59908 1.03% 603 0.91% 60511 1.03%
fa 59325 1.02% 559 0.84% 59884 1.02%
th 59257 1.02% 572 0.86% 59829 1.02%
ba 59098 1.02% 584 0.88% 59682 1.01%
ka 58908 1.01% 583 0.88% 59491 1.01%
ga 58245 1.00% 641 0.97% 58886 1.00%
pa 58316 1.00% 546 0.82% 58862 1.00%
kn 58172 1.00% 610 0.92% 58782 1.00%
cy 58090 1.00% 635 0.96% 58725 1.00%
ky 58061 1.00% 601 0.91% 58662 1.00%
id 57331 0.99% 708 1.07% 58039 0.99%
eu 57345 0.99% 587 0.88% 57932 0.98%
af 56708 0.97% 804 1.21% 57512 0.98%
ckb 56141 0.97% 315 0.47% 56456 0.96%
bs 55744 0.96% 666 1.00% 56410 0.96%
tt 55504 0.95% 559 0.84% 56063 0.95%
jv 52744 0.91% 538 0.81% 53282 0.91%
lb 52653 0.91% 513 0.77% 53166 0.90%
tg 49042 0.84% 538 0.81% 49580 0.84%
mt 48739 0.84% 509 0.77% 49248 0.84%
su 47971 0.82% 512 0.77% 48483 0.82%
sr 46091 0.79% 463 0.70% 46554 0.79%
sv 45646 0.78% 606 0.91% 46252 0.79%
mn 45285 0.78% 466 0.70% 45751 0.78%
ms 45097 0.78% 561 0.85% 45658 0.78%
br 43987 0.76% 498 0.75% 44485 0.76%
lv 43467 0.75% 451 0.68% 43918 0.75%
ps 43305 0.74% 412 0.62% 43717 0.74%
et 42580 0.73% 460 0.69% 43040 0.73%
sq 41992 0.72% 498 0.75% 42490 0.72%
ml 41976 0.72% 435 0.66% 42411 0.72%
sw 41490 0.71% 424 0.64% 41914 0.71%
uz 39070 0.67% 367 0.55% 39437 0.67%
rm 38952 0.67% 414 0.62% 39366 0.67%
te 38774 0.67% 398 0.60% 39172 0.67%
ne 37934 0.65% 340 0.51% 38274 0.65%
ta 34913 0.60% 347 0.52% 35260 0.60%
ku 33868 0.58% 199 0.30% 34067 0.58%
si 33392 0.57% 309 0.47% 33701 0.57%
gu 28416 0.49% 292 0.44% 28708 0.49%
vi 27115 0.47% 313 0.47% 27428 0.47%
so 26837 0.46% 252 0.38% 27089 0.46%
yo 26592 0.46% 283 0.43% 26875 0.46%
mg 25927 0.45% 281 0.42% 26208 0.45%
bo 25005 0.43% 235 0.35% 25240 0.43%
or 24809 0.43% 253 0.38% 25062 0.43%
gd 24255 0.42% 244 0.37% 24499 0.42%
ug 22472 0.39% 215 0.32% 22687 0.39%
dv 21964 0.38% 202 0.30% 22166 0.38%
zu 21121 0.36% 206 0.31% 21327 0.36%
am 21039 0.36% 216 0.33% 21255 0.36%
my 20999 0.36% 215 0.32% 21214 0.36%
km 20527 0.35% 183 0.28% 20710 0.35%
sd 19996 0.34% 204 0.31% 20200 0.34%
lo 18250 0.31% 192 0.29% 18442 0.31%
ny 17679 0.30% 175 0.26% 17854 0.30%
ti 17407 0.30% 162 0.24% 17569 0.30%
ce 16412 0.28% 150 0.23% 16562 0.28%
om 5709 0.10% 61 0.09% 5770 0.10%
total 5816397 100.00% 66369 100.00% 5882766 100.00%
{'O': 0,
 'B-EN': 1,
 'I-EN': 2,
 'B-ES': 3,
 'I-ES': 4,
 'B-FR': 5,
 'I-FR': 6,
 'B-DE': 7,
 'I-DE': 8,
 'B-IT': 9,
 'I-IT': 10,
 'B-PT': 11,
 'I-PT': 12,
 'B-NL': 13,
 'I-NL': 14,
 'B-VI': 15,
 'I-VI': 16,
 'B-TR': 17,
 'I-TR': 18,
 'B-LA': 19,
 'I-LA': 20,
