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\ No newline at end of file
diff --git a/train/books-gutenberg-dup-sampled/shard_00007-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/books-gutenberg-dup-sampled/shard_00007-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..d868b36e344cab919f78d89aa716f9d741c21980
--- /dev/null
+++ b/train/books-gutenberg-dup-sampled/shard_00007-tokenized-chunked-8192-512-32-backfill-nodups/index.json
@@ -0,0 +1 @@
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diff --git a/train/books-gutenberg-dup-sampled/shard_00007-tokenized-chunked-8192-512-32-backfill-nodups/shard.00013.mds b/train/books-gutenberg-dup-sampled/shard_00007-tokenized-chunked-8192-512-32-backfill-nodups/shard.00013.mds
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diff --git a/train/books-gutenberg-dup-sampled/shard_00007-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/books-gutenberg-dup-sampled/shard_00007-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
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diff --git a/train/books-gutenberg-dup-sampled/shard_00007-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/books-gutenberg-dup-sampled/shard_00007-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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\ No newline at end of file
diff --git a/train/books-gutenberg-dup-sampled/shard_00012-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/books-gutenberg-dup-sampled/shard_00012-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..d73cbb7674ab12e9fabd33ed8d7e7775c29297a0
--- /dev/null
+++ b/train/books-gutenberg-dup-sampled/shard_00012-tokenized-chunked-8192-512-32-backfill-nodups/index.json
@@ -0,0 +1 @@
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diff --git a/train/books-gutenberg-dup-sampled/shard_00012-tokenized-chunked-8192-512-32-backfill-nodups/shard.00011.mds b/train/books-gutenberg-dup-sampled/shard_00012-tokenized-chunked-8192-512-32-backfill-nodups/shard.00011.mds
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diff --git a/train/books-gutenberg-dup-sampled/shard_00012-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/books-gutenberg-dup-sampled/shard_00012-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
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diff --git a/train/books-gutenberg-dup-sampled/shard_00012-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/books-gutenberg-dup-sampled/shard_00012-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
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\ No newline at end of file
diff --git a/train/books-gutenberg-dup-sampled/shard_00014-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/books-gutenberg-dup-sampled/shard_00014-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..99bb3bdc7829c071691149011ad09b59990453f1
--- /dev/null
+++ b/train/books-gutenberg-dup-sampled/shard_00014-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": 67083909, "hashes": {}}, "samples": 2276, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00000.mds.zstd", "bytes": 24980486, "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": 67082946, "hashes": {}}, "samples": 2303, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00001.mds.zstd", "bytes": 25007717, "hashes": {}}}, {"column_encodings": ["str", "ndarray:uint32"], "column_names": ["id", "input_ids"], "column_sizes": [null, null], "compression": "zstd", "format": "mds", "hashes": [], "raw_data": {"basename": "shard.00002.mds", "bytes": 66573819, "hashes": {}}, "samples": 2268, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00002.mds.zstd", "bytes": 24943412, "hashes": {}}}], "version": 2}
\ No newline at end of file
diff --git a/train/books-gutenberg-dup-sampled/shard_00014-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/books-gutenberg-dup-sampled/shard_00014-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..7303bc4183a40e729c38b61a3856fa3496c95b1f
--- /dev/null
+++ b/train/books-gutenberg-dup-sampled/shard_00014-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
@@ -0,0 +1 @@
+{"total_duplicated_tokens": 0, "total_tokens_written": 50150781, "total_tokens_skipped": 4, "percentiles": {"0th": 2, "10th": 3734, "20th": 8190, "30th": 8191, "40th": 8191, "50th": 8191, "60th": 8191, "70th": 8191, "80th": 8191, "90th": 8191, "95th": 8191, "99th": 8191, "100th": 8191}}
\ No newline at end of file
diff --git a/train/books-gutenberg-dup-sampled/shard_00014-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/books-gutenberg-dup-sampled/shard_00014-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..13c820d331a3bb6f3e21aa4917b86c7672104768
--- /dev/null
+++ b/train/books-gutenberg-dup-sampled/shard_00014-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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diff --git a/train/math-sampled/index.json b/train/math-sampled/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..3103678befb7dc2f76ae58bbdb23d45cc65d2429
--- /dev/null
+++ b/train/math-sampled/index.json
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diff --git a/train/math-sampled/num_tokens.json b/train/math-sampled/num_tokens.json
new file mode 100644
index 0000000000000000000000000000000000000000..3f67afb1a4efda1b067e124a979207a92ccb2fba
--- /dev/null
+++ b/train/math-sampled/num_tokens.json
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+}
\ No newline at end of file
diff --git a/train/math-sampled/sampling_summary.json b/train/math-sampled/sampling_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..bbeede02796f7139a6725f0d83d84cb1aff70b66
--- /dev/null
