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diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0037-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0037-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..a1329bcd3949b8ecdeffd9bca84b061b3746eedb
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0037-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/ukr_Cyrl_train-sampled/batch_0037-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0037-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..a5276f36bf87f85f4470e97e14bc4d2f4d9b913f
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0037-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/ukr_Cyrl_train-sampled/batch_0037-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0037-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..7383d497715ad7dc1f7e990bf348f92276646fc1
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0037-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0162-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0162-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e9578a339d83a3dab60e736162024d59d9e0f48
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0162-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/ukr_Cyrl_train-sampled/batch_0162-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0162-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..f90f24972196191ca6cf2a86752d7e8dd2b49272
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0162-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/ukr_Cyrl_train-sampled/batch_0162-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0162-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..ed84b41a9a134356d700626cb14ced50e45231d1
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0162-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0236-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0236-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..5b5dfd6eb010fbdcbe63ede8c5ceff0bcf6dcb0f
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0236-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/ukr_Cyrl_train-sampled/batch_0236-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0236-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..7fe2fac2f4c20dc4f8496f26c0019057103a6483
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0236-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/ukr_Cyrl_train-sampled/batch_0236-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0236-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..a95e0578528ceb5e28e60ac70950d2455e0229cb
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0236-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/ukr_Cyrl_train-sampled/batch_0281-tokenized-chunked-8192-512-32-backfill-nodups/shard.00001.mds b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0281-tokenized-chunked-8192-512-32-backfill-nodups/shard.00001.mds
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diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0297-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0297-tokenized-chunked-8192-512-32-backfill-nodups/index.json
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diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0297-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0297-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
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diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0305-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0305-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..11bcd6f25e7d10fd2ae565474d2fd1c204b897df
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0305-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/ukr_Cyrl_train-sampled/batch_0305-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0305-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..4dbf31b1066d343e33905d972df9a6ff425c21e5
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0305-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/ukr_Cyrl_train-sampled/batch_0305-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0305-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..452adac7749bf4bd9bec09e8af674e2c30a5f5b8
