diff --git a/english_660B_23/dataset_dict.json b/english_660B_23/dataset_dict.json
new file mode 100644
index 0000000000000000000000000000000000000000..31145eaf92f08c428500ba08c6ee6e186851a3ac
--- /dev/null
+++ b/english_660B_23/dataset_dict.json
@@ -0,0 +1 @@
+{"splits": ["train", "test"]}
\ No newline at end of file
diff --git a/english_660B_23/dataset_stats.csv b/english_660B_23/dataset_stats.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a6102aa184f46d8757601205767e3f10b93a3426
--- /dev/null
+++ b/english_660B_23/dataset_stats.csv
@@ -0,0 +1,43 @@
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diff --git a/english_660B_23/dataset_stats.md b/english_660B_23/dataset_stats.md
new file mode 100644
index 0000000000000000000000000000000000000000..5a549d3aed8aa8079989b5c8e74112d4bd04329c
--- /dev/null
+++ b/english_660B_23/dataset_stats.md
@@ -0,0 +1,44 @@
+|                                             |     num_examples |   num_words |   dataset_gb |   num_tokens |   avg_word |   avg_tokens |   ratio |
+|:--------------------------------------------|-----------------:|------------:|-------------:|-------------:|-----------:|-------------:|--------:|
+| Slimpajama627bTrainChunk9W0.jsonl.zstTrain  |      5.90624e+06 | 3.9298e+09  |       23.363 |  6.54528e+09 |    665.363 |     1108.2   | 0.04988 |
+| Slimpajama627bTrainChunk9W0.jsonl.zstTest   |   9994           | 6.22175e+06 |        0.039 |  9.75274e+06 |    622.548 |      975.859 | 8e-05   |
+| Slimpajama627bTrainChunk9W1.jsonl.zstTrain  |      5.9062e+06  | 3.6551e+09  |       23.392 |  5.86646e+09 |    618.857 |      993.272 | 0.04994 |
+| Slimpajama627bTrainChunk9W1.jsonl.zstTest   |   9996           | 6.31788e+06 |        0.038 |  9.89831e+06 |    632.041 |      990.227 | 8e-05   |
+| Slimpajama627bTrainChunk9W2.jsonl.zstTrain  |      5.90634e+06 | 3.95877e+09 |       23.373 |  6.8732e+09  |    670.258 |     1163.7   | 0.0499  |
+| Slimpajama627bTrainChunk9W2.jsonl.zstTest   |   9997           | 6.30513e+06 |        0.041 |  9.96285e+06 |    630.702 |      996.584 | 8e-05   |
+| Slimpajama627bTrainChunk9W3.jsonl.zstTrain  |      5.90623e+06 | 4.18677e+09 |       23.394 |  6.80298e+09 |    708.874 |     1151.83  | 0.04994 |
+| Slimpajama627bTrainChunk9W3.jsonl.zstTest   |   9997           | 6.07937e+06 |        0.041 |  1.00657e+07 |    608.12  |     1006.87  | 8e-05   |
+| Slimpajama627bTrainChunk9W4.jsonl.zstTrain  |      5.90618e+06 | 3.62863e+09 |       23.382 |  5.76769e+09 |    614.378 |      976.552 | 0.04992 |
+| Slimpajama627bTrainChunk9W4.jsonl.zstTest   |   9996           | 6.77417e+06 |        0.041 |  1.05263e+07 |    677.688 |     1053.05  | 8e-05   |
+| Slimpajama627bTrainChunk9W5.jsonl.zstTrain  |      5.90627e+06 | 3.6314e+09  |       23.343 |  5.7796e+09  |    614.839 |      978.554 | 0.04984 |
+| Slimpajama627bTrainChunk9W5.jsonl.zstTest   |   9996           | 6.81108e+06 |        0.039 |  1.0772e+07  |    681.38  |     1077.63  | 8e-05   |
+| Slimpajama627bTrainChunk9W6.jsonl.zstTrain  |      5.90625e+06 | 4.1542e+09  |       23.351 |  6.54602e+09 |    703.358 |     1108.32  | 0.04984 |
+| Slimpajama627bTrainChunk9W6.jsonl.zstTest   |   9999           | 7.12492e+06 |        0.04  |  1.14615e+07 |    712.564 |     1146.27  | 8e-05   |
+| Slimpajama627bTrainChunk9W7.jsonl.zstTrain  |      5.90623e+06 | 3.55227e+09 |       23.367 |  5.60764e+09 |    601.444 |      949.445 | 0.04988 |
+| Slimpajama627bTrainChunk9W7.jsonl.zstTest   |   9998           | 6.78453e+06 |        0.039 |  1.10161e+07 |    678.588 |     1101.83  | 8e-05   |
+| Slimpajama627bTrainChunk9W8.jsonl.zstTrain  |      5.9063e+06  | 3.96492e+09 |       23.339 |  6.36539e+09 |    671.303 |     1077.73  | 0.04982 |