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+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_192-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_381-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_440-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_519-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_231-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_697-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_169-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_78-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_99-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_546-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_64-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_467-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_267-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_240-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_336-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_664-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_236-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_481-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_611-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_30-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_41-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_402-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_85-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_25-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_580-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_32-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_314-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_164-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_53-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_51-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_298-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_607-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_715-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_292-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_112-tokenized-chunked-8192-512-32-backfill-nodups",
+    "/home/oweller2/my_scratch/bert24-data/data/mmbert-ext/math-sampled/split_340-tokenized-chunked-8192-512-32-backfill-nodups"
+  ]
+}
\ No newline at end of file
diff --git a/train/math-sampled/split_106-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/math-sampled/split_106-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..134a1da7b4fa42ed180b3b245b2331f0c9eec2c8
--- /dev/null
+++ b/train/math-sampled/split_106-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": 32659181, "hashes": {}}, "samples": 17000, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00000.mds.zstd", "bytes": 7030738, "hashes": {}}}], "version": 2}
\ No newline at end of file
diff --git a/train/math-sampled/split_106-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/math-sampled/split_106-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4d4a73378157e691d3ad3e1e6cec5385f8deffe
--- /dev/null
+++ b/train/math-sampled/split_106-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
@@ -0,0 +1 @@
+{"total_duplicated_tokens": 0, "total_tokens_written": 8003505, "total_tokens_skipped": 0, "percentiles": {"0th": 107, "10th": 279, "20th": 325, "30th": 367, "40th": 407, "50th": 445, "60th": 486, "70th": 530, "80th": 583, "90th": 681, "95th": 792, "99th": 1076, "100th": 1208}}
\ No newline at end of file
diff --git a/train/math-sampled/split_106-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/math-sampled/split_106-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..49d3950fc22890bc2a46f4db8b8232d502011041
--- /dev/null
+++ b/train/math-sampled/split_106-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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diff --git a/train/math-sampled/split_147-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/math-sampled/split_147-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4653fbf0cbf70e0712c00a19a382a4cc0ca8bef
--- /dev/null
+++ b/train/math-sampled/split_147-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/math-sampled/split_147-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/math-sampled/split_147-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..d2790be1b37734e2b7eb71c0ae969e54e4c2be14
--- /dev/null
+++ b/train/math-sampled/split_147-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
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\ No newline at end of file
diff --git a/train/math-sampled/split_147-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/math-sampled/split_147-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..85078137290b63803b4831400933c4d707ea323c
--- /dev/null
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diff --git a/train/math-sampled/split_185-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/math-sampled/split_185-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..71b3d625a5c803881a35db380669b377e7b45099
--- /dev/null
+++ b/train/math-sampled/split_185-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/math-sampled/split_185-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/math-sampled/split_185-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..1d5941d3cb4ff05b93ffc1034eee6634d74068b9
--- /dev/null
+++ b/train/math-sampled/split_185-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/math-sampled/split_185-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/math-sampled/split_185-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..88149b15a59d2bcfaa1485031c82261f753c3323
--- /dev/null
+++ b/train/math-sampled/split_185-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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diff --git a/train/math-sampled/split_212-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/math-sampled/split_212-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..c7f035505a4aa80885336e621966b4d3112790ac
--- /dev/null
+++ b/train/math-sampled/split_212-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": 54481295, "hashes": {}}, "samples": 30000, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00000.mds.zstd", "bytes": 11646592, "hashes": {}}}], "version": 2}