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0305-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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3374, 3375, 3376, 3377, 3378, 3381, 3382, 3383, 3384, 3385, 3386, 3387, 3388, 3389, 3390, 3391, 3395, 3396, 3397, 3401, 3402, 3403, 3404, 3405, 3406, 3407, 3408, 3409, 3410, 3411, 3412, 3413, 3414, 3415, 3416, 3417, 3418, 3419, 3420, 3421, 3422, 3423, 3424, 3425, 3426, 3427, 3428, 3429, 3430, 3431, 3433, 3434, 3435, 3436, 3437, 3438, 3439, 3440, 3441, 3442, 3443, 3444, 3445, 3448, 3449, 3450, 3451, 3454, 3455, 3458, 3459, 3460, 3461, 3462, 3463, 3464, 3465, 3466, 3468, 3469, 3470, 3471, 3472, 3473, 3474, 3475, 3476, 3477, 3478, 3479, 3480, 3484, 3485, 3486, 3487, 3488, 3489, 3490, 3491, 3492, 3493, 3494, 3495, 3496, 3497, 3498, 3499, 3504, 3505, 3506, 3507, 3508, 3509, 3512, 3514, 3515, 3516, 3517, 3518, 3519, 3521, 3522, 3523, 3524, 3525, 3526, 3527, 3528, 3529, 3530, 3531, 3532, 3533, 3534, 3535, 3536, 3537, 3538, 3539, 3540, 3541, 3542, 3543, 3544, 3546, 3547, 3548, 3549, 3550, 3551, 3552, 3553, 3554, 3555, 3556, 3557, 3558, 3559, 3560, 3561, 3562, 3563, 3566, 3567, 3568, 3569, 3570, 3571, 3572, 3573, 3574, 3575, 3576, 3577, 3578, 3579, 3580, 3581, 3584, 3585, 3586, 3587, 3588, 3589, 3590, 3591, 3595, 3596, 3597, 3598, 3599, 3600, 3601, 3602, 3603, 3604, 3605, 3608, 3609, 3613, 3614, 3615, 3616, 3617, 3618, 3619, 3620, 3621, 3622, 3623, 3624, 3625, 3632, 3633, 3638, 3639, 3640, 3646, 3647, 3648, 3649, 3650, 3653, 3654, 3655, 3656, 3657, 3658, 3659, 3660, 3661, 3662, 3663, 3664, 3665, 3666, 3667, 3669, 3670, 3671, 3672, 3673, 3674, 3675, 3676, 3677, 3678, 3681, 3682, 3683, 3684, 3685, 3686, 3687, 3688, 3689, 3695, 3696, 3697, 3698, 3699, 3700, 3701, 3702, 3703, 3704, 3707, 3708, 3712, 3713, 3714, 3715, 3716, 3717, 3718, 3719, 3720, 3721, 3722, 3723, 3724, 3725, 3726, 3727, 3728, 3729, 3730, 3731, 3732, 3733, 3734, 3735, 3736, 3737, 3738, 3739, 3740, 3741, 3742, 3743, 3744, 3745, 3746, 3747, 3748, 3749, 3750, 3751, 3752, 3755, 3756, 3757, 3758, 3759, 3760, 3762, 3763, 3764, 3765, 3768, 3769, 3770, 3771, 3772, 3773, 3774, 3775, 3776, 3777, 3778, 3779, 3780, 3781, 3782, 3783, 3784, 3785, 3786, 3787, 3788, 3791, 3792, 3793, 3794, 3795, 3796, 3797, 3798, 3801, 3802, 3803, 3804, 3805, 3806, 3807, 3810, 3811, 3814, 3815, 3816, 3817, 3818, 3819, 3820, 3823, 3824, 3825, 3826, 3827, 3828, 3829, 3830, 3831, 3832, 3833, 3834, 3835, 3845, 3853, 3854, 3855, 3856, 3857, 3859, 3860, 3861, 3862, 3863, 3868, 3869, 3870, 3871, 3872, 3873, 3874, 3875, 3885, 3886, 3887, 3888, 3889, 3890, 3891, 3892, 3893, 3896, 3897, 3898, 3899, 3900, 3901, 3902, 3903, 3906, 3907, 3908, 3909, 3910, 3911, 3912, 3913, 3914, 3915, 3919, 3920, 3921, 3922, 3924, 3925, 3926, 3927, 3928, 3931, 3932, 3935, 3936, 3937, 3938, 3939, 3940, 3941, 3942, 3943, 3944, 3945, 3946, 3947, 3948, 3949, 3950, 3956, 3957, 3958, 3959, 3960, 3961, 3962, 3963, 3965, 3966, 3967, 3968, 3969, 3971, 3972, 3976, 3977, 3981, 3982, 3983, 3984, 3985, 3986, 3987, 3988, 3989, 3990, 3991, 3992, 3993, 3994, 3996, 3997, 3998, 3999, 4000, 4002, 4003, 4008, 4009, 4010, 4011, 4018, 4019, 4020, 4021, 4022, 4023, 4024, 4025, 4026, 4028, 4029, 4030, 4031, 4032, 4033, 4034, 4035, 4038, 4042, 4043, 4044, 4045, 4046, 4047, 4052, 4053, 4054, 4055, 4056, 4057, 4058, 4059, 4060, 4061, 4062, 4063, 4064, 4065, 4068, 4069, 4070, 4071, 4075, 4076, 4077, 4078, 4079, 4080, 4081, 4082, 4083, 4084, 4085, 4086, 4089, 4091, 4092, 4095, 4096, 4097, 4098, 4099, 4100, 4101, 4102, 4103, 4104, 4105, 4106, 4109, 4110, 4111, 4112, 4113, 4114, 4115, 4116, 4117, 4118, 4119, 4120, 4121, 4122, 4123, 4124, 4125, 4126, 4127, 4128, 4129, 4130, 4131, 4132, 4133, 4134, 4138, 4139, 4140, 4141, 4142, 4143, 4144, 4145, 4146, 4147, 4148, 4149, 4150, 4151, 4152, 4154, 4155, 4156, 4158, 4159, 4160, 4161, 4162, 4163, 4164, 4165, 4168, 4169, 4171, 4179, 4180, 4181, 4182, 4183, 4184, 4185, 4186, 4187, 4188, 4192, 4193, 4194, 4195, 4196, 4197, 4198, 4199, 4200, 4201, 4202, 4203, 4204, 4205, 4206, 4207, 4210, 4211, 4212, 4213, 4214, 4215, 4216, 4217, 4218, 4219, 4220, 4221, 4222, 4223, 4224, 4225, 4226, 4227, 4228, 4229, 4230, 4231, 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diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0370-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0370-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..753719919855d40021e64634597ca6f7e413a0fd
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0370-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/ukr_Cyrl_train-sampled/batch_0370-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0370-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a1fcb30030737fb7e14df7ef54fed32c543e67c
