[NeurIPS 2025] Vocabulary Frequency Imbalance
Collection
Dataset and pre-trained models for "Exploiting Vocabulary Frequency Imbalance in Language Model Pre-training (Neurips 2025)" • 17 items • Updated
input_ids list |
|---|
[
475,
13949,
10396,
199,
1719,
463,
263,
1152,
12,
11654,
287,
16006,
289,
10396,
38625,
344,
83,
2755,
12,
635,
502,
362,
1026,
533,
317,
5686,
287,
11588,
14,
19759,
288,
1824,
287,
263,
5686,
284,
2547,
14,
199,
33507,
344,
83,
22... |
[
6689,
1378,
168246,
20796,
14,
642,
2118,
347,
481,
258,
1261,
17642,
288,
4098,
284,
15259,
336,
423,
396,
352,
20444,
10587,
34999,
1142,
199,
10268,
3637,
91156,
12,
71889,
28167,
402,
72605,
7244,
12190,
78976,
389,
19472,
12,
1759,
... |
[
890,
24076,
258,
64022,
14,
1654,
6715,
362,
5325,
323,
263,
2194,
288,
48352,
29785,
437,
52844,
1019,
12,
3096,
5396,
263,
133770,
62730,
287,
2928,
15176,
288,
56454,
14,
199,
8705,
8669,
289,
184502,
317,
642,
67922,
2,
8669,
7920,
... |
[
349,
317,
102900,
372,
11031,
31,
1482,
344,
83,
590,
412,
18493,
26465,
380,
314,
630,
314,
414,
2376,
346,
258,
2291,
4697,
14,
22925,
1896,
344,
84,
713,
314,
14138,
372,
1726,
1239,
14,
147001,
2504,
288,
5543,
289,
263,
1609,
2... |
[
9,
287,
1560,
23528,
7434,
402,
14384,
1139,
769,
45855,
396,
3317,
3877,
1598,
2686,
322,
263,
3654,
1949,
1400,
263,
704,
12516,
1901,
14,
18713,
45855,
3317,
258,
2686,
288,
47849,
2680,
6304,
323,
383,
3422,
24572,
3654,
629,
10669,... |
[
4071,
11005,
19071,
26,
336,
263,
44926,
7091,
10307,
8816,
362,
28385,
287,
6192,
12,
287,
263,
6634,
2042,
263,
965,
481,
8816,
435,
316,
14933,
289,
2808,
288,
21130,
6220,
289,
263,
4081,
402,
10818,
354,
263,
360,
13,
14312,
2113... |
[
5239,
15684,
45415,
833,
287,
7317,
530,
4859,
4320,
1172,
13,
2331,
3258,
199,
33173,
14,
81368,
496,
322,
2350,
323,
2363,
2636,
12,
45863,
6535,
284,
263,
12086,
288,
6233,
402,
13305,
50497,
13,
13746,
51671,
902,
488,
258,
904,
1... |
[
412,
6217,
31,
2445,
12282,
316,
3362,
284,
525,
258,
905,
31,
610,
344,
83,
1294,
284,
1967,
759,
2135,
354,
258,
1288,
937,
412,
616,
1288,
2601,
14545,
14,
199,
1961,
7222,
2175,
1801,
686,
442,
316,
4672,
10285,
284,
504,
3576,
... |
[
199,
938,
1693,
638,
6165,
501,
620,
428,
17696,
289,
61156,
263,
2786,
336,
263,
507,
14,
51,
14,
2285,
284,
1909,
500,
22009,
13696,
288,
17116,
289,
3275,
13,
12989,
31,
1669,
638,
258,
1128,
509,
2494,
620,
4254,
1245,
336,
6622... |
[
323,
1480,
346,
18612,
648,
323,
941,
1245,
18612,
287,
672,
2654,
317,
1070,
2042,
1480,
346,
18612,
6385,
199,
1386,
9839,
2533,
49060,
12,
1419,
14,
36,
1499,
2015,
288,
33031,
6558,
346,
30581,
7983,
199,
1719,
509,
988,
322,
1420... |
[
