diff --git a/train/fineweb2-sampled-decay-v2/amh_Ethi-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0000-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/amh_Ethi-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0000-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..81cc972cc007d2c3709e0c3c220f93ec29d2b5cc
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/amh_Ethi-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0000-tokenized-chunked-8192-512-32-backfill-nodups/index.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/amh_Ethi-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0000-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/amh_Ethi-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0000-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..f59d6be2a2fb8ffe1364ce9a2b1e771613533542
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/amh_Ethi-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0000-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
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\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/amh_Ethi-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0000-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/amh_Ethi-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0000-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..dbeb47f5f2182dda06dabf2ed787c0b2f2f620e2
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/amh_Ethi-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0000-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/amh_Ethi-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0002-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/amh_Ethi-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0002-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..789d7643f9fdb90712966825e1de548116aba4be
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/amh_Ethi-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0002-tokenized-chunked-8192-512-32-backfill-nodups/index.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/amh_Ethi-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0002-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/amh_Ethi-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0002-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..ccff9ba827430411cf55aa1da3e9c8a1d6ad2a1f
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/amh_Ethi-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0002-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
@@ -0,0 +1 @@
+{"total_duplicated_tokens": 0, "total_tokens_written": 149319093, "total_tokens_skipped": 280, "percentiles": {"0th": 81, "10th": 362, "20th": 530, "30th": 734, "40th": 1004, "50th": 1350, "60th": 1849, "70th": 2529, "80th": 3638, "90th": 5907, "95th": 8190, "99th": 8191, "100th": 8191}}
\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/amh_Ethi-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0002-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/amh_Ethi-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0002-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..9147dc0e7a92f3e190adfffdb325de1340c17142
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/amh_Ethi-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0002-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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diff --git a/train/fineweb2-sampled-decay-v2/amh_Ethi-tokenized-chunked-8192-512-32-backfill-nodups-sampled/index.json b/train/fineweb2-sampled-decay-v2/amh_Ethi-tokenized-chunked-8192-512-32-backfill-nodups-sampled/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f5de0c994161054d48bce7f1da525efdb9f3002
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/amh_Ethi-tokenized-chunked-8192-512-32-backfill-nodups-sampled/index.json
@@ -0,0 +1 @@