+| Slimpajama627bTrainChunk9W8.jsonl.zstTest   |   9999           | 6.32998e+06 |        0.039 |  1.02704e+07 |    633.062 |     1027.14  | 8e-05   |
+| Slimpajama627bTrainChunk9W9.jsonl.zstTrain  |      5.89815e+06 | 3.91811e+09 |       23.326 |  6.57225e+09 |    664.296 |     1114.29  | 0.0498  |
+| Slimpajama627bTrainChunk9W9.jsonl.zstTest   |   9997           | 6.52153e+06 |        0.039 |  1.07278e+07 |    652.348 |     1073.1   | 8e-05   |
+| Slimpajama627bTrainChunk10W0.jsonl.zstTrain |      5.90606e+06 | 4.15828e+09 |       23.371 |  7.4661e+09  |    704.07  |     1264.14  | 0.0499  |
+| Slimpajama627bTrainChunk10W0.jsonl.zstTest  |   9995           | 6.07331e+06 |        0.037 |  9.84876e+06 |    607.635 |      985.368 | 8e-05   |
+| Slimpajama627bTrainChunk10W1.jsonl.zstTrain |      5.90032e+06 | 3.51689e+09 |       23.433 |  5.64353e+09 |    596.051 |      956.479 | 0.05002 |
+| Slimpajama627bTrainChunk10W1.jsonl.zstTest  |   9997           | 6.22795e+06 |        0.04  |  9.97565e+06 |    622.982 |      997.864 | 8e-05   |
+| Slimpajama627bTrainChunk10W2.jsonl.zstTrain |      5.896e+06   | 3.75622e+09 |       23.306 |  6.28007e+09 |    637.079 |     1065.14  | 0.04976 |
+| Slimpajama627bTrainChunk10W2.jsonl.zstTest  |   9995           | 7.7009e+06  |        0.039 |  1.21808e+07 |    770.475 |     1218.68  | 8e-05   |
+| Slimpajama627bTrainChunk10W3.jsonl.zstTrain |      5.89599e+06 | 3.66881e+09 |       23.348 |  5.98665e+09 |    622.255 |     1015.38  | 0.04984 |
+| Slimpajama627bTrainChunk10W3.jsonl.zstTest  |   9996           | 6.48639e+06 |        0.039 |  1.01125e+07 |    648.898 |     1011.66  | 8e-05   |
+| Slimpajama627bTrainChunk10W4.jsonl.zstTrain |      5.89613e+06 | 3.57559e+09 |       23.388 |  5.95118e+09 |    606.43  |     1009.34  | 0.04992 |
+| Slimpajama627bTrainChunk10W4.jsonl.zstTest  |   9995           | 6.10496e+06 |        0.037 |  9.7412e+06  |    610.801 |      974.608 | 8e-05   |
+| Slimpajama627bTrainChunk10W5.jsonl.zstTrain |      5.89608e+06 | 4.25428e+09 |       23.363 |  6.87606e+09 |    721.545 |     1166.21  | 0.04988 |
+| Slimpajama627bTrainChunk10W5.jsonl.zstTest  |   9996           | 6.84819e+06 |        0.039 |  1.09075e+07 |    685.093 |     1091.19  | 8e-05   |
+| Slimpajama627bTrainChunk10W6.jsonl.zstTrain |      5.89605e+06 | 3.81405e+09 |       23.343 |  5.94492e+09 |    646.882 |     1008.29  | 0.04984 |
+| Slimpajama627bTrainChunk10W6.jsonl.zstTest  |   9999           | 6.33426e+06 |        0.039 |  1.02374e+07 |    633.489 |     1023.85  | 8e-05   |
+| Slimpajama627bTrainChunk10W7.jsonl.zstTrain |      5.89614e+06 | 3.655e+09   |       23.385 |  5.87875e+09 |    619.897 |      997.05  | 0.04992 |
+| Slimpajama627bTrainChunk10W7.jsonl.zstTest  |   9995           | 7.04087e+06 |        0.043 |  1.12467e+07 |    704.439 |     1125.24  | 0.0001  |
+| Slimpajama627bTrainChunk10W8.jsonl.zstTrain |      5.89602e+06 | 3.87071e+09 |       23.37  |  6.25576e+09 |    656.495 |     1061.01  | 0.04988 |
+| Slimpajama627bTrainChunk10W8.jsonl.zstTest  |   9997           | 5.9595e+06  |        0.039 |  9.54124e+06 |    596.129 |      954.411 | 8e-05   |
+| Slimpajama627bTrainChunk10W9.jsonl.zstTrain |      5.89608e+06 | 3.3986e+09  |       23.334 |  5.4662e+09  |    576.417 |      927.091 | 0.04982 |
+| Slimpajama627bTrainChunk10W9.jsonl.zstTest  |   9994           | 7.08035e+06 |        0.038 |  1.17101e+07 |    708.46  |     1171.72  | 8e-05   |
+| Train                                       |      1.18229e+08 | 7.63795e+10 |      468.057 |  1.24686e+11 |    646.029 |     1054.61  | 0.99916 |
+| Test                                        | 199928           | 1.31127e+08 |        0.786 |  2.09956e+08 |    655.871 |     1050.16  | 0.00168 |
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