\ No newline at end of file
diff --git a/train/math-sampled/split_212-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/math-sampled/split_212-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..808f6b1f2832f2f11615c4f38e399be1890cd0a7
--- /dev/null
+++ b/train/math-sampled/split_212-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
@@ -0,0 +1 @@
+{"total_duplicated_tokens": 0, "total_tokens_written": 13336004, "total_tokens_skipped": 0, "percentiles": {"0th": 110, "10th": 257, "20th": 301, "30th": 343, "40th": 382, "50th": 420, "60th": 459, "70th": 501, "80th": 554, "90th": 647, "95th": 750, "99th": 1077, "100th": 1222}}
\ No newline at end of file
diff --git a/train/math-sampled/split_212-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/math-sampled/split_212-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..33436fd8699b8196c8b34ac951e7a573df5c3c68
--- /dev/null
+++ b/train/math-sampled/split_212-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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diff --git a/train/math-sampled/split_230-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/math-sampled/split_230-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..0aba739e04d2fcda039a4970891d43376d755e11
--- /dev/null
+++ b/train/math-sampled/split_230-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/math-sampled/split_230-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/math-sampled/split_230-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..2db25f1fe0b774969d734c2626f5ca28069098e7
--- /dev/null
+++ b/train/math-sampled/split_230-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/math-sampled/split_230-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/math-sampled/split_230-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..1899c8fc98a800dbbd2f376d9c08052b3564fdc8
--- /dev/null
+++ b/train/math-sampled/split_230-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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diff --git a/train/math-sampled/split_260-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/math-sampled/split_260-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a46d84cf710cef84bce0942be975ab7e91f92e5
--- /dev/null
+++ b/train/math-sampled/split_260-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/math-sampled/split_260-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/math-sampled/split_260-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..7cb0bbf114e6b9425a884d79558d73619095bb0a
--- /dev/null
+++ b/train/math-sampled/split_260-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/math-sampled/split_260-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/math-sampled/split_260-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d2801e9e7176a3e9e51f32f7f8fae7263a96fba
--- /dev/null
+++ b/train/math-sampled/split_260-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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diff --git a/train/math-sampled/split_262-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/math-sampled/split_262-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..f0b6a7e04821788564423a241879379e1c47f28e
--- /dev/null
+++ b/train/math-sampled/split_262-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/math-sampled/split_262-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/math-sampled/split_262-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..328ae8fe23d3de1cf34aa4b2e57bd3f069bc3760
--- /dev/null
+++ b/train/math-sampled/split_262-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/math-sampled/split_262-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/math-sampled/split_262-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..98d4f08b701686ee29a79588598ce3eee8c40a9b
--- /dev/null
+++ b/train/math-sampled/split_262-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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diff --git a/train/math-sampled/split_29-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/math-sampled/split_29-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..e76cceee1762cd61a0c117b00d4bdd4edf9099ea
--- /dev/null
+++ b/train/math-sampled/split_29-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/math-sampled/split_29-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/math-sampled/split_29-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..552e0ff9c69db5c62297fe998d924b29c9cd8c67
--- /dev/null
+++ b/train/math-sampled/split_29-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/math-sampled/split_29-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/math-sampled/split_29-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b94e38c1b45835e8bce0aed14eb7331ea4e49d2
--- /dev/null
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\ No newline at end of file
diff --git a/train/math-sampled/split_3-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/math-sampled/split_3-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..252859be4e62e13637587f64a1550b07412bfeed
--- /dev/null
+++ b/train/math-sampled/split_3-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/math-sampled/split_3-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/math-sampled/split_3-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad519b1dbf7a56cc8167845416041877e0f6ebdd
--- /dev/null
+++ b/train/math-sampled/split_3-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/math-sampled/split_3-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/math-sampled/split_3-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..603b9298cb18946ff79d7276eea1efc543dfcf43
--- /dev/null