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38438, 38439, 38440, 38441, 38447, 38448, 38449, 38450, 38451, 38452, 38453, 38454, 38455, 38456, 38457, 38458, 38460, 38461, 38462, 38463, 38464, 38465, 38466, 38467, 38468, 38469, 38470, 38471, 38472, 38473, 38474, 38475, 38481, 38482, 38483, 38484, 38485, 38486, 38487, 38488, 38489, 38490, 38491, 38492, 38493, 38494, 38495, 38496, 38497, 38498, 38526, 38554, 38555, 38556, 38557, 38558, 38559, 38560, 38569, 38570, 38571, 38572, 38573, 38574, 38581, 38582, 38583, 38584, 38585, 38586, 38592, 38593, 38594, 38595, 38596, 38597, 38598, 38599, 38602, 38603, 38604, 38605, 38606, 38607, 38608, 38609, 38610, 38611, 38612, 38613, 38614, 38615, 38616, 38617, 38623, 38624, 38625, 38626, 38627, 38633, 38634, 38635, 38636, 38637, 38638, 38639, 38640, 38641, 38642, 38643, 38644, 38645, 38646, 38647, 38648, 38649, 38650, 38651, 38652, 38658, 38659, 38660, 38679, 38680, 38681, 38682, 38683, 38699, 38700, 38701, 38702, 38703, 38704, 38710, 38711, 38712, 38713, 38714, 38715, 38716, 38717, 38718, 38719, 38720, 38721, 38722, 38723, 38724, 38725, 38726, 38727, 38728, 38729, 38730, 38731, 38732, 38733, 38734, 38735, 38736, 38737, 38738, 38739, 38740, 38741, 38742, 38743, 38744, 38760, 38761, 38762, 38763, 38764, 38765, 38766, 38767, 38768, 38769, 38770, 38771, 38772, 38788, 38789, 38790, 38791, 38792, 38793, 38794, 38795, 38796, 38797, 38809, 38810, 38811, 38812, 38813, 38814, 38815, 38816, 38817, 38818, 38820, 38821, 38822, 38823, 38824, 38825, 38826, 38827, 38828, 38829, 38836, 38837, 38838, 38839, 38840, 38841, 38842, 38843, 38844, 38845, 38846, 38847, 38848, 38849, 38850, 38851, 38852, 38858, 38859, 38860, 38861, 38862, 38863, 38864, 38865, 38866, 38867, 38868, 38869, 38870, 38871, 38872, 38873, 38874, 38875, 38876, 38877, 38878, 38879, 38880, 38881, 38882, 38883, 38884, 38886, 38887, 38888, 38889, 38890, 38891, 38892, 38893, 38894, 38895, 38896, 38897, 38898, 38899, 38900, 38901, 38902, 38903, 38912, 38913, 38914, 38915, 38916, 38917, 38919, 38920, 38921, 38922, 38923, 38924, 38925, 38926, 38927, 38928, 38938, 38939, 38940, 38941, 38942, 38948, 38949, 38950, 38951, 38952, 38953, 38954, 38955, 38956, 38957, 38963, 38964, 38965, 38966, 38967, 38968, 38969, 38970, 38971, 38972, 38973, 38974, 38975, 38976, 38982, 38983, 38984, 38985, 38986, 38989, 38990, 38991, 38992, 38993, 38997, 38998, 38999, 39000, 39001, 39002, 39003, 39004, 39005, 39007, 39008, 39009, 39010, 39011, 39012, 39013, 39014, 39015, 39016, 39017, 39018, 39019, 39020, 39021, 39022, 39023, 39024, 39025, 39026, 39027, 39028, 39029, 39031, 39032, 39033, 39034, 39035, 39036, 39042, 39043, 39044, 39045, 39046, 39047, 39048, 39050, 39051, 39052, 39053, 39054, 39055, 39056, 39057, 39073, 39074, 39075, 39076, 39077, 39078, 39084, 39085, 39086, 39095, 39096, 39097, 39098, 39099, 39100, 39101, 39102, 39103, 39104, 39105, 39106, 39107, 39108, 39109, 39110, 39111, 39112, 39113, 39114, 39115, 39116, 39117, 39118, 39119, 39120, 39121, 39122, 39123, 39142, 39143, 39144, 39145, 39146, 39147, 39148, 39149, 39150, 39151, 39152, 39153, 39154, 39155, 39156, 39157, 39158, 39159, 39160, 39161, 39162, 39163, 39164, 39165, 39166, 39167, 39173, 39174, 39175, 39176, 39177, 39181, 39182, 39183, 39184, 39185, 39186, 39187, 39188, 39189, 39190, 39199, 39200, 39201, 39202, 39203, 39204, 39205, 39206, 39207, 39208, 39209, 39215, 39216, 39217, 39218, 39219, 39220, 39221, 39222, 39223, 39224, 39225, 39226, 39227, 39233, 39234, 39235, 39236, 39237, 39251, 39252, 39253, 39254, 39255, 39259, 39260, 39261, 39262, 39263, 39267, 39268, 39269, 39270, 39271, 39282, 39283, 39284, 39285, 39286, 39287, 39288, 39289, 39290, 39291, 39292, 39293, 39294, 39295, 39296, 39297, 39298, 39299, 39300, 39301, 39302, 39303, 39304, 39305, 39306, 39307, 39308, 39309, 39310, 39316, 39317, 39318, 39319, 39320, 39349, 39350, 39351, 39352, 39353, 39354, 39355, 39356, 39357, 39358, 39359, 39360, 39361, 39362, 39363, 39364, 39365, 39366, 39372, 39373, 39379, 39380, 39381, 39382, 39383, 39389, 39390, 39391, 39392, 39393, 39394, 39406, 39407, 39415, 39416, 39417, 39418, 39419, 39420, 39421, 39422, 39423, 39424, 39425, 39426, 39427, 39428, 39429, 39430, 39431, 39434, 39435, 39436, 39437, 39438, 39444, 39445, 39446, 39447, 39448, 39449, 39450, 39451, 39452, 39453, 39461, 39462, 39463, 39464, 39465, 39466, 39467, 39468, 39469, 39470, 39471, 39487, 39488, 39489, 39490, 39491, 39492, 39493, 39494, 39495, 39496, 39497, 39498, 39499, 39500, 39501, 39502, 39503, 39504, 39505, 39506, 39507, 39508, 39509, 39510, 39511, 39525, 