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0370-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/ukr_Cyrl_train-sampled/batch_0370-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0370-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..e4bc489b86dad173dc6bb2e3dc93b179de697390
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0370-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0420-tokenized-chunked-8192-512-32-backfill-nodups/shard.00001.mds b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0420-tokenized-chunked-8192-512-32-backfill-nodups/shard.00001.mds
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new file mode 100644
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diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0549-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0549-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
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+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0549-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
@@ -0,0 +1 @@
+{"total_duplicated_tokens": 0, "total_tokens_written": 19381366, "total_tokens_skipped": 0, "percentiles": {"0th": 97, "10th": 208, "20th": 276, "30th": 348, "40th": 424, "50th": 517, "60th": 646, "70th": 840, "80th": 1197, "90th": 2083, "95th": 3227, "99th": 8190, "100th": 8191}}
\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0549-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0549-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..34ffb0231f18e377f3bfaccbcc9e327d45a199a3
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0549-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0559-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0559-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..baca6d5e246cd70e2b65e4cf15954ee7e4577ede
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0559-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/ukr_Cyrl_train-sampled/batch_0559-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0559-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..aa1656c0f7f21b5d1833e1570bc7968ccae61892
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0559-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/ukr_Cyrl_train-sampled/batch_0559-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0559-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..f58d9436b3accbefa7ca5cefc3dc9ec5badffd0e
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0559-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0565-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0565-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..cc360d1e9793c28946ef3152545f73eb1e7ce2f0
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0565-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/ukr_Cyrl_train-sampled/batch_0565-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0565-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..2648fd2e51fb13964f9ef217b7c10c7b8ac40538
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0565-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/ukr_Cyrl_train-sampled/batch_0565-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0565-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..918de1a77ec23495cec979dfa45d0f0e5ab02ba4
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0565-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0582-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0582-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..d1e5bf72df1a797b0b87b06dc67408fcb6d5e927
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0582-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/ukr_Cyrl_train-sampled/batch_0582-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0582-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..f85631b60875ec24ce6bdbde4b43db1fc98698d3
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0582-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/ukr_Cyrl_train-sampled/batch_0582-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0582-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..f663bffbc36cfeeecf8a696cd1643fa7687f9eac
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0582-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0784-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0784-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..3c4c578296cb6a2159641ecbb727139e59b39944