+++ b/train/math-sampled/split_3-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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1517, 1518, 1519, 1520, 1521, 1522, 1523, 1524, 1525, 1526, 1527, 1528, 1529, 1530, 1531, 1532, 1533, 1534, 1535, 1536, 1537, 1538, 1539, 1540, 1541, 1542, 1543, 1544, 1545, 1546, 1547, 1548, 1549, 1550, 1551, 1552, 1553, 1554, 1555, 1556, 1557, 1558, 1559, 1560, 1561, 1562, 1563, 1564, 1565, 1566, 1567, 1568, 1569, 1570, 1571, 1572, 1573, 1574, 1575, 1576, 1577, 1578, 1579, 1580, 1581, 1582, 1583, 1584, 1585, 1586, 1587, 1588, 1589, 1590, 1591, 1592, 1593, 1594, 1595, 1596, 1597, 1598, 1599, 1600, 1601, 1602, 1603, 1604, 1605, 1606, 1607, 1608, 1609, 1610, 1611, 1612, 1613, 1614, 1615, 1616, 1617, 1618, 1619, 1620, 1621, 1622, 1623, 1624, 1625, 1626, 1627, 1628, 1629, 1630, 1631, 1632, 1633, 1634, 1635, 1636, 1637, 1638, 1639, 1640, 1641, 1642, 1643, 1644, 1645, 1646, 1647, 1648, 1649, 1650, 1651, 1652, 1653, 1654, 1655, 1656, 1657, 1658, 1659, 1660, 1661, 1662, 1663, 1664, 1665, 1666, 1667, 1668, 1669, 1670, 1671, 1672, 1673, 1674, 1675, 1676, 1677, 1678, 1679, 1680, 1681, 1682, 1683, 1684, 1685, 1686, 1687, 1688, 1689, 1690, 1691, 1692, 1693, 1694, 1695, 1696, 1697, 1698, 1699, 1700, 1701, 1702, 1703, 1704, 1705, 1706, 1707, 1708, 1709, 1710, 1711, 1712, 1713, 1714, 1715, 1716, 1717, 1718, 1719, 1720, 1721, 1722, 1723, 1724, 1725, 1726, 1727, 1728, 1729, 1730, 1731, 1732, 1733, 1734, 1735, 1736, 1737, 1738, 1739, 1740, 1741, 1742, 1743, 1744, 1745, 1746, 1747, 1748, 1749, 1750, 1751, 1752, 1753, 1754, 1755, 1756, 1757, 1758, 1759, 1760, 1761, 1762, 1763, 1764, 1765, 1766, 1767, 1768, 1769, 1770, 1771, 1772, 1773, 1774, 1775, 1776, 1777, 1778, 1779, 1780, 1781, 1782, 1783, 1784, 1785, 1786, 1787, 1788, 1789, 1790, 1791, 1792, 1793, 1794, 1795, 1796, 1797, 1798, 1799, 1800, 1801, 1802, 1803, 1804, 1805, 1806, 1807, 1808, 1809, 1810, 1811, 1812, 1813, 1814, 1815, 1816, 1817, 1818, 1819, 1820, 1821, 1822, 1823, 1824, 1825, 1826, 1827, 1828, 1829, 1830, 1831, 1832, 1833, 1834, 1835, 1836, 1837, 1838, 1839, 1840, 1841, 1842, 1843, 1844, 1845, 1846, 1847, 1848, 1849, 1850, 1851, 1852, 1853, 1854, 1855, 1856, 1857, 1858, 1859, 1860, 1861, 1862, 1863, 1864, 1865, 1866, 1867, 1868, 1869, 1870, 1871, 1872, 1873, 1874, 1875, 1876, 1877, 1878, 1879, 1880, 1881, 1882, 1883, 1884, 1885, 1886, 1887, 1888, 1889, 1890, 1891, 1892, 1893, 1894, 1895, 1896, 1897, 1898, 1899, 1900, 1901, 1902, 1903, 1904, 1905, 1906, 1907, 1908, 1909, 1910, 1911, 1912, 1913, 1914, 1915, 1916, 1917, 1918, 1919, 1920, 1921, 1922, 1923, 1924, 1925, 1926, 1927, 1928, 1929, 1930, 1931, 1932, 1933, 1934, 1935, 1936, 1937, 1938, 1939, 1940, 1941, 1942, 1943, 1944, 1945, 1946, 1947, 1948, 1949, 1950, 1951, 1952, 1953, 1954, 1955, 1956, 1957, 1958, 1959, 1960, 1961, 1962, 1963, 1964, 1965, 1966, 1967, 1968, 1969, 1970, 1971, 1972, 1973, 1974, 1975, 1976, 1977, 1978, 1979, 1980, 1981, 1982, 1983, 1984, 1985, 1986, 1987, 1988, 1989, 1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025, 2026, 2027, 2028, 2029, 2030, 2031, 2032, 2033, 2034, 2035, 2036, 2037, 2038, 2039, 2040, 2041, 2042, 2043, 2044, 2045, 2046, 2047, 2048, 2049, 2050, 2051, 2052, 2053, 2054, 2055, 2056, 2057, 2058, 2059, 2060, 2061, 2062, 2063, 2064, 2065, 2066, 2067, 2068, 2069, 2070, 2071, 2072, 2073, 2074, 2075, 2076, 2077, 2078, 2079, 2080, 2081, 2082, 2083, 2084, 2085, 2086, 2087, 2088, 2089, 2090, 2091, 2092, 2093, 2094, 2095, 2096, 2097, 2098, 2099, 2100, 2101, 2102, 2103, 2104, 2105, 2106, 2107, 2108, 2109, 2110, 2111, 2112, 2113, 2114, 2115, 2116, 2117, 2118, 2119, 2120, 2121, 2122, 2123, 2124, 2125, 2126, 2127, 2128, 2129, 2130, 2131, 2132, 2133, 2134, 2135, 2136, 2137, 2138, 2139, 2140, 2141, 2142, 2143, 2144, 2145, 2146, 2147, 2148, 2149, 2150, 2151, 2152, 2153, 2154, 2155, 2156, 2157, 2158, 2159, 2160, 2161, 2162, 2163, 2164, 2165, 2166, 2167, 2168, 2169, 2170, 2171, 2172, 2173, 2174, 2175, 2176, 2177, 2178, 2179, 2180, 2181, 2182, 2183, 2184, 2185, 2186, 2187, 2188, 2189, 2190, 2191, 2192, 2193, 2194, 2195, 2196, 2197, 2198, 2199, 2200, 2201, 2202, 2203, 2204, 2205, 2206, 2207, 2208, 2209, 2210, 2211, 2212, 2213, 2214, 2215, 2216, 2217, 2218, 2219, 2220, 2221, 2222, 2223, 2224, 2225, 2226, 2227, 2228, 2229, 2230, 2231, 2232, 2233, 2234, 2235, 2236, 2237, 2238, 2239, 2240, 2241, 2242, 2243, 2244, 2245, 2246, 2247, 2248, 2249, 2250, 2251, 2252, 2253, 2254, 2255, 2256, 2257, 2258, 2259, 2260, 2261, 2262, 2263, 2264, 2265, 2266, 2267, 2268, 2269, 2270, 2271, 2272, 2273, 2274, 2275, 2276, 2277, 2278, 2279, 2280, 2281, 2282, 2283, 2284, 2285, 2286, 2287, 2288, 2289, 2290, 2291, 2292, 2293, 2294, 2295, 2296, 2297, 2298, 2299, 2300, 2301, 2302, 2303, 2304, 2305, 2306, 2307, 2308, 2309, 2310, 2311, 2312, 2313, 2314, 2315, 2316, 2317, 2318, 2319, 2320, 2321, 2322, 2323, 2324, 2325, 2326, 2327, 2328, 2329, 2330, 2331, 2332, 2333, 2334, 2335, 2336, 2337, 2338, 2339, 2340, 2341, 2342, 2343, 2344, 2345, 2346, 2347, 2348, 2349, 2350, 2351, 2352, 2353, 2354, 2355, 2356, 2357, 2358, 2359, 2360, 2361, 2362, 2363, 2364, 2365, 2366, 2367, 2368, 2369, 2370, 2371, 2372, 2373, 2374, 2375, 2376, 2377, 2378, 2379, 2380, 2381, 2382, 2383, 2384, 2385, 2386, 2387, 2388, 2389, 2390, 2391, 2392, 2393, 2394, 2395, 2396, 2397, 2398, 2399, 2400, 2401, 2402, 2403, 2404, 2405, 2406, 2407, 2408, 2409, 2410, 2411, 2412, 2413, 2414, 2415, 2416, 2417, 2418, 2419, 2420, 2421, 2422, 2423, 2424, 2425, 2426, 2427, 2428, 2429, 2430, 2431, 2432, 2433, 2434, 2435, 2436, 2437, 2438, 2439, 2440, 2441, 2442, 2443, 2444, 2445, 2446, 2447, 2448, 2449, 2450, 2451, 2452, 2453, 2454, 2455, 2456, 2457, 2458, 2459, 2460, 2461, 2462, 2463, 2464, 2465, 2466, 2467, 2468, 2469, 2470, 2471, 2472, 2473, 2474, 2475, 2476, 2477, 2478, 2479, 2480, 2481, 2482, 2483, 2484, 2485, 2486, 2487, 2488, 2489, 2490, 2491, 2492, 2493, 2494, 2495, 2496, 2497, 2498, 2499, 2500, 2501, 2502, 2503, 2504, 2505, 2506, 2507, 2508, 2509, 2510, 2511, 2512, 2513, 2514, 2515, 2516, 2517, 2518, 2519, 2520, 2521, 2522, 2523, 2524, 2525, 2526, 2527, 2528, 2529, 