39526, 39527, 39528, 39529, 39530, 39531, 39532, 39533, 39534, 39535, 39536, 39537, 39538, 39539, 39540, 39541, 39542, 39543, 39544, 39545, 39546, 39547, 39548, 39549, 39550, 39551, 39552, 39553, 39554, 39555, 39556, 39557, 39558, 39559, 39560, 39561, 39562, 39563, 39564, 39565, 39566, 39567, 39568, 39569, 39570, 39571, 39572, 39573, 39574, 39575, 39576, 39577, 39583, 39584, 39585, 39586, 39587, 39588, 39589, 39590, 39591, 39592, 39593, 39594, 39595, 39596, 39597, 39598, 39599, 39600, 39601, 39602, 39608, 39609, 39610, 39611, 39612, 39613, 39614, 39615, 39616, 39617, 39618, 39619, 39620, 39621, 39622, 39629, 39632, 39633, 39634, 39635, 39636, 39642, 39643, 39644, 39645, 39646, 39647, 39648, 39649, 39650, 39651, 39652, 39653, 39654, 39655, 39656, 39657, 39658, 39664, 39665, 39666, 39667, 39668, 39669, 39670, 39671, 39672, 39675, 39676, 39677, 39678, 39679, 39680, 39681, 39682, 39683, 39684, 39685, 39686, 39687, 39688, 39689, 39690, 39691, 39692, 39693, 39694, 39695, 39696, 39697, 39698, 39699, 39700, 39701, 39702, 39703, 39704, 39705, 39706, 39707, 39708, 39709, 39710, 39711, 39712, 39713, 39714, 39715, 39716, 39717, 39718, 39724, 39725, 39726, 39727, 39728, 39729, 39730, 39731, 39732, 39733, 39734, 39735, 39736, 39737, 39738, 39744, 39745, 39746, 39747, 39748, 39749, 39750, 39751, 39770, 39771, 39772, 39773, 39774, 39775, 39776, 39777, 39783, 39784, 39785, 39786, 39787, 39788, 39789, 39790, 39791, 39792, 39793, 39794, 39795, 39796, 39797, 39798, 39799, 39800, 39801, 39802, 39803, 39804, 39805, 39806, 39807, 39808, 39809, 39810, 39814, 39815, 39816, 39817, 39818, 39819, 39820, 39837, 39838, 39839, 39840, 39841, 39842, 39843, 39844, 39845, 39846, 39847, 39848, 39849, 39850, 39851, 39852, 39856, 39857, 39858, 39859, 39860, 39861, 39862, 39863, 39864, 39865, 39866, 39867, 39868, 39869, 39870, 39871, 39872, 39873, 39874, 39875, 39881, 39882, 39883, 39884, 39885, 39886, 39887, 39888, 39889, 39890, 39891, 39892, 39893, 39894, 39895, 39896, 39897, 39898, 39899, 39900, 39901, 39902, 39903, 39904, 39907, 39908, 39909, 39910, 39911, 39912, 39913, 39914, 39915, 39916, 39917, 39918, 39919, 39922, 39923, 39924, 39935, 39936, 39937, 39938, 39939, 39940, 39946, 39947, 39948, 39949, 39950, 39951, 39952, 39953, 39954, 39955, 39956, 39957, 39958, 39959, 39960, 39961, 39962, 39963, 39964, 39965, 39966, 39967, 39968, 39969, 39970, 39971, 39972, 39973, 39974, 39975, 39976, 39977, 39978, 39979, 39980, 39981, 39982, 39983, 39984, 39985, 39986, 39987, 39988, 39989, 39991, 39992, 39993, 39994, 39995, 39996, 39997, 39998, 39999, 40000, 40001, 40002, 40003, 40004, 40005, 40009, 40010, 40011, 40012, 40013, 40014, 40015, 40016, 40017, 40018, 40019, 40020, 40021, 40022, 40023, 40024, 40025, 40026, 40027, 40028, 40029, 40030, 40031, 40047, 40048, 40049, 40050, 40051, 40052, 40053, 40054, 40055, 40056, 40057, 40058, 40059, 40060, 40061, 40062, 40063, 40064, 40078, 40079, 40080, 40106, 40107, 40108, 40109, 40110, 40111, 40112, 40113, 40119, 40120, 40121, 40122, 40123, 40128, 40129, 40130, 40131, 40132, 40133, 40134, 40135, 40136, 40137, 40138, 40139, 40140, 40141, 40142, 40143, 40144, 40145, 40146, 40148, 40149, 40150, 40151, 40152, 40153, 40154, 40155, 40156, 40157, 40168, 40169, 40170, 40171, 40172, 40174, 40175, 40176, 40177, 40178, 40179, 40180, 40181, 40182, 40183, 40190, 40191, 40198, 40199, 40200, 40203, 40204, 40205, 40206, 40207, 40208, 40209, 40210, 40211, 40212, 40213, 40214, 40215, 40216, 40217, 40218, 40219, 40220, 40221, 40222, 40223, 40224, 40225, 40226, 40227, 40228, 40229, 40230, 40231, 40232, 40233, 40239, 40240, 40241, 40242, 40243, 40246, 40247, 40248, 40249, 40250, 40251, 40252, 40253, 40254, 40255, 40256, 40257, 40258, 40269, 40270, 40271, 40272, 40273, 40274, 40275, 40276, 40277, 40282, 40283, 40284, 40285, 40286, 40288, 40289, 40290, 40291, 40292, 40298, 40299, 40300, 40301, 40302, 40303, 40304, 40306, 40307, 40308, 40309, 40310, 40311, 40312, 40328, 40329, 40330, 40331, 40332, 40333, 40334, 40335, 40336, 40337, 40338, 40339, 40340, 40341, 40342, 40343, 40344, 40345, 40351, 40353, 40354, 40355, 40356, 40357, 40358, 40359, 40360, 40361, 40364, 40365, 40366, 40367, 40368, 40369, 40370, 40371, 40372, 40373, 40374, 40375, 40376, 40377, 40378, 