diff --git "a/french_303b_1/dataset_stats.csv" "b/french_303b_1/dataset_stats.csv"
new file mode 100644--- /dev/null
+++ "b/french_303b_1/dataset_stats.csv"
@@ -0,0 +1,51 @@
+,num_examples,num_words,word_distribution,dataset_gb,num_tokens,token_distribution,avg_word,avg_tokens,ratio
+FrenchLibrispeechTextOnlyTrain,255631,9350240.6501,"[34, 28, 39, 25, 43, 33, 50, 30, 46, 46, 48, 36, 33, 39, 38, 33, 40, 39, 46, 40, 64, 33, 20, 24, 34, 25, 28, 30, 46, 34, 24, 30, 44, 24, 24, 21, 45, 41, 41, 22, 15, 42, 32, 55, 36, 30, 46, 48, 39, 37, 44, 41, 45, 29, 42, 47, 52, 49, 42, 46, 31, 40, 22, 33, 47, 32, 30, 29, 30, 29, 19, 46, 39, 47, 36, 24, 33, 33, 36, 22, 32, 45, 26, 38, 25, 23, 32, 46, 26, 48, 41, 35, 41, 24, 50, 26, 37, 39, 52, 48, 37, 48, 48, 35, 45, 40, 35, 40, 42, 20, 21, 31, 42, 37, 25, 41, 28, 51, 32, 22, 48, 29, 44, 26, 50, 45, 40, 41, 23, 54, 43, 42, 27, 42, 46, 42, 46, 41, 27, 49, 47, 24, 31, 43, 55, 37, 33, 28, 29, 43, 39, 41, 19, 42, 28, 45, 43, 33, 42, 50, 46, 44, 26, 37, 24, 31, 44, 35, 28, 35, 47, 46, 38, 31, 35, 28, 28, 39, 40, 29, 38, 25, 41, 48, 29, 34, 28, 31, 38, 29, 24, 27, 29, 40, 50, 37, 43, 21, 24, 26, 42, 39, 29, 29, 34, 36, 28, 29, 46, 39, 38, 39, 26, 37, 34, 48, 37, 47, 43, 23, 34, 34, 29, 24, 36, 36, 47, 42, 39, 56, 45, 41, 42, 37, 48, 18, 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+FrenchPoetryTest,100,32219.0,"[100, 127, 115, 536, 268, 108, 539, 150, 579, 228, 387, 157, 119, 211, 132, 181, 99, 2246, 125, 172, 490, 126, 302, 127, 77, 639, 141, 697, 242, 281, 385, 413, 612, 131, 157, 193, 86, 737, 56, 446, 172, 771, 339, 301, 202, 229, 120, 131, 792, 119, 202, 301, 1229, 149, 332, 89, 130, 245, 750, 131, 110, 153, 1210, 106, 54, 212, 222, 444, 424, 978, 114, 356, 149, 250, 125, 326, 153, 110, 265, 150, 187, 446, 1090, 145, 249, 139, 934, 799, 186, 237, 132, 418, 222, 344, 100, 216, 132, 216, 280, 185]",0.0,50265.0,"[170, 182, 178, 781, 397, 197, 896, 237, 926, 363, 611, 234, 210, 336, 243, 284, 175, 3290, 206, 265, 778, 224, 474, 227, 141, 944, 237, 1117, 374, 378, 654, 608, 955, 245, 282, 298, 137, 1078, 103, 707, 265, 1155, 520, 439, 341, 332, 201, 259, 1184, 197, 320, 537, 1882, 232, 515, 146, 207, 356, 1114, 229, 170, 242, 1980, 198, 91, 295, 360, 635, 606, 1535, 192, 510, 250, 403, 204, 527, 226, 199, 394, 223, 318, 675, 1660, 233, 422, 234, 1412, 1202, 317, 382, 206, 713, 339, 511, 158, 332, 231, 319, 487, 301]",322.19,502.65,0.0
+ProjectgutenbergFrTrain,2447,182368212.9473684,"[195744, 101362, 18208, 95514, 38752, 125805, 17284, 75711, 17783, 52612, 128913, 44047, 86859, 51723, 56648, 137629, 30911, 81833, 58680]",0.973,301191828.3684211,"[381706, 149458, 30122, 152085, 62392, 206244, 28064, 120586, 28408, 83424, 229746, 72547, 133997, 82545, 87558, 210840, 48616, 133109, 97190]",74527.26315789473,123086.15789473685,0.02262
+ProjectgutenbergFrTest,100,5524784.0,"[61245, 40759, 62768, 10590, 22030, 50450, 31526, 53298, 115953, 51544, 57319, 11209, 65125, 4221, 64620, 46535, 167109, 91382, 45160, 18693, 214467, 9858, 8488, 60452, 16395]",0.038,9055716.0,"[90930, 62542, 100457, 17250, 35072, 86162, 51177, 118636, 191072, 80430, 94805, 21395, 112341, 6990, 109395, 74433, 270196, 142006, 74204, 31108, 332562, 17212, 13612, 96360, 33582]",55247.84,90557.16,0.00088