2530, 2531, 2532, 2533, 2534, 2535, 2536, 2537, 2538, 2539, 2540, 2541, 2542, 2543, 2544, 2545, 2546, 2547, 2548, 2549, 2550, 2551, 2552, 2553, 2554, 2555, 2556, 2557, 2558, 2559, 2560, 2561, 2562, 2563, 2564, 2565, 2566, 2567, 2568, 2569, 2570, 2571, 2572, 2573, 2574, 2575, 2576, 2577, 2578, 2579, 2580, 2581, 2582, 2583, 2584, 2585, 2586, 2587, 2588, 2589, 2590, 2591, 2592, 2593, 2594, 2595, 2596, 2597, 2598, 2599, 2600, 2601, 2602, 2603, 2604, 2605, 2606, 2607, 2608, 2609, 2610, 2611, 2612, 2613, 2614, 2615, 2616, 2617, 2618, 2619, 2620, 2621, 2622, 2623, 2624, 2625, 2626, 2627, 2628, 2629, 2630, 2631, 2632, 2633, 2634, 2635, 2636, 2637, 2638, 2639, 2640, 2641, 2642, 2643, 2644, 2645, 2646, 2647, 2648, 2649, 2650, 2651, 2652, 2653, 2654, 2655, 2656, 2657, 2658, 2659, 2660, 2661, 2662, 2663, 2664, 2665, 2666, 2667, 2668, 2669, 2670, 2671, 2672, 2673, 2674, 2675, 2676, 2677, 2678, 2679, 2680, 2681, 2682, 2683, 2684, 2685, 2686, 2687, 2688, 2689, 2690, 2691, 2692, 2693, 2694, 2695, 2696, 2697, 2698, 2699, 2700, 2701, 2702, 2703, 2704, 2705, 2706, 2707, 2708, 2709, 2710, 2711, 2712, 2713, 2714, 2715, 2716, 2717, 2718, 2719, 2720, 2721, 2722, 2723, 2724, 2725, 2726, 2727, 2728, 2729, 2730, 2731, 2732, 2733, 2734, 2735, 2736, 2737, 2738, 2739, 2740, 2741, 2742, 2743, 2744, 2745, 2746, 2747, 2748, 2749, 2750, 2751, 2752, 2753, 2754, 2755, 2756, 2757, 2758, 2759, 2760, 2761, 2762, 2763, 2764, 2765, 2766, 2767, 2768, 2769, 2770, 2771, 2772, 2773, 2774, 2775, 2776, 2777, 2778, 2779, 2780, 2781, 2782, 2783, 2784, 2785, 2786, 2787, 2788, 2789, 2790, 2791, 2792, 2793, 2794, 2795, 2796, 2797, 2798, 2799, 2800, 2801, 2802, 2803, 2804, 2805, 2806, 2807, 2808, 2809, 2810, 2811, 2812, 2813, 2814, 2815, 2816, 2817, 2818, 2819, 2820, 2821, 2822, 2823, 2824, 2825, 2826, 2827, 2828, 2829, 2830, 2831, 2832, 2833, 2834, 2835, 2836, 2837, 2838, 2839, 2840, 2841, 2842, 2843, 2844, 2845, 2846, 2847, 2848, 2849, 2850, 2851, 2852, 2853, 2854, 2855, 2856, 2857, 2858, 2859, 2860, 2861, 2862, 2863, 2864, 2865, 2866, 2867, 2868, 2869, 2870, 2871, 2872, 2873, 2874, 2875, 2876, 2877, 2878, 2879, 2880, 2881, 2882, 2883, 2884, 2885, 2886, 2887, 2888, 2889, 2890, 2891, 2892, 2893, 2894, 2895, 2896, 2897, 2898, 2899, 2900, 2901, 2902, 2903, 2904, 2905, 2906, 2907, 2908, 2909, 2910, 2911, 2912, 2913, 2914, 2915, 2916, 2917, 2918, 2919, 2920, 2921, 2922, 2923, 2924, 2925, 2926, 2927, 2928, 2929, 2930, 2931, 2932, 2933, 2934, 2935, 2936, 2937, 2938, 2939, 2940, 2941, 2942, 2943, 2944, 2945, 2946, 2947, 2948, 2949, 2950, 2951, 2952, 2953, 2954, 2955, 2956, 2957, 2958, 2959, 2960, 2961, 2962, 2963, 2964, 2965, 2966, 2967, 2968, 2969, 2970, 2971, 2972, 2973, 2974, 2975, 2976, 2977, 2978, 2979, 2980, 2981, 2982, 2983, 2984, 2985, 2986, 2987, 2988, 2989, 2990, 2991, 2992, 2993, 2994, 2995, 2996, 2997, 2998, 2999, 3000, 3001, 3002, 3003, 3004, 3005, 3006, 3007, 3008, 3009, 3010, 3011, 3012, 3013, 3014, 3015, 3016, 3017, 3018, 3019, 3020, 3021, 3022, 3023, 3024, 3025, 3026, 3027, 3028, 3029, 3030, 3031, 3032, 3033, 3034, 3035, 3036, 3037, 3038, 3039, 3040, 3041, 3042, 3043, 3044, 3045, 3046, 3047, 3048, 3049, 3050, 3051, 3052, 3053, 3054, 3055, 3056, 3057, 3058, 3059, 3060, 3061, 3062, 3063, 3064, 3065, 3066, 3067, 3068, 3069, 3070, 3071, 3072, 3073, 3074, 3075, 3076, 3077, 3078, 3079, 3080, 3081, 3082, 3083, 3084, 3085, 3086, 3087, 3088, 3089, 3090, 3091, 3092, 3093, 3094, 3095, 3096, 3097, 3098, 3099, 3100, 3101, 3102, 3103, 3104, 3105, 3106, 3107, 3108, 3109, 3110, 3111, 3112, 3113, 3114, 3115, 3116, 3117, 3118, 3119, 3120, 3121, 3122, 3123, 3124, 3125, 3126, 3127, 3128, 3129, 3130, 3131, 3132, 3133, 3134, 3135, 3136, 3137, 3138, 3139, 3140, 3141, 3142, 3143, 3144, 3145, 3146, 3147, 3148, 3149, 3150, 3151, 3152, 3153, 3154, 3155, 3156, 3157, 3158, 3159, 3160, 3161, 3162, 3163, 3164, 3165, 3166, 3167, 3168, 3169, 3170, 3171, 3172, 3173, 3174, 3175, 3176, 3177, 3178, 3179, 3180, 3181, 3182, 3183, 3184, 3185, 3186, 3187, 3188, 3189, 3190, 3191, 3192, 3193, 3194, 3195, 3196, 3197, 3198, 3199, 3200, 3201, 3202, 3203, 3204, 3205, 3206, 3207, 3208, 3209, 3210, 3211, 3212, 3213, 3214, 3215, 3216, 3217, 3218, 3219, 3220, 3221, 3222, 3223, 3224, 3225, 3226, 3227, 3228, 3229, 3230, 3231, 3232, 3233, 3234, 3235, 3236, 3237, 3238, 3239, 3240, 3241, 3242, 3243, 3244, 3245, 3246, 3247, 3248, 3249, 3250, 3251, 3252, 3253, 3254, 3255, 3256, 3257, 3258, 3259, 3260, 3261, 3262, 3263, 3264, 3265, 3266, 3267, 3268, 3269, 3270, 3271, 3272, 3273, 3274, 3275, 3276, 3277, 3278, 3279, 3280, 3281, 3282, 3283, 3284, 3285, 3286, 3287, 3288, 3289, 3290, 3291, 3292, 3293, 3294, 3295, 3296, 3297, 3298, 3299, 3300, 3301, 3302, 3303, 3304, 3305, 3306, 3307, 3308, 3309, 3310, 3311, 3312, 3313, 3314, 3315, 3316, 3317, 3318, 3319, 3320, 3321, 3322, 3323, 3324, 3325, 3326, 3327, 3328, 3329, 3330, 3331, 3332, 3333, 3334, 3335, 3336, 3337, 3338, 3339, 3340, 3341, 3342, 3343, 3344, 3345, 3346, 3347, 3348, 3349, 3350, 3351, 3352, 3353, 3354, 3355, 3356, 3357, 3358, 3359, 3360, 3361, 3362, 3363, 3364, 3365, 3366, 3367, 3368, 3369, 3370, 3371, 3372, 3373, 3374, 3375, 3376, 3377, 3378, 3379, 3380, 3381, 3382, 3383, 3384, 3385, 3386, 3387, 3388, 3389, 3390, 3391, 3392, 3393, 3394, 3395, 3396, 3397, 3398, 3399, 3400, 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, 3432, 3433, 3434, 3435, 3436, 3437, 3438, 3439, 3440, 3441, 3442, 3443, 3444, 3445, 3446, 3447, 3448, 3449, 3450, 3451, 3452, 3453, 3454, 3455, 3456, 3457, 3458, 3459, 3460, 3461, 3462, 3463, 3464, 3465, 3466, 3467, 3468, 3469, 3470, 3471, 3472, 3473, 3474, 3475, 3476, 3477, 3478, 3479, 3480, 3481, 3482, 3483, 3484, 3485, 3486, 3487, 3488, 3489, 3490, 3491, 3492, 3493, 3494, 3495, 3496, 3497, 3498, 3499, 3500, 3501, 3502, 3503, 3504, 3505, 3506, 3507, 3508, 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\ No newline at end of file