40379, 40380, 40396, 40397, 40398, 40399, 40400, 40401, 40402, 40403, 40404, 40405, 40407, 40408, 40409, 40410, 40411, 40427, 40428, 40429, 40430, 40431, 40432, 40433, 40434, 40435, 40436, 40437, 40438, 40439, 40440, 40441, 40442, 40443, 40444, 40445, 40446, 40447, 40448, 40454, 40455, 40456, 40457, 40458, 40459, 40460, 40461, 40462, 40463, 40464, 40465, 40466, 40469, 40470, 40471, 40472, 40473, 40474, 40475, 40476, 40477, 40478, 40479, 40480, 40481, 40487, 40488, 40489, 40490, 40491, 40492, 40493, 40494, 40495, 40501, 40502, 40503, 40504, 40505, 40506, 40507, 40508, 40515, 40516, 40517, 40518, 40519, 40520, 40522, 40523, 40524, 40525, 40526, 40527, 40528, 40529, 40530, 40531, 40550, 40551, 40552, 40553, 40554, 40558, 40559, 40560, 40561, 40562, 40563, 40564, 40565, 40566, 40567, 40568, 40569, 40570, 40576, 40577, 40578, 40582, 40583, 40584, 40585, 40586, 40587, 40588, 40589, 40590, 40591, 40592, 40593, 40594, 40595, 40596, 40598, 40599, 40600, 40601, 40602, 40605, 40606, 40607, 40608, 40609, 40610, 40611, 40613, 40614, 40615, 40616, 40617, 40618, 40619, 40620, 40621, 40622, 40623, 40624, 40625, 40626, 40627, 40628, 40629, 40630, 40631, 40632, 40633, 40634, 40635, 40636, 40637, 40638, 40639, 40640, 40641, 40642, 40643, 40644, 40645, 40647, 40653, 40654, 40656, 40657, 40658, 40659, 40660, 40661, 40662, 40666, 40667, 40668, 40669, 40670, 40672, 40673, 40674, 40675, 40676, 40677, 40678, 40679, 40680, 40681, 40682, 40683, 40684, 40685, 40686, 40687, 40688, 40689, 40690, 40691, 40692, 40693, 40694, 40695, 40696, 40704, 40705, 40706, 40707, 40708, 40709, 40710, 40711, 40712, 40713, 40714, 40715, 40716, 40717, 40718, 40719, 40740, 40741, 40742, 40743, 40744, 40745, 40746, 40747, 40748, 40749, 40750, 40751, 40752, 40753, 40754, 40755, 40758, 40759, 40760, 40761, 40770, 40771, 40772, 40773, 40774, 40775, 40776, 40777, 40778, 40779, 40780, 40781, 40783, 40784, 40808, 40809, 40810, 40811, 40812, 40813, 40814, 40815, 40816, 40817, 40818, 40819, 40820, 40821, 40822, 40828, 40829, 40830, 40831, 40832, 40833, 40834, 40835, 40836, 40838, 40839, 40841, 40842, 40843, 40844, 40845, 40846, 40847, 40848, 40849, 40853, 40855, 40856, 40857, 40858, 40859, 40860, 40861, 40867, 40868, 40869, 40871, 40872, 40873, 40874, 40875, 40876, 40877, 40878, 40879, 40880, 40881, 40882, 40883, 40884, 40885, 40886, 40887, 40888, 40900, 40901, 40922, 40923, 40924, 40925, 40926, 40929, 40930, 40931, 40932, 40935, 40936, 40939, 40940, 40941, 40943, 40946, 40947, 40948, 40951, 40952, 40953, 40954, 40957, 40959, 40960, 40961, 40962, 40963, 40964, 40965, 40966, 40967, 40968, 40969, 40970, 40971, 40972, 40973, 40974, 40975, 40976, 40977, 40978, 40979, 40980, 40981, 40982, 40983, 40984, 40985, 40986, 40987, 40988, 40989, 40990, 40991, 40992, 40993, 40994, 40995, 40996, 40997, 40998, 40999, 41000, 41006, 41007, 41008, 41009, 41012, 41013, 41014, 41015, 41016, 41018, 41019, 41020, 41021, 41022, 41023, 41024, 41025, 41026, 41027, 41028, 41029, 41030, 41031, 41032, 41033, 41034, 41035, 41036, 41037, 41041, 41042, 41043, 41044, 41045, 41046, 41053, 41054, 41055, 41056, 41057, 41058, 41059, 41061, 41062, 41063, 41064, 41065, 41066, 41068, 41074, 41078, 41080, 41081, 41082, 41084, 41085, 41086, 41087, 41096, 41098, 41099, 41100, 41101, 41102, 41103, 41111, 41118, 41119, 41120, 41121, 41123, 41124, 41125, 41126, 41127, 41128, 41133, 41134, 41135, 41136, 41138, 41139, 41140, 41141, 41142, 41151, 41152, 41153, 41160, 41161, 41162, 41163, 41164, 41168, 41169, 41171, 41172, 41173, 41174, 41175, 41176, 41177, 41178, 41179, 41180, 41181, 41192, 41195, 41201, 41202, 41203, 41204, 41205, 41206, 41208, 41209, 41210, 41211, 41212, 41221, 41222, 41228, 41229, 41230, 41231, 41232, 41233, 41234, 41235, 41236, 41237, 41239, 41240, 41241, 41242, 41243, 41245, 41246, 41247, 41248, 41249, 41252, 41254, 41255, 41256, 41257, 41258, 41259, 41260, 41261, 41262, 41263, 41264, 41270, 41271, 41272, 41273, 41274, 41275, 41276, 41277, 41278, 41279, 41280, 41281, 41282, 41283, 41284, 41286, 41287, 41288, 41289, 41293, 41294, 41295, 41296, 41297, 41298, 41299, 41300, 41301, 41302, 41303, 41304, 41305, 41306, 41307, 41308, 41309, 41310, 41311, 41312, 41313, 41314, 41315, 41317, 41318, 41319, 41325, 41326, 41327, 