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0784-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/ukr_Cyrl_train-sampled/batch_0784-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0784-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..84104639abecb8f360e3f5368e938fa9194e9990
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0784-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/ukr_Cyrl_train-sampled/batch_0784-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0784-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..6ed99e5c0b7f78de0bf34860eb93d270142473ab
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_0784-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/ukr_Cyrl_train-sampled/batch_1001-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1001-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..19d9500ef1ca672faab78526d47f27a4e5cd1871
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1001-tokenized-chunked-8192-512-32-backfill-nodups/index.json
@@ -0,0 +1 @@
+{"shards": [{"column_encodings": ["str", "ndarray:uint32"], "column_names": ["id", "input_ids"], "column_sizes": [null, null], "compression": "zstd", "format": "mds", "hashes": [], "raw_data": {"basename": "shard.00000.mds", "bytes": 67104579, "hashes": {}}, "samples": 15973, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00000.mds.zstd", "bytes": 15449434, "hashes": {}}}, {"column_encodings": ["str", "ndarray:uint32"], "column_names": ["id", "input_ids"], "column_sizes": [null, null], "compression": "zstd", "format": "mds", "hashes": [], "raw_data": {"basename": "shard.00001.mds", "bytes": 17470536, "hashes": {}}, "samples": 4271, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00001.mds.zstd", "bytes": 4030828, "hashes": {}}}], "version": 2}
\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1001-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1001-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..fd4fbb1cb6926cb2a5952e92154c4c8a580020b9
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1001-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1217-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1217-tokenized-chunked-8192-512-32-backfill-nodups/index.json
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diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1217-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1217-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1426-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1426-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..42e2c9039d0cc1021141441fc2d0c9ea0271429f
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1426-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/ukr_Cyrl_train-sampled/batch_1426-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1426-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..d49547ed9b1d65c71175220b6c34b67eb757ef6b
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1426-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/ukr_Cyrl_train-sampled/batch_1426-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1426-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a02859b7b4414eb8715e7bc1a4619f617e8941d
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1426-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1451-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1451-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..50e57007340d6da86a2d70598251c7c7bfa5d104
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1451-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/ukr_Cyrl_train-sampled/batch_1451-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1451-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..b79aa71aa4f5704c9a8178776c89ae47802d7f90