diff --git a/train/math-sampled/split_309-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/math-sampled/split_309-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..176d481bff8ce34332801c60df17c404fc852887
--- /dev/null
+++ b/train/math-sampled/split_309-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": 54184256, "hashes": {}}, "samples": 30000, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00000.mds.zstd", "bytes": 11596844, "hashes": {}}}], "version": 2}
\ No newline at end of file
diff --git a/train/math-sampled/split_309-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/math-sampled/split_309-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..75ef3340ff9e51aad5ef13217414d9e291c99dd3
--- /dev/null
+++ b/train/math-sampled/split_309-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
@@ -0,0 +1 @@
+{"total_duplicated_tokens": 0, "total_tokens_written": 13261736, "total_tokens_skipped": 0, "percentiles": {"0th": 123, "10th": 257, "20th": 300, "30th": 340, "40th": 381, "50th": 417, "60th": 456, "70th": 500, "80th": 553, "90th": 642, "95th": 743, "99th": 1074, "100th": 1236}}
\ No newline at end of file
diff --git a/train/math-sampled/split_309-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/math-sampled/split_309-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..015b8e9a5fd5174ca57e37ce82269f92360e01f1
--- /dev/null
+++ b/train/math-sampled/split_309-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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19767, 19768, 19769, 19770, 19771, 19772, 19773, 19774, 19775, 19776, 19777, 19778, 19779, 19780, 19781, 19782, 19783, 19785, 19786, 19787, 19788, 19789, 19790, 19791, 19792, 19793, 19794, 19795, 19796, 19797, 19798, 19799, 19800, 19801, 19802, 19803, 19804, 19805, 19806, 19807, 19808, 19809, 19810, 19811, 19812, 19813, 19814, 19815, 19816, 19817, 19818, 19819, 19820, 19821, 19822, 19823, 19824, 19825, 19826, 19827, 19828, 19829, 19830, 19831, 19832, 19833, 19834, 19835, 19836, 19837, 19838, 19839, 19840, 19841, 19842, 19843, 19844, 19845, 19847, 19848, 19849, 19850, 19851, 19852, 19853, 19854, 19855, 19856, 19857, 19858, 19859, 19860, 19861, 19862, 19863, 19864, 19865, 19866, 19867, 19868, 19869, 19870, 19871, 19872, 19873, 19874, 19875, 19876, 19877, 19878, 19879, 19880, 19881, 19882, 19883, 19884, 19885, 19886, 19887, 19888, 19889, 19890, 19891, 19892, 19893, 19894, 19895, 19896, 19897, 19898, 19899, 19900, 19901, 19902, 19903, 19904, 19905, 19906, 19907, 19908, 19909, 19910, 19911, 19912, 19913, 19914, 19915, 19916, 19917, 19918, 19919, 19920, 19921, 19922, 19924, 19925, 19926, 19927, 19928, 19929, 19930, 19931, 19932, 19933, 19934, 19936, 19937, 19938, 19939, 19940, 19941, 19942, 19943, 19944, 19945, 19946, 19947, 19948, 19949, 19950, 19951, 19952, 19953, 19954, 19955, 19956, 19957, 19958, 19959, 19960, 19961, 19962, 19963, 19964, 19965, 19966, 19967, 19968, 19969, 19970, 19971, 19972, 19973, 19974, 19975, 19976, 19977, 19978, 19979, 19980, 19981, 19982, 19983, 19984, 19985, 19986, 19987, 19988, 19989, 19990, 19991, 19992, 19993, 19994, 19995, 19996, 19997, 19998, 19999, 20000, 20001, 20002, 20003, 20004, 20005, 20006, 20007, 20008, 20009, 20010, 20011, 20012, 20014, 20015, 20016, 20017, 20018, 20019, 20020, 20021, 20022, 20023, 20024, 20025, 20026, 20027, 20028, 20029, 20030, 20031, 20032, 20033, 20034, 20035, 20036, 20037, 20038, 20039, 20040, 20041, 20043, 20044, 20045, 20046, 20047, 20048, 20049, 20050, 20051, 20052, 20053, 20054, 20056, 20057, 20058, 20059, 20060, 20062, 20063, 20064, 20065, 20066, 20067, 20068, 20069, 20070, 20071, 20072, 20073, 20074, 20075, 20076, 20077, 20078, 20079, 20080, 20081, 20082, 20083, 20084, 20085, 20086, 20087, 20088, 20089, 20090, 20091, 20092, 20093, 20094, 20095, 20096, 20097, 20098, 20099, 20100, 20101, 20102, 20103, 20104, 20105, 20106, 20107, 20108, 20109, 20110, 20111, 20112, 20113, 20114, 20116, 20117, 20118, 20119, 20120, 20121, 20122, 20123, 20124, 20125, 20126, 20127, 20128, 20129, 20130, 20131, 20132, 20133, 20134, 20135, 20136, 20137, 20138, 20139, 20140, 20141, 20142, 20143, 20144, 20145, 20146, 20147, 20148, 20149, 20150, 20151, 20152, 20153, 20154, 20155, 20156, 20157, 20158, 20159, 20160, 20161, 20162, 20163, 20164, 20165, 20166, 20167, 20168, 20169, 20170, 20171, 20172, 20173, 20174, 20175, 20176, 20177, 20178, 20179, 20180, 20181, 20182, 20183, 20184, 20185, 20186, 20187, 20188, 20189, 20190, 20191, 20192, 20193, 20194, 20195, 20196, 20197, 20198, 20199, 20200, 20201, 20202, 20203, 20204, 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20642, 20643, 20644, 20645, 20646, 20647, 20648, 20649, 20650, 20652, 20653, 20654, 20655, 20656, 20657, 20658, 20659, 20660, 20661, 20662, 20663, 20664, 20665, 20667, 20668, 20669, 20670, 20671, 20672, 20673, 20674, 20675, 20676, 20677, 20678, 20679, 20680, 20681, 20682, 20683, 20684, 20685, 20686, 20687, 20688, 20689, 20690, 20691, 20692, 20693, 20694, 20695, 20696, 20697, 20698, 20699, 20700, 20701, 20702, 20703, 20704, 20705, 20706, 20707, 20708, 20709, 20710, 20711, 20712, 20713, 20714, 20716, 20717, 20718, 20719, 20720, 20721, 20722, 20723, 20724, 20725, 20726, 20727, 20728, 20729, 20730, 20731, 20732, 20733, 20734, 20735, 20736, 20737, 20738, 20739, 20740, 20741, 20742, 20743, 20744, 20745, 20746, 20747, 20748, 20749, 20750, 20751, 20752, 20753, 20754, 20755, 20756, 20757, 20758, 20759, 20760, 20761, 20762, 20763, 20764, 20765, 20766, 20767, 20768, 20769, 20770, 20771, 20772, 20773, 20774, 20775, 20776, 20777, 20778, 20779, 20780, 20781, 20782, 20783, 20784, 20785, 20786, 20787, 20788, 20789, 20790, 20791, 20792, 20793, 20794, 20795, 20796, 20797, 20798, 20799, 20800, 20801, 20802, 20803, 20804, 20805, 20806, 20807, 20808, 20809, 20810, 20811, 20812, 20813, 20814, 20815, 20816, 20817, 20818, 20819, 20820, 20821, 20822, 20823, 20824, 20825, 20826, 20827, 20828, 20829, 20830, 20831, 20832, 20833, 20834, 20835, 20836, 20837, 20838, 20839, 20840, 20841, 20842, 20843, 