41328, 41329, 41330, 41331, 41332, 41335, 41336, 41337, 41338, 41339, 41340, 41341, 41342, 41343, 41344, 41345, 41347, 41348, 41349, 41350, 41351, 41352, 41353, 41354, 41355, 41356, 41357, 41363, 41366, 41367, 41368, 41376, 41377, 41378, 41379, 41380, 41381, 41382, 41383, 41384, 41385, 41386, 41387, 41388, 41389, 41390, 41391, 41392, 41393, 41394, 41395, 41396, 41397, 41398, 41403, 41404, 41405, 41406, 41407, 41408, 41409, 41411, 41412, 41413, 41414, 41415, 41417, 41418, 41419, 41422, 41426, 41427, 41428, 41430, 41434, 41435, 41436, 41437, 41438, 41439, 41440, 41441, 41442, 41444, 41445, 41446, 41447, 41448, 41452, 41453, 41458, 41459, 41460, 41462, 41463, 41468, 41469, 41470, 41471, 41472, 41473, 41482, 41483, 41484, 41485, 41486, 41487, 41488, 41489, 41490, 41491, 41492, 41503, 41504, 41505, 41506, 41507, 41513, 41514, 41515, 41519, 41520, 41521, 41522, 41523, 41524, 41525, 41527, 41528, 41529, 41530, 41531, 41532, 41533, 41534, 41535, 41536, 41537, 41538, 41539, 41540, 41541, 41542, 41543, 41544, 41547, 41548, 41549, 41550, 41551, 41552, 41555, 41556, 41557, 41562, 41563, 41564, 41565, 41566, 41567, 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\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0003-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0003-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e7db791ddcf0ad1c3cc50f75e0f486176d97899
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0003-tokenized-chunked-8192-512-32-backfill-nodups/index.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0003-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0003-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..a69141321e6c484b740c52c6b40c4e74cd371c32
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0003-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0003-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0003-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba88a660226110a615f0940f9fe6a697a8fd0da5
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0003-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0005-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0005-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b05da939ac0baff6c05faf88f0d8f56bf5c75bf
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0005-tokenized-chunked-8192-512-32-backfill-nodups/index.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0005-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0005-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..351e4a9ba47bad2f4e66e9c39630cdbdf6214391
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0005-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0005-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0005-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..41c00c2f559c0f6de536bfac4b51f82f73510344
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0005-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0007-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0007-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..41ad3be5fb77b95e6daed4b4ffa9112364356783
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0007-tokenized-chunked-8192-512-32-backfill-nodups/index.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0007-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0007-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..e556718b5f33d8535c53c4029e98f0000c4fc992
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0007-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
@@ -0,0 +1 @@
+{"total_duplicated_tokens": 0, "total_tokens_written": 27401328, "total_tokens_skipped": 11, "percentiles": {"0th": 83, "10th": 214, "20th": 347, "30th": 451, "40th": 570, "50th": 714, "60th": 951, "70th": 1276, "80th": 1731, "90th": 2649, "95th": 3858, "99th": 8190, "100th": 8191}}
\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0007-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0007-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..71abed1978f87c8bbff10f72892731bbc6f51ee8