14,
535,
263,
327,
17416,
3454,
12,
350,
1672,
263,
27148,
44,
2578,
642,
123762,
19994,
13503,
14,
72,
2,
3245,
12,
263,
642,
3991,
10228,
14,
72,
2,
3245,
323,
263,
20099,
66,
3006,
63,
84,
1359,
1046,
287,
263,
642,
73,
139044,... |
[
61647,
263,
2520,
14,
535,
579,
2422,
12,
64446,
317,
15595,
2520,
14,
92127,
317,
808,
509,
28470,
14,
535,
1283,
12,
108052,
317,
4624,
2520,
14,
802,
435,
745,
347,
323,
258,
3362,
2048,
288,
585,
402,
22313,
1723,
372,
3539,
136... |
[
18741,
7740,
482,
622,
5869,
289,
18739,
402,
35495,
359,
47193,
1920,
433,
1499,
470,
11638,
5074,
9735,
2926,
12,
12684,
12,
1416,
38405,
769,
2736,
648,
556,
123670,
76267,
624,
5869,
402,
35,
2222,
13,
35,
1617,
9,
287,
1479,
7425... |
[
316,
7313,
437,
37632,
284,
1963,
1900,
7091,
26,
199,
17,
14,
21394,
2421,
7634,
699,
6678,
496,
17234,
18763,
437,
263,
951,
288,
423,
4391,
666,
1234,
1599,
284,
2532,
2421,
7634,
14,
1227,
317,
715,
479,
887,
6425,
336,
263,
715... |
[
4126,
4222,
4976,
1672,
15653,
481,
1033,
1700,
322,
13897,
13,
22518,
4451,
74213,
354,
749,
354,
258,
509,
5534,
10963,
288,
263,
2120,
287,
9299,
3591,
288,
263,
97723,
1144,
14,
33088,
44442,
47,
12,
4146,
1369,
49334,
88596,
402,
... |
[
50442,
12,
551,
5112,
284,
9267,
7859,
14321,
287,
15246,
1199,
263,
1557,
14,
199,
13,
21665,
6127,
488,
1615,
412,
10162,
380,
1792,
258,
1128,
1905,
937,
28987,
14,
98927,
6127,
1701,
347,
3865,
284,
2151,
14321,
287,
17524,
284,
1... |
[
263,
11797,
402,
3984,
13491,
5151,
769,
2585,
3275,
13,
12976,
759,
83067,
25883,
624,
2122,
287,
749,
6144,
488,
64338,
60748,
287,
1150,
7061,
2241,
39512,
14,
12447,
263,
129446,
351,
12,
258,
786,
5316,
14371,
288,
19843,
6597,
402... |
[
4380,
1289,
8973,
585,
284,
930,
2755,
380,
258,
6968,
646,
13,
12418,
12,
372,
258,
6164,
21191,
380,
258,
6912,
11457,
12,
372,
258,
6968,
380,
258,
72747,
344,
73,
1468,
25567,
12,
372,
258,
3608,
2833,
380,
352,
14417,
3184,
14,... |
[
14,
69,
1499,
25369,
9,
6324,
4998,
13506,
13,
15785,
6324,
14,
199,
13,
15328,
5526,
19165,
26,
4552,
1318,
263,
2010,
288,
263,
8515,
317,
5296,
4517,
289,
263,
3225,
2091,
6324,
14,
3760,
1672,
263,
7184,
2497,
12,
263,
8515,
546... |
[
392,
13,
7746,
13,
4632,
74792,
1157,
14,
392,
14,
2,
72393,
12,
22188,
12,
6526,
15,
9774,
2381,
14011,
52686,
2,
199,
1092,
12455,
347,
317,
649,
509,
2693,
336,
317,
2285,
12,
488,
289,
597,
1496,
347,
317,
786,
1294,
336,
1532... |
[
346,
9173,
10637,
414,
258,
2556,
2324,
323,
579,
12755,
890,
354,
5080,
23792,
2590,
4862,
2376,
12,
27583,
2590,
2948,
14149,
69405,
9580,
2590,
372,
69118,
2892,
14,
13576,
4549,
700,
316,
2285,
284,
1597,
323,
579,
2892,
14,
199,
... |