20844, 20845, 20846, 20847, 20848, 20849, 20850, 20851, 20852, 20854, 20855, 20857, 20858, 20859, 20860, 20861, 20862, 20863, 20864, 20865, 20866, 20867, 20868, 20869, 20870, 20871, 20872, 20873, 20874, 20875, 20876, 20877, 20878, 20879, 20880, 20881, 20882, 20883, 20884, 20885, 20886, 20887, 20888, 20889, 20890, 20891, 20892, 20893, 20894, 20895, 20896, 20897, 20898, 20899, 20900, 20901, 20902, 20903, 20904, 20905, 20906, 20907, 20908, 20909, 20910, 20911, 20912, 20913, 20914, 20915, 20916, 20917, 20918, 20919, 20920, 20921, 20922, 20923, 20925, 20926, 20927, 20928, 20929, 20930, 20931, 20932, 20933, 20934, 20935, 20936, 20937, 20938, 20939, 20940, 20941, 20942, 20943, 20944, 20945, 20946, 20947, 20948, 20949, 20950, 20951, 20952, 20953, 20954, 20955, 20956, 20957, 20959, 20960, 20961, 20962, 20963, 20964, 20965, 20966, 20967, 20968, 20969, 20970, 20971, 20972, 20973, 20974, 20975, 20976, 20977, 20978, 20979, 20980, 20981, 20982, 20983, 20984, 20985, 20986, 20987, 20988, 20989, 20990, 20991, 20992, 20993, 20994, 20995, 20996, 20997, 20998, 20999, 21000, 21001, 21003, 21004, 21005, 21006, 21007, 21008, 21009, 21010, 21011, 21012, 21013, 21014, 21015, 21016, 21017, 21018, 21019, 21020, 21021, 21022, 21023, 21024, 21025, 21026, 21027, 21028, 21029, 21030, 21031, 21032, 21033, 21034, 21035, 21036, 21037, 21038, 21039, 21040, 21041, 21042, 21043, 21044, 21045, 21046, 21047, 21048, 21049, 21050, 21051, 21052, 21053, 21054, 21055, 21056, 21057, 21058, 21059, 21060, 21061, 21062, 21063, 21064, 21065, 21066, 21067, 21068, 21069, 21070, 21071, 21072, 21073, 21074, 21075, 21076, 21077, 21078, 21079, 21080, 21081, 21082, 21083, 21084, 21085, 21086, 21087, 21088, 21089, 21090, 21091, 21092, 21093, 21094, 21095, 21096, 21097, 21098, 21099, 21100, 21101, 21102, 21103, 21104, 21105, 21107, 21108, 21109, 21110, 21111, 21112, 21113, 21114, 21115, 21116, 21117, 21118, 21119, 21120, 21121, 21122, 21123, 21124, 21125, 21126, 21127, 21128, 21129, 21130, 21131, 21132, 21133, 21134, 21135, 21136, 21137, 21138, 21139, 21140, 21141, 21142, 21143, 21144, 21145, 21146, 21147, 21148, 21149, 21150, 21151, 21152, 21153, 21154, 21155, 21156, 21157, 21158, 21159, 21160, 21161, 21162, 21163, 21164, 21165, 21166, 21167, 21168, 21169, 21170, 21172, 21173, 21174, 21175, 21176, 21177, 21178, 21180, 21181, 21182, 21183, 21184, 21185, 21186, 21187, 21188, 21189, 21190, 21191, 21192, 21193, 21194, 21195, 21196, 21197, 21198, 21199, 21200, 21201, 21202, 21203, 21204, 21205, 21206, 21207, 21208, 21209, 21210, 21211, 21212, 21213, 21214, 21215, 21216, 21217, 21218, 21219, 21220, 21221, 21222, 21223, 21224, 21225, 21226, 21227, 21228, 21229, 21230, 21231, 21232, 21233, 21234, 21235, 21236, 21237, 21238, 21239, 21241, 21242, 21243, 21244, 21245, 21246, 21247, 21248, 21249, 21250, 21251, 21252, 21253, 21254, 21255, 21256, 21258, 21259, 21260, 21261, 21262, 21263, 21264, 21265, 21266, 21268, 21269, 21270, 21271, 21272, 21273, 21274, 21275, 21276, 21277, 21278, 21279, 21280, 21281, 21282, 21283, 21284, 21285, 21286, 21287, 21288, 21289, 21290, 21291, 21292, 21293, 21294, 21295, 21297, 21298, 21299, 21300, 21302, 21303, 21304, 21305, 21306, 21307, 21308, 21309, 21310, 21311, 21312, 21313, 21314, 21315, 21316, 21317, 21318, 21319, 21320, 21321, 21322, 21323, 21324, 21325, 21326, 21327, 21328, 21329, 21331, 21332, 21333, 21334, 21335, 21336, 21337, 21338, 21339, 21340, 21341, 21342, 21343, 21344, 21345, 21346, 21347, 21348, 21349, 21350, 21351, 21352, 21353, 21354, 21355, 21356, 21357, 21358, 21359, 21360, 21361, 21362, 21363, 21364, 21365, 21366, 21367, 21368, 21369, 21370, 21371, 21372, 21373, 21374, 21375, 21376, 21377, 21378, 21379, 21380, 21381, 21382, 21383, 21384, 21385, 21386, 21387, 21388, 21389, 21390, 21391, 21392, 21393, 21394, 21395, 21396, 21397, 21398, 21399, 21400, 21401, 21402, 21403, 21404, 21405, 21406, 21407, 21408, 21409, 21410, 21411, 21412, 21413, 21414, 21415, 21416, 21417, 21418, 21419, 21420, 21421, 21422, 21423, 21424, 21425, 21426, 21427, 21428, 21429, 21430, 21431, 21432, 21433, 21434, 21435, 21436, 21437, 21438, 21439, 21440, 21441, 21442, 21443, 21444, 21445, 21446, 21447, 21449, 21450, 21451, 21452, 21453, 21454, 21455, 21456, 21457, 21458, 21459, 21460, 21461, 21462, 21463, 21464, 21465, 21466, 21467, 21468, 21469, 21470, 21471, 21472, 21473, 21474, 21475, 21476, 21477, 21478, 21479, 21481, 21482, 21483, 21484, 21485, 21486, 21487, 21488, 21489, 21490, 21491, 21492, 21493, 21494, 21495, 21496, 21497, 21498, 21499, 21500, 21501, 21502, 21503, 21504, 21505, 21506, 21507, 21508, 21509, 21510, 21511, 21512, 21513, 21514, 21515, 21516, 21517, 21518, 21519, 21520, 21521, 21522, 21523, 21524, 21525, 21526, 21527, 21528, 21529, 21530, 21531, 21532, 21533, 21534, 21535, 21536, 21537, 21538, 21539, 21540, 21541, 21542, 21543, 21544, 21545, 21546, 21547, 21548, 21549, 21550, 21551, 21552, 21553, 21554, 21555, 21556, 21557, 21558, 21559, 21560, 21561, 21562, 21563, 21564, 21565, 21566, 21567, 21568, 21569, 21570, 21571, 21572, 21573, 21574, 21575, 21576, 21577, 21578, 21579, 21580, 21581, 21582, 21583, 21584, 21585, 21586, 21587, 21588, 21589, 21590, 21591, 21592, 21593, 21594, 21595, 21596, 21597, 21598, 21599, 21600, 21601, 21602, 21603, 21604, 21605, 21606, 21607, 21608, 21609, 21610, 21611, 21612, 21613, 21614, 21615, 21617, 21618, 21619, 21620, 21621, 21622, 21623, 21624, 21625, 21626, 21627, 21628, 21629, 21630, 21631, 21632, 21633, 21634, 21635, 21636, 21637, 21638, 21639, 21640, 21642, 21643, 21644, 21645, 21646, 21647, 21648, 21649, 21650, 21651, 21652, 21653, 21654, 21655, 21656, 21657, 21658, 21659, 21660, 21661, 21662, 21663, 21664, 21665, 21666, 21667, 21668, 21669, 21670, 21671, 21672, 21673, 21674, 21675, 21676, 21677, 21678, 21679, 21680, 21681, 21682, 21683, 21684, 21685, 21686, 21687, 21688, 21689, 21690, 21691, 21692, 21693, 21694, 21695, 21696, 21697, 21698, 21699, 21700, 21701, 21702, 21703, 