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0007-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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diff --git a/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0008-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0008-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..3f629b7368088efa6aaefcc6a4196faf3e168def
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0008-tokenized-chunked-8192-512-32-backfill-nodups/index.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0008-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0008-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..757017206fbb705a38bc95c78ac51f411d0f485c
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0008-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
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\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0008-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0008-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..67a086b066e89a8fc6010992513c3000ccc13567
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0008-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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new file mode 100644
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diff --git a/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/num_tokens.json b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/num_tokens.json
new file mode 100644
index 0000000000000000000000000000000000000000..11e74e16ad76841d2539e07b1dd2f05ae6ef8bfe
--- /dev/null
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+}
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diff --git a/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/sampling_summary.json b/train/fineweb2-sampled-decay-v2/jav_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/sampling_summary.json
new file mode 100644
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diff --git a/train/fineweb2-sampled-decay-v2/jpn_Jpan-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00009-batch_0003-tokenized-chunked-8192-512-32-backfill-nodups/shard.00000.mds b/train/fineweb2-sampled-decay-v2/jpn_Jpan-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00009-batch_0003-tokenized-chunked-8192-512-32-backfill-nodups/shard.00000.mds
new file mode 100644
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diff --git a/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0044-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0044-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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8664, 8665, 8670, 8681, 8708, 8709, 8731, 8732, 8735, 8736, 8737, 8738, 8739, 8740, 8741, 8778, 8779, 8780, 8784, 8786, 8791, 8795, 8796, 8797, 8798, 8799, 8800, 8803, 8804, 8805, 8806, 8807, 8808, 8818, 8825, 8826, 8833, 8859, 8860, 8861, 8862, 8864, 8868, 8869, 8872, 8873, 8874, 8875, 8876, 8877, 8893, 8894, 8895, 8915, 8916, 8917, 8921, 8922, 8923, 8924, 8966, 8967, 8968, 8969, 8970, 8993, 8994, 8995, 9001, 9002, 9003, 9004, 9005, 9012, 9013, 9014, 9015, 9016, 9017, 9018, 9019, 9030, 9031, 9032, 9035, 9036, 9037, 9040, 9059, 9060, 9061, 9062, 9076, 9077, 9091, 9092, 9093, 9094, 9095, 9096, 9113, 9114, 9115, 9116, 9117, 9118, 9119, 9120, 9121, 9131, 9162, 9163, 9164, 9171, 9172, 9173, 9174, 9201, 9210, 9211, 9212, 9215, 9216, 9249, 9250, 9251, 9252, 9264, 9265, 9266, 9267, 9268, 9269, 9270, 9288, 9289, 9290, 9291, 9302, 9310, 9314, 9342, 9350, 9351, 9354, 9357, 9358, 9359, 9360, 9361, 9408, 9409, 9410, 9411, 9412, 9414, 9415, 9442, 9443, 9444, 9445, 9451, 9452, 9453, 9454, 9455, 9464, 9467, 9487, 9488, 9489, 9490, 9500, 9505, 9507, 9508, 9518, 9519, 9523, 9524, 9525, 9539, 9540, 9542, 9547, 9548, 9554, 9555, 9576, 9577, 9578, 9579, 9580, 9581, 9582, 9583, 9590, 9598, 9608, 9611, 9619, 9620, 9621, 9634, 9635, 9636, 9637, 9638, 9653, 9654, 9662, 9663, 9664, 9665, 9666, 9672, 9676, 9677, 9678, 9679, 9680, 9690, 9691, 9694, 9695, 9696, 9701, 9702, 9703, 9704, 9726, 9729, 9730, 9733, 9734, 9735, 9736, 9737, 9743, 9760, 9764, 9785, 9786, 9787, 9793, 9806, 9838, 9839, 9840, 9861, 9862, 9870, 9871, 9872, 9888, 9889, 9890, 9891, 9892, 9893, 9894, 9907, 9908, 9909, 9910, 9911, 9912, 9918, 9942, 9943, 9946, 9947, 9948, 9949, 9950, 9951, 9955, 9956, 9957, 9958, 9959, 9960, 9961, 