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1451-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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2497, 2498, 2499, 2500, 2501, 2502, 2503, 2504, 2505, 2509, 2510, 2512, 2513, 2514, 2519, 2520, 2526, 2527, 2528, 2529, 2532, 2533, 2534, 2535, 2536, 2537, 2538, 2543, 2544, 2551, 2556, 2557, 2561, 2562, 2563, 2564, 2565, 2566, 2567, 2568, 2569, 2570, 2571, 2572, 2573, 2582, 2583, 2584, 2585, 2586, 2587, 2588, 2589, 2590, 2591, 2592, 2594, 2595, 2596, 2597, 2598, 2599, 2600, 2603, 2611, 2612, 2613, 2614, 2615, 2618, 2619, 2620, 2621, 2624, 2625, 2626, 2627, 2628, 2629, 2630, 2631, 2632, 2633, 2634, 2635, 2636, 2637, 2638, 2639, 2640, 2641, 2642, 2643, 2644, 2645, 2646, 2649, 2650, 2651, 2652, 2653, 2654, 2655, 2656, 2657, 2658, 2659, 2663, 2668, 2669, 2670, 2671, 2672, 2673, 2674, 2678, 2679, 2682, 2683, 2684, 2685, 2686, 2694, 2695, 2696, 2697, 2698, 2702, 2706, 2707, 2708, 2709, 2710, 2711, 2712, 2713, 2714, 2715, 2716, 2717, 2718, 2719, 2720, 2725, 2726, 2727, 2728, 2729, 2730, 2731, 2732, 2734, 2735, 2736, 2737, 2738, 2739, 2741, 2744, 2745, 2746, 2747, 2748, 2749, 2751, 2752, 2755, 2757, 2758, 2760, 2761, 2762, 2763, 2764, 2768, 2769, 2770, 2772, 2777, 2779, 2780, 2781, 2782, 2783, 2784, 2785, 2786, 2790, 2791, 2792, 2793, 2794, 2797, 2801, 2802, 2805, 2806, 2807, 2809, 2810, 2811, 2812, 2813, 2814, 2815, 2816, 2817, 2818, 2819, 2820, 2821, 2822, 2824, 2825, 2826, 2827, 2830, 2831, 2832, 2833, 2836, 2837, 2838, 2840, 2841, 2842, 2843, 2844, 2845, 2847, 2848, 2849, 2850, 2851, 2852, 2853, 2854, 2855, 2856, 2857, 2858, 2859, 2860, 2861, 2863, 2864, 2865, 2866, 2867, 2869, 2870, 2871, 2872, 2873, 2874, 2875, 2877, 2878, 2880, 2881, 2882, 2883, 2884, 2885, 2894, 2895, 2897, 2898, 2900, 2901, 2902, 2903, 2904, 2907, 2908, 2909, 2910, 2911, 2914, 2915, 2916, 2917, 2918, 2919, 2920, 2922, 2923, 2924, 2925, 2926, 2927, 2928, 2929, 2930, 2937, 2946, 2947, 2952, 2953, 2954, 2955, 2956, 2957, 2962, 2965, 2966, 2967, 2972, 2973, 2977, 2978, 2979, 2983, 2984, 2985, 2986, 2989, 2991, 2992, 2993, 2994, 2995, 2996, 2997, 2998, 2999, 3000, 3001, 3002, 3003, 3004, 3005, 3006, 3007, 3008, 3009, 3010, 3011, 3012, 3014, 3015, 3016, 3017, 3018, 3019, 3021, 3022, 3023, 3024, 3032, 3035, 3036, 3037, 3038, 3039, 3040, 3041, 3042, 3043, 3044, 3045, 3048, 3049, 3050, 3051, 3052, 3053, 3054, 3057, 3058, 3059, 3060, 3063, 3064, 3065, 3066, 3067, 3068, 3069, 3070, 3071, 3072, 3073, 3074, 3076, 3077, 3078, 3079, 3080, 3081, 3082, 3083, 3087, 3088, 3089, 3090, 3091, 3092, 3093, 3094, 3096, 3097, 3098, 3099, 3100, 3101, 3106, 3107, 3108, 3109, 3110, 3111, 3112, 3113, 3114, 3115, 3116, 3117, 3118, 3119, 3120, 3121, 3125, 3126, 3127, 3128, 3129, 3130, 3131, 3132, 3134, 3135, 3136, 3137, 3138, 3139, 3140, 3141, 3142, 3143, 3144, 3145, 3146, 3147, 3148, 3149, 3150, 3151, 3152, 3153, 3154, 3155, 3156, 3157, 3159, 3160, 3161, 3162, 3165, 3166, 3167, 3168, 3169, 3171, 3172, 3173, 3174, 3175, 3177, 3178, 3179, 3182, 3185, 3186, 3190, 3191, 3192, 3193, 3194, 3195, 3196, 3197, 3198, 3200, 3201, 3203, 3204, 3205, 3206, 3207, 3208, 3209, 3210, 3213, 3214, 3215, 3216, 3217, 3221, 3222, 3225, 3226, 3227, 3228, 3229, 3230, 3231, 3232, 3233, 3234, 3235, 3236, 3237, 3238, 3239, 3244, 3245, 3246, 3247, 3253, 3254, 3255, 3256, 3257, 3258, 3259, 3260, 3261, 3262, 3263, 3264, 3266, 3267, 3268, 3269, 3270, 3271, 3272, 3273, 3276, 3277, 3278, 3279, 3280, 3282, 3283, 3284, 3285, 3288, 3289, 3290, 3291, 3292, 3293, 3294, 3295, 3296, 3297, 3298, 3299, 3300, 3303, 3304, 3305, 3306, 3308, 3309, 3310, 3311, 3312, 3313, 3314, 3319, 3320, 3321, 3322, 3323, 3324, 3325, 3326, 3327, 3328, 3329, 3333, 3334, 3335, 3336, 3337, 3338, 3339, 3340, 3341, 3342, 3348, 3349, 3350, 3351, 3352, 3353, 3357, 3358, 3359, 3364, 3365, 3366, 3367, 3368, 3369, 3370, 3371, 3372, 3373, 3374, 3375, 3376, 3378, 3379, 3380, 3381, 3382, 3386, 3387, 3388, 3389, 3390, 3391, 3396, 3397, 3398, 3399, 3400, 3401, 3402, 3403, 3404, 3405, 3409, 3410, 3412, 3414, 3415, 3416, 3417, 3418, 3419, 3420, 3424, 3425, 3426, 3427, 3428, 3429, 3430, 3432, 3433, 3434, 3435, 3436, 3437, 3438, 3441, 3442, 3443, 3444, 3445, 3446, 3447, 3448, 3449, 3450, 3451, 3454, 3455, 3456, 3457, 3458, 3459, 3461, 3462, 3463, 3465, 3466, 3467, 3468, 3469, 3470, 3477, 3478, 3479, 3480, 3481, 3482, 3484, 3485, 3487, 3488, 3490, 3491, 3492, 3493, 3494, 3495, 3496, 3497, 3498, 3499, 3500, 3501, 3504, 3505, 3506, 3511, 3512, 3513, 3514, 3515, 3516, 3517, 3518, 3520, 3521, 3522, 3523, 3524, 3525, 3526, 3527, 3528, 3529, 3531, 3532, 3533, 3534, 3535, 3536, 3537, 3538, 3539, 3540, 3541, 3543, 3544, 3545, 3546, 3547, 3548, 3549, 3550, 3551, 3552, 3553, 3554, 3557, 3558, 3560, 3561, 3562, 3569, 3570, 3571, 3572, 3573, 3574, 3575, 3576, 3577, 3578, 3579, 3580, 3583, 3584, 3585, 3586, 3587, 3588, 3589, 3590, 3591, 3595, 3599, 3600, 3601, 3602, 3607, 3608, 3611, 3612, 3613, 3614, 3615, 3619, 3620, 3621, 3622, 3623, 3624, 3625, 3626, 3627, 3628, 3629, 3630, 3631, 3632, 3633, 3634, 3635, 3636, 3638, 3639, 3640, 3641, 3643, 3644, 3645, 3646, 3647, 3652, 3653, 3654, 3657, 3658, 3659, 3660, 3661, 3662, 3663, 3664, 