 'B-ID': 21,
 'I-ID': 22,
 'B-MS': 23,
 'I-MS': 24,
 'B-AF': 25,
 'I-AF': 26,
 'B-SQ': 27,
 'I-SQ': 28,
 'B-IS': 29,
 'I-IS': 30,
 'B-NO': 31,
 'I-NO': 32,
 'B-SV': 33,
 'I-SV': 34,
 'B-DA': 35,
 'I-DA': 36,
 'B-FI': 37,
 'I-FI': 38,
 'B-HU': 39,
 'I-HU': 40,
 'B-PL': 41,
 'I-PL': 42,
 'B-CS': 43,
 'I-CS': 44,
 'B-RO': 45,
 'I-RO': 46,
 'B-RU': 47,
 'I-RU': 48,
 'B-BG': 49,
 'I-BG': 50,
 'B-UK': 51,
 'I-UK': 52,
 'B-SR': 53,
 'I-SR': 54,
 'B-BE': 55,
 'I-BE': 56,
 'B-KK': 57,
 'I-KK': 58,
 'B-MK': 59,
 'I-MK': 60,
 'B-MN': 61,
 'I-MN': 62,
 'B-ZH': 63,
 'I-ZH': 64,
 'B-JA': 65,
 'I-JA': 66,
 'B-KO': 67,
 'I-KO': 68,
 'B-HI': 69,
 'I-HI': 70,
 'B-UR': 71,
 'I-UR': 72,
 'B-BN': 73,
 'I-BN': 74,
 'B-TA': 75,
 'I-TA': 76,
 'B-TE': 77,
 'I-TE': 78,
 'B-MR': 79,
 'I-MR': 80,
 'B-GU': 81,
 'I-GU': 82,
 'B-KN': 83,
 'I-KN': 84,
 'B-ML': 85,
 'I-ML': 86,
 'B-PA': 87,
 'I-PA': 88,
 'B-AS': 89,
 'I-AS': 90,
 'B-OR': 91,
 'I-OR': 92,
 'B-AR': 93,
 'I-AR': 94,
 'B-FA': 95,
 'I-FA': 96,
 'B-PS': 97,
 'I-PS': 98,
 'B-SD': 99,
 'I-SD': 100,
 'B-UG': 101,
 'I-UG': 102,
 'B-EL': 103,
 'I-EL': 104,
 'B-HE': 105,
 'I-HE': 106,
 'B-HY': 107,
 'I-HY': 108,
 'B-KA': 109,
 'I-KA': 110,
 'B-AM': 111,
 'I-AM': 112,
 'B-KM': 113,
 'I-KM': 114,
 'B-LO': 115,
 'I-LO': 116,
 'B-MY': 117,
 'I-MY': 118,
 'B-TH': 119,
 'I-TH': 120,
 'B-SI': 121,
 'I-SI': 122,
 'B-BO': 123,
 'I-BO': 124,
 'B-DV': 125,
 'I-DV': 126,
 'B-TI': 127,
 'I-TI': 128,
 'B-SW': 129,
 'I-SW': 130,
 'B-EU': 131,
 'I-EU': 132,
 'B-TL': 133,
 'I-TL': 134,
 'B-CA': 135,
 'I-CA': 136,
 'B-GL': 137,
 'I-GL': 138,
 'B-OC': 139,
 'I-OC': 140,
 'B-BR': 141,
 'I-BR': 142,
 'B-GA': 143,
 'I-GA': 144,
 'B-GD': 145,
 'I-GD': 146,
 'B-CY': 147,
 'I-CY': 148,
 'B-BS': 149,
 'I-BS': 150,
 'B-HR': 151,
 'I-HR': 152,
 'B-SL': 153,
 'I-SL': 154,
 'B-SK': 155,
 'I-SK': 156,
 'B-ET': 157,
 'I-ET': 158,
 'B-LV': 159,
 'I-LV': 160,
 'B-LT': 161,
 'I-LT': 162,
 'B-EO': 163,
 'I-EO': 164,
 'B-JV': 165,
 'I-JV': 166,
 'B-MG': 167,
 'I-MG': 168,
 'B-OM': 169,
 'I-OM': 170,
 'B-SO': 171,
 'I-SO': 172,
 'B-SU': 173,
 'I-SU': 174,
 'B-UZ': 175,
 'I-UZ': 176,
 'B-KU': 177,
 'I-KU': 178,
 'B-CKB': 179,
 'I-CKB': 180,
 'B-NE': 181,
 'I-NE': 182,
 'B-MT': 183,
 'I-MT': 184,
 'B-LB': 185,
 'I-LB': 186,
 'B-RM': 187,
 'I-RM': 188,
 'B-TT': 189,
 'I-TT': 190,
 'B-KY': 191,
 'I-KY': 192,
 'B-TG': 193,
 'I-TG': 194,
 'B-BA': 195,
 'I-BA': 196,
 'B-YO': 197,
 'I-YO': 198,
 'B-ZU': 199,
 'I-ZU': 200,
 'B-NY': 201,
 'I-NY': 202,
 'B-CE': 203,
 'I-CE': 204}