9962, 9963, 9966, 9967, 9984, 9985, 9988, 9989, 9990, 9991, 9992, 9996, 9997, 9998, 10007, 10008, 10026, 10027, 10028, 10033, 10045, 10046, 10047, 10048, 10049, 10056, 10057, 10081, 10082, 10083, 10087, 10088, 10089, 10109, 10110, 10111, 10138, 10139, 10140, 10141, 10142, 10147, 10148, 10149, 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diff --git a/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0069-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0069-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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diff --git a/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0073-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0073-tokenized-chunked-8192-512-32-backfill-nodups/index.json
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diff --git a/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0073-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0073-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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diff --git a/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0083-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0083-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..f18b1f8a9aedb76daf895d564b1962d1602c1ff2
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0083-tokenized-chunked-8192-512-32-backfill-nodups/index.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0083-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0083-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e26c4193cf61d52d088f404ecfc663672768d04
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0083-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
@@ -0,0 +1 @@
+{"total_duplicated_tokens": 0, "total_tokens_written": 40615096, "total_tokens_skipped": 30, "percentiles": {"0th": 91, "10th": 367, "20th": 492, "30th": 616, "40th": 776, "50th": 993, "60th": 1295, "70th": 1822, "80th": 2836, "90th": 5311, "95th": 8190, "99th": 8191, "100th": 8191}}
\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0083-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0083-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..d05cc86438edd40531ee36bc5084cb3841f56c45
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0083-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0270-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0270-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..780353f1101f85b29cc5daa8dd881d7433d5e11c
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0270-tokenized-chunked-8192-512-32-backfill-nodups/index.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0270-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0270-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..abe5c8407ed2081716e805996b0e6def13d31900
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0270-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0270-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0270-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..443028b9e898dee351645ff4d738f13444d20218
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/kaz_Cyrl_train-sampled/batch_0270-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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diff --git a/train/fineweb2-sampled-decay-v2/pcm_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0001-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/pcm_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0001-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..ffca43fd88bd15af6ef9551710aae440df69f312
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/pcm_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/000_00000-batch_0001-tokenized-chunked-8192-512-32-backfill-nodups/index.json
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diff --git a/train/fineweb2-sampled-decay-v2/pcm_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/index.json b/train/fineweb2-sampled-decay-v2/pcm_Latn-tokenized-chunked-8192-512-32-backfill-nodups-sampled/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..a2deacb6194648027c3a99f4a96497a3129be4ca
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