3665, 3666, 3667, 3668, 3669, 3670, 3671, 3672, 3673, 3674, 3675, 3676, 3677, 3678, 3679, 3684, 3685, 3686, 3687, 3688, 3689, 3691, 3692, 3694, 3695, 3696, 3697, 3699, 3700, 3706, 3709, 3710, 3711, 3712, 3713, 3714, 3715, 3716, 3720, 3721, 3722, 3723, 3733, 3734, 3735, 3738, 3739, 3740, 3744, 3745, 3746, 3747, 3748, 3750, 3751, 3752, 3753, 3756, 3757, 3758, 3762, 3763, 3764, 3765, 3766, 3767, 3768, 3771, 3772, 3778, 3779, 3780, 3781, 3782, 3783, 3786, 3787, 3788, 3789, 3790, 3791, 3792, 3793, 3794, 3795, 3796, 3800, 3801, 3802, 3803, 3804, 3805, 3806, 3807, 3811, 3812, 3813, 3818, 3824, 3825, 3826, 3827, 3828, 3829, 3830, 3834, 3835, 3836, 3837, 3838, 3839, 3840, 3841, 3842, 3843, 3844, 3845, 3846, 3847, 3848, 3849, 3850, 3851, 3853, 3854, 3855, 3857, 3858, 3859, 3860, 3861, 3862, 3863, 3864, 3865, 3866, 3867, 3868, 3869, 3870, 3871, 3874, 3875, 3876, 3877, 3878, 3879, 3880, 3881, 3882, 3883, 3884, 3885, 3886, 3887, 3888, 3889, 3890, 3891, 3892, 3893, 3894, 3895, 3896, 3897, 3898, 3899, 3900, 3905, 3906, 3907, 3908, 3909, 3910, 3911, 3912, 3918, 3919, 3920, 3921, 3922, 3923, 3924, 3925, 3926, 3927, 3928, 3929, 3934, 3935, 3936, 3937, 3938, 3939, 3940, 3941, 3942, 3943, 3944, 3945, 3946, 3947, 3948, 3949, 3950, 3953, 3954, 3955, 3956, 3957, 3958, 3959, 3960, 3961, 3962, 3963, 3964, 3969, 3970, 3973, 3974, 3975, 3978, 3979, 3980, 3981, 3982, 3983, 3984, 3985, 3986, 3987, 3988, 3989, 3990, 3991, 3992, 3993, 3994, 3995, 3997, 3998, 3999, 4000, 4001, 4002, 4003, 4006, 4007, 4008, 4009, 4010, 4011, 4012, 4013, 4015, 4016, 4017, 4020, 4021, 4022, 4023, 4024, 4025, 4029, 4030, 4034, 4035, 4036, 4037, 4039, 4040, 4041, 4042, 4044, 4045, 4046, 4047, 4049, 4050, 4051, 4052, 4053, 4054, 4056, 4057, 4058, 4059, 4060, 4061, 4062, 4063, 4064, 4065, 4068, 4070, 4072, 4073, 4074, 4075, 4076, 4077, 4078, 4079, 4080, 4081, 4082, 4083, 4084, 4085, 4088, 4089, 4090, 4091, 4092, 4093, 4094, 4095, 4096, 4097, 4098, 4099, 4102, 4103, 4104, 4105, 4106, 4107, 4108, 4109, 4110, 4111, 4113, 4114, 4115, 4119, 4120, 4121, 4122, 4123, 4124, 4125, 4126, 4127, 4128, 4129, 4130, 4131, 4132, 4133, 4134, 4135, 4136, 4140, 4141, 4142, 4143, 4144, 4145, 4148, 4149, 4150, 4151, 4152, 4153, 4154, 4155, 4160, 4161, 4162, 4163, 4164, 4169, 4170, 4172, 4173, 4176, 4177, 4178, 4179, 4180, 4181, 4182, 4183, 4184, 4187, 4188, 4189, 4190, 4191, 4192, 4197, 4198, 4206, 4207, 4213, 4214, 4216, 4217, 4218, 4219, 4221, 4222, 4223, 4224, 4225, 4231, 4232, 4233, 4235, 4240, 4241, 4242, 4243, 4245, 4246, 4247, 4248, 4249, 4250, 4251, 4252, 4253, 4254, 4255, 4256, 4257, 4258, 4259, 4263, 4264, 4265, 4266, 4267, 4268, 4269, 4270, 4274, 4275, 4276, 4277, 4278, 4280, 4281, 4282, 4283, 4284, 4288, 4289, 4292, 4293, 4294, 4296, 4297, 4298, 4299, 4301, 4302, 4303, 4306, 4307, 4308, 4309, 4310, 4311, 4312, 4313, 4314, 4315, 4319, 4320, 4325, 4329, 4330, 4331, 4332, 4333, 4335, 4336, 4337, 4338, 4339, 4340, 4341, 4342, 4347, 4348, 4349, 4350, 4351, 4352, 4353, 4354, 4355, 4356, 4358, 4359, 4360, 4361, 4362, 4363, 4364, 4365, 4366, 4371, 4372, 4373, 4377, 4378, 4379, 4380, 4381, 4382, 4383, 4384, 4385, 4386, 4387, 4391, 4392, 4393, 4394, 4395, 4396, 4397, 4398, 4399, 4403, 4404, 4405, 4406, 4407, 4409, 4410, 4411, 4412, 4415, 4416, 4417, 4420, 4424, 4425, 4426, 4427, 4428, 4429, 4430, 4434, 4435, 4436, 4437, 4441, 4442, 4443, 4444, 4449, 4450, 4451, 4452, 4453, 4454, 4455, 4456, 4457, 4458, 4459, 4460, 4463, 4464, 4465, 4466, 4467, 4468, 4469, 4471, 4472, 4473, 4474, 4475, 4476, 4477, 4478, 4479, 4480, 4483, 4484, 4485, 4486, 4493, 4494, 4502, 4503, 4506, 4507, 4508, 4509, 4510, 4511, 4524, 4525, 4526, 4527, 4528, 4529, 4531, 4532, 4533, 4534, 4535, 4536, 4537, 4538, 4540, 4541, 4543, 4544, 4545, 4546, 4548, 4549, 4553, 4554, 4555, 4556, 4558, 4559, 4560, 4561, 4562, 4563, 4564, 4565, 4566, 4567, 4568, 4569, 4570, 4571, 4572, 4573, 4574, 4575, 4578, 4579, 4580, 4581, 4582, 4583, 4584, 4585, 4586, 4587, 4590, 4591, 4592, 4593, 4594, 4595, 4600, 4601, 4602, 4603, 4604, 4606, 4607, 4608, 4609, 4610, 4611, 4612, 4613, 4614, 4615, 4616, 4617, 4618, 4619, 4620, 4621, 4622, 4623, 4627, 4628, 4629, 4631, 4632, 4633, 4634, 4635, 4636, 4637, 4638, 4641, 4646, 4647, 4649, 4650, 4651, 4652, 4654, 4655, 4658, 4659, 4660, 4661, 4662, 4663, 4664, 4665, 4666, 4667, 4668, 4672, 4673, 4674, 4675, 4679, 4680, 4681, 4682, 4690, 4691, 4692, 4693, 4700, 4701, 4702, 4703, 4704, 4705, 4706, 4707, 4708, 4712, 4713, 4719, 4720, 4721, 4722, 4723, 4724, 4725, 4726, 4728, 