+BnfClean2023Train,341,17732600.80952381,"[14923, 128172, 20642, 37819, 96761, 15283, 53068, 32287, 49420, 78726, 124255, 23313, 48841, 2998, 7911, 21217, 48434, 51712, 16231, 78328, 141696]",0.101,27039838.57142857,"[22069, 185830, 34156, 54091, 142470, 27367, 77865, 46772, 72875, 116327, 175291, 34995, 69370, 4244, 11910, 31024, 64992, 76596, 24974, 117818, 274174]",52001.76190476191,79295.71428571429,0.00234
+BnfClean2023Test,100,4829684.0,"[52581, 107833, 155233, 157604, 53698, 101828, 11701, 6741, 20870, 57731, 17903, 36918, 13853, 7564, 36817, 31540, 79585, 7795, 60675, 10009, 14437, 12855, 10315, 42016, 99319]",0.026,7242312.0,"[84258, 152702, 209504, 235041, 77163, 162217, 17481, 9931, 30163, 90045, 31534, 55309, 18794, 11359, 53980, 59182, 121611, 15016, 93148, 14482, 22135, 18240, 16724, 62009, 148550]",48296.84,72423.12,0.0006
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+SwissLegislationTrain,11086,36957632.711538464,"[2560, 1510, 1984, 1545, 1485, 185, 788, 572, 4879, 1202, 2515, 6070, 1935, 769, 635, 1783, 497, 2912, 185, 1339, 637, 31017, 1920, 9889, 564, 2895, 891, 3797, 398, 233, 3887, 1674, 2687, 1134, 6291, 1732, 3401, 3289, 1348, 121, 8120, 1919, 12274, 14994, 2474, 1362, 3336, 10242, 2251, 1468, 683, 189, 8633, 98, 1252, 835, 1102, 1616, 408, 1568, 7495, 4497, 2108, 970, 2042, 3854, 274, 584, 8633, 1657, 3423, 5491, 1305, 1310, 342, 3176, 223, 628, 2076, 17849, 3113, 6867, 2170, 883, 928, 605, 232, 6912, 478, 206, 1294, 505, 5724, 333, 4129, 742, 537, 3048, 4035, 514, 320, 3384, 21175, 2458, 4499, 651, 569, 736, 3592, 1826, 8225, 1008, 2154, 694, 6956, 633, 5642, 1584, 30680, 4170, 331, 1438, 1826, 883, 1241, 7581, 2458, 1806, 2623, 126, 508, 3080, 6045, 11500, 7944, 4968, 10768, 925, 962, 6109, 528, 871, 2382, 1930, 1841, 3567, 2360, 1885, 2215, 2251, 174, 907, 4680, 215, 543, 618, 2776, 305, 7211, 6934, 3932, 929, 1955, 3106, 2628, 2531, 354, 982, 1026, 2621, 2034, 2788, 792, 698, 1354, 797, 297, 3481, 282, 11951, 1727, 1967, 4186, 298, 106, 2470, 2941, 1268, 2267, 2699, 690, 794, 1143, 2518, 4339, 2697, 3450, 2127, 764, 2267, 1006, 11022, 6181, 8281, 1372, 3498, 314, 1909, 2378, 454, 10258, 2229, 21767, 170, 2040, 1149, 292, 297, 3455, 3563, 1023, 11619, 3852, 995, 688, 1585, 2322, 324, 468, 4248, 3594, 6641, 773, 2781, 352, 870, 679, 2303, 4018, 2143, 6309, 2470, 453, 381, 721, 5520, 620, 900, 1183, 658, 8403, 3920, 5562, 8432, 778, 1264, 3166, 12654, 526, 2853, 15813, 2641, 198, 2066, 415, 6850, 5053, 794, 5327, 1129, 1028, 270, 1467, 1990, 123, 2029, 11555, 27487, 1268, 363, 902, 1016, 11617, 1087, 6828, 2450, 270, 36148, 2768, 832, 9796, 17559, 2237, 693, 2486, 3745, 693, 880, 671, 10128, 647, 1140, 2659, 2243, 528, 1946, 780, 7107, 1358, 1702, 386, 16569]",0.255,68332007.60897435,"[4643, 3113, 3855, 2927, 2614, 362, 1298, 1147, 10422, 2602, 4240, 10936, 3870, 1803, 1320, 2987, 1095, 4785, 472, 2565, 1023, 58168, 3399, 25454, 1173, 5929, 1950, 9318, 743, 503, 6464, 2680, 4999, 2356, 10918, 3326, 5509, 6376, 2537, 300, 12330, 