4729, 4730, 4731, 4732, 4734, 4735, 4739, 4741, 4742, 4743, 4744, 4745, 4746, 4747, 4748, 4749, 4750, 4752, 4753, 4754, 4755, 4756, 4757, 4758, 4759, 4760, 4761, 4762, 4766, 4767, 4770, 4771, 4776, 4777, 4778, 4779, 4780, 4782, 4783, 4785, 4786, 4787, 4788, 4789, 4790, 4793, 4794, 4795, 4796, 4797, 4798, 4799, 4800, 4801, 4802, 4803, 4807, 4808, 4810, 4811, 4812, 4817, 4818, 4820, 4821, 4822, 4823, 4824, 4825, 4826, 4827, 4828, 4829, 4830, 4831, 4832, 4833, 4839, 4841, 4842, 4843, 4845, 4846, 4847, 4848, 4849, 4850, 4854, 4855, 4856, 4857, 4858, 4859, 4862, 4863, 4864, 4865, 4866, 4867, 4868, 4869, 4870, 4872, 4873, 4874, 4875, 4876, 4877, 4878, 4879, 4880, 4881, 4882, 4883, 4884, 4885, 4886, 4887, 4888, 4889, 4890, 4891, 4893, 4894, 4897, 4898, 4899, 4901, 4902, 4903, 4904, 4906, 4912, 4913, 4914, 4916, 4919, 4920, 4921, 4922, 4926, 4927, 4928, 4929, 4930, 4931, 4932, 4933, 4934, 4935, 4936, 4937, 4938, 4939, 4940, 4942, 4943, 4944, 4945, 4946, 4947, 4953, 4954, 4956, 4957, 4958, 4959, 4960, 4961, 4962, 4963, 4964, 4965, 4966, 4972, 4973, 4974, 4975, 4976, 4977, 4982, 4983, 4984, 4985, 4986, 4987, 4989, 4991, 4993, 4995, 4996, 4997, 4999, 5000, 5001, 5002, 5003, 5004, 5010, 5011, 5012, 5013, 5014, 5015, 5016, 5017, 5018, 5019, 5020, 5021, 5022, 5023, 5024, 5028, 5029, 5031, 5034, 5035, 5036, 5037, 5038, 5039, 5040, 5041, 5042, 5043, 5044, 5045, 5046, 5047, 5050, 5051, 5052, 5053, 5054, 5055, 5056, 5057, 5061, 5062, 5063, 5064, 5065, 5066, 5067, 5068, 5070, 5071, 5072, 5073, 5074, 5075, 5076, 5077, 5078, 5079, 5080, 5086, 5087, 5088, 5089, 5090, 5091, 5094, 5095, 5096, 5097, 5100, 5101, 5102, 5103, 5104, 5105, 5106, 5107, 5108, 5109, 5111, 5112, 5113, 5114, 5115, 5116, 5117, 5118, 5119, 5120, 5121, 5122, 5124, 5125, 5126, 5127, 5128, 5129, 5130, 5131, 5132, 5133, 5134, 5135, 5136, 5137, 5138, 5141, 5144, 5145, 5146, 5147, 5148, 5149, 5150, 5151, 5152, 5156, 5157, 5158, 5159, 5160, 5161, 5162, 5164, 5166, 5167, 5170, 5171, 5172, 5173, 5174, 5175, 5176, 5177, 5178, 5180, 5181, 5182, 5183, 5184, 5185, 5189, 5190, 5191, 5192, 5193, 5197, 5198, 5199, 5201, 5202, 5203, 5205, 5206, 5210, 5211, 5215, 5219, 5220, 5221, 5222, 5229, 5230, 5231, 5232, 5233, 5234, 5235, 5236, 5237, 5243, 5248, 5249, 5250, 5251, 5252, 5253, 5254, 5259, 5260, 5261, 5266, 5267, 5268, 5269, 5270, 5271, 5274, 5275, 5278, 5279, 5280, 5281, 5282, 5283, 5284, 5285, 5286, 5287, 5288, 5289, 5290, 5291, 5292, 5293, 5296, 5297, 5298, 5301, 5302, 5303, 5304, 5305, 5308, 5309, 5310, 5312, 5313, 5317, 5318, 5319, 5320, 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diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1615-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1615-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..a24635a444fe5ba9b95da86a9255ed60a25de203
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1615-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/ukr_Cyrl_train-sampled/batch_1615-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1615-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..ee7808638a1866df16f28c70c421c499eb0da5f3
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1615-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
@@ -0,0 +1 @@
+{"total_duplicated_tokens": 0, "total_tokens_written": 19070912, "total_tokens_skipped": 41, "percentiles": {"0th": 88, "10th": 211, "20th": 277, "30th": 344, "40th": 421, "50th": 515, "60th": 638, "70th": 813, "80th": 1139, "90th": 1982, "95th": 3229, "99th": 8190, "100th": 8191}}
\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1615-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1615-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..df4461c62369417b5e1338853c1916cd23f34822
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1615-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1766-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1766-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..b4f2b56ae3d1a2ec74972085bd1743adefa526c5
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1766-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/ukr_Cyrl_train-sampled/batch_1766-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1766-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..4948ddb2eeb4a538ff88d83686c21d94ed6f62de
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1766-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
@@ -0,0 +1 @@