3965, 18744, 25850, 7880, 2614, 9245, 18043, 4126, 2939, 1277, 373, 13101, 316, 2156, 2214, 2068, 2849, 927, 2739, 15231, 7599, 4276, 1813, 3501, 6874, 594, 1092, 14990, 3157, 7296, 8760, 2866, 2335, 653, 5169, 470, 1236, 3407, 27072, 5795, 10357, 7562, 1601, 1718, 1237, 543, 12371, 834, 589, 2202, 950, 13895, 754, 6303, 1536, 999, 4789, 6631, 987, 705, 5494, 38475, 6257, 7057, 1335, 1125, 1403, 7010, 3887, 12940, 2273, 3755, 1296, 14133, 1178, 9040, 2695, 59651, 8625, 782, 2599, 3726, 1874, 2201, 16885, 5464, 3664, 4465, 325, 1285, 4693, 9807, 18608, 14861, 7885, 18760, 1492, 1642, 10749, 1181, 1645, 4570, 3110, 3134, 7358, 4512, 3241, 3348, 3622, 372, 1653, 9942, 458, 2014, 1330, 4237, 583, 10797, 12756, 8037, 1738, 4756, 5310, 4923, 4007, 673, 1467, 1756, 6195, 3290, 4766, 1470, 1299, 2512, 1407, 839, 6584, 513, 21366, 3203, 3203, 6835, 909, 292, 4027, 4718, 2131, 4541, 5045, 1348, 1565, 2195, 4359, 7899, 4432, 5939, 3769, 1598, 4687, 2189, 19161, 10609, 13643, 2426, 5856, 625, 4133, 4170, 949, 27524, 3629, 42183, 409, 3257, 1946, 665, 561, 8272, 6508, 1763, 21656, 7582, 1778, 1396, 5375, 4595, 842, 1073, 6756, 5944, 15970, 3624, 4214, 686, 1558, 1100, 3912, 5953, 4123, 10436, 3885, 1042, 811, 1345, 9174, 1207, 2292, 2004, 1310, 16231, 5960, 9374, 16886, 1365, 2114, 5230, 21454, 1283, 4675, 27085, 4612, 413, 4016, 886, 13925, 8099, 1354, 9821, 2086, 1800, 541, 2481, 4239, 299, 4507, 19032, 45302, 2376, 690, 1557, 1717, 20320, 2378, 18465, 5382, 596, 57004, 5291, 1395, 19872, 33962, 4679, 1334, 4191, 9284, 1368, 1719, 1195, 17449, 1325, 1950, 4466, 4922, 1043, 3835, 1770, 10725, 3783, 4031, 770, 35526]",3333.7211538461543,6163.810897435897,0.00592
+SwissLegislationTest,111,349383.0,"[1191, 2541, 6149, 1584, 3097, 957, 2036, 5607, 1788, 1211, 727, 330, 536, 1024, 6511, 760, 5480, 3627, 1257, 250, 1809, 5011, 1814, 2754, 177, 2583, 1699, 1290, 4550, 4166, 3802, 164, 4449, 1766, 2115, 739, 424, 475, 4487, 311, 1345, 953, 10143, 10886, 2752, 5683, 946, 744, 426, 694, 2166, 350, 5877, 8712, 2659, 3370, 94, 983, 2814, 1152, 1543, 709, 299, 955, 747, 2789, 1809, 3438, 2035, 1599, 2908, 26538, 3656, 806, 1486, 579, 4647, 12334, 1412, 432, 58, 1292, 159, 1329, 2598, 1380, 5162, 12102, 8085, 2621, 1251, 7186, 689, 11349, 2527, 2292, 35588, 2088, 1706, 314, 1500, 7082, 1252, 1092, 3461, 665, 427, 437, 5110, 2135, 1728]",0.002,662289.0,"[2286, 4082, 10397, 3095, 6710, 1544, 3912, 11040, 3992, 2177, 1664, 781, 1535, 1871, 9360, 1624, 9009, 6053, 2504, 541, 5285, 9176, 2997, 5152, 430, 4292, 2769, 2237, 7855, 6751, 6698, 412, 7893, 3059, 3262, 1979, 814, 1021, 8250, 679, 2229, 1947, 20352, 30683, 5601, 9305, 1771, 1313, 1581, 1390, 3928, 658, 10728, 18744, 4546, 5296, 302, 1856, 6332, 1984, 4224, 1366, 606, 1641, 1485, 4614, 3599, 6533, 3240, 2803, 4725, 54181, 6310, 1401, 2915, 1126, 12890, 31432, 2384, 996, 186, 2476, 339, 3090, 4807, 2759, 10907, 19454, 14957, 4980, 2360, 12217, 1405, 20107, 5337, 4127, 55898, 4047, 3142, 823, 3653, 11991, 2811, 1917, 5668, 1087, 951, 733, 8920, 4077, 2858]",3147.5945945945946,5966.5675675675675,4e-05
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