+{"total_duplicated_tokens": 0, "total_tokens_written": 21037128, "total_tokens_skipped": 38, "percentiles": {"0th": 90, "10th": 215, "20th": 283, "30th": 350, "40th": 431, "50th": 535, "60th": 679, "70th": 895, "80th": 1324, "90th": 2314, "95th": 3720, "99th": 8190, "100th": 8191}}
\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1766-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1766-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..10b83f4633de316fb61d1266a6f850df6e472d60
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1766-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1771-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1771-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..382ec7d5781c0249666a2823787c149a23893a26
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1771-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/ukr_Cyrl_train-sampled/batch_1771-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1771-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..3180fc476f7c2f088fdb59429c12502372a9922f
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1771-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
@@ -0,0 +1 @@
+{"total_duplicated_tokens": 0, "total_tokens_written": 19137579, "total_tokens_skipped": 40, "percentiles": {"0th": 102, "10th": 209, "20th": 282, "30th": 354, "40th": 433, "50th": 529, "60th": 656, "70th": 845, "80th": 1190, "90th": 2066, "95th": 3229, "99th": 8190, "100th": 8191}}
\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1771-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1771-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..845b4465c2e4ef482bc0562034198530a435e5c3
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1771-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1888-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1888-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..f90b7b40b4558aa4452be3a4c9985aa20e736b4e
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1888-tokenized-chunked-8192-512-32-backfill-nodups/index.json
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\ No newline at end of file
diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1888-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1888-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..aa02081818409addabce11cb907d65668907f048
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1888-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/ukr_Cyrl_train-sampled/batch_1888-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1888-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..fc50122ed862379e950e2f1b771f45b203dd8e54
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_1888-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/ukr_Cyrl_train-sampled/batch_2022-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_2022-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
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diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_2022-tokenized-chunked-8192-512-32-backfill-nodups/shard.00001.mds b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_2022-tokenized-chunked-8192-512-32-backfill-nodups/shard.00001.mds
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diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_2022-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_2022-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
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diff --git a/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_2053-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_2053-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..e4227ea8eb74ae5d7a8bf6cc930da1ac3cedb8a2
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_2053-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/ukr_Cyrl_train-sampled/batch_2053-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_2053-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..aac503c9b346b416bf60d6ae948225a5b5e8bdca
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_2053-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/ukr_Cyrl_train-sampled/batch_2053-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_2053-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..2cec650eba5e93eff86613eca723d5e367f10e19
--- /dev/null
+++ b/train/fineweb2-sampled-decay-v2/ukr_Cyrl_train-sampled/batch_2053-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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