21704, 21705, 21706, 21707, 21708, 21709, 21710, 21711, 21712, 21713, 21714, 21715, 21716, 21717, 21718, 21719, 21721, 21722, 21723, 21724, 21725, 21726, 21727, 21728, 21729, 21730, 21731, 21732, 21733, 21734, 21735, 21736, 21737, 21738, 21739, 21740, 21741, 21742, 21743, 21744, 21745, 21746, 21747, 21748, 21749, 21750, 21751, 21752, 21753, 21754, 21755, 21756, 21757, 21758, 21759, 21760, 21761, 21762, 21763, 21764, 21765, 21766, 21767, 21768, 21769, 21770, 21771, 21772, 21773, 21775, 21776, 21777, 21778, 21779, 21780, 21781, 21782, 21783, 21784, 21785, 21786, 21787, 21788, 21789, 21790, 21791, 21792, 21793, 21794, 21795, 21796, 21797, 21798, 21799, 21800, 21801, 21802, 21803, 21804, 21805, 21806, 21807, 21808, 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diff --git a/train/math-sampled/split_331-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/math-sampled/split_331-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..4e63a11d3e2e603e8e1300a08da7965fa660da0e
--- /dev/null
+++ b/train/math-sampled/split_331-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/math-sampled/split_331-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/math-sampled/split_331-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..7363d3e1788b5fea70be183c57cad1cdba6c9906
--- /dev/null
+++ b/train/math-sampled/split_331-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/math-sampled/split_331-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/math-sampled/split_331-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..6b5b709df3fef747a6e0fbacd62301639d1babb9
--- /dev/null
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diff --git a/train/math-sampled/split_346-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/math-sampled/split_346-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..37118483b74efef48d4a40269cdfb4faf06b6f96
--- /dev/null
+++ b/train/math-sampled/split_346-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/math-sampled/split_346-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/math-sampled/split_346-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..dc9a39566daf07b5d45903e5c77bfc356659f47e
--- /dev/null
+++ b/train/math-sampled/split_346-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/math-sampled/split_346-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/math-sampled/split_346-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..c33a6f09f43a18f9b42f5e77b2a448a56fde19ca
--- /dev/null
+++ b/train/math-sampled/split_346-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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18933, 18934, 18935, 18938, 18939, 18940, 18941, 18942, 18943, 18944, 18945, 18946, 18947, 18948, 18949, 18950, 18951, 18952, 18953, 18954, 18955, 18956, 18957, 18958, 18959, 18960, 18961, 18962, 18963, 18964, 18965, 18966, 18968, 18969, 18970, 18971, 18972, 18973, 18974, 18975, 18976, 18977, 18978, 18979, 18980, 18981, 18982, 18983, 18984, 18985, 18986, 18987, 18988, 18989, 18990, 18991, 18992, 18993, 18994, 18995, 18996, 18997, 18998, 18999, 19000, 19001, 19002, 19003, 19004, 19005, 19006, 19008, 19009, 19010, 19011, 19012, 19013, 19014, 19015, 19017, 19018, 19019, 19020, 19021, 19022, 19023, 19024, 19025, 19026, 19027, 19028, 19029, 19030, 19031, 19032, 19033, 19034, 19035, 19036, 19037, 19038, 19039, 19040, 19041, 19042, 19043, 19044, 19045, 19046, 19047, 19048, 19049, 19050, 19051, 19052, 19053, 19054, 19055, 19056, 19057, 19058, 19059, 19060, 19061, 19062, 19063, 19064, 19065, 19066, 19067, 19068, 19069, 19070, 19071, 19072, 19073, 19074, 19075, 19076, 19077, 19078, 19079, 19080, 19081, 19082, 19083, 19084, 19085, 19086, 19087, 19088, 19089, 19090, 19091, 19092, 19093, 19094, 19095, 19096, 19097, 19098, 19099, 19100, 19101, 19102, 19103, 19104, 19105, 19106, 19107, 19108, 19109, 19110, 19111, 19112, 19113, 19114, 19115, 19116, 19117, 19118, 19119, 19120, 19121, 19122, 19123, 19124, 19125, 19126, 19127, 19128, 19129, 19130, 19131, 19132, 19133, 19134, 19135, 19136, 19137, 19138, 19139, 19140, 19141, 19142, 19143, 19144, 19145, 19146, 19147, 19148, 19149, 19150, 19151, 19152, 19153, 19154, 19155, 19156, 19157, 19158, 19159, 19160, 19161, 19162, 19163, 19164, 19165, 19166, 19167, 19168, 19169, 19170, 19171, 19172, 19173, 19174, 19175, 19176, 19177, 19178, 19179, 19180, 19181, 19182, 19183, 19184, 19185, 19186, 19187, 19188, 19189, 19190, 19191, 19192, 19193, 19194, 19195, 19196, 19197, 19198, 19199, 19200, 19201, 19202, 19203, 19204, 19205, 19206, 19207, 19208, 19209, 19210, 19211, 19212, 19213, 19214, 19215, 19216, 19217, 19218, 19219, 19220, 19222, 19223, 19224, 19225, 19226, 19227, 19228, 19229, 19230, 19231, 19232, 19233, 19234, 19235, 19236, 19237, 19238, 19239, 19240, 19241, 19242, 19243, 19244, 19245, 19246, 19248, 19249, 19250, 19251, 19252, 19253, 19254, 19255, 19256, 19257, 19258, 19259, 19260, 19261, 19262, 19263, 19264, 19265, 19266, 19267, 19268, 19269, 19270, 19271, 19272, 19273, 19274, 19275, 19276, 19277, 19278, 19279, 19280, 19281, 19282, 19283, 19284, 19285, 19286, 19287, 19288, 19289, 19290, 19291, 19292, 19293, 19294, 19295, 19296, 19297, 19298, 19299, 19300, 19301, 19302, 19303, 19304, 19305, 19306, 19307, 19308, 19309, 19310, 19311, 19312, 19313, 19314, 19315, 19316, 19317, 19318, 19319, 19320, 19321, 19322, 19324, 19325, 19326, 19327, 19328, 19329, 19330, 19331, 19332, 19333, 19334, 19335, 19336, 19337, 19338, 19339, 19340, 19341, 19342, 19343, 19344, 19345, 19346, 19347, 19348, 19349, 19350, 19351, 19352, 19353, 19354, 19355, 19356, 19358, 19359, 19360, 19361, 19362, 19363, 19364, 19365, 19366, 19367, 19368, 19369, 19370, 19371, 19372, 19373, 19374, 19375, 19376, 19377, 19378, 19379, 19380, 19381, 19382, 19383, 19384, 19385, 19386, 19387, 19388, 19389, 19390, 19391, 19392, 19393, 19394, 19395, 19396, 19397, 19398, 19399, 19400, 19401, 19402, 19403, 19404, 19405, 19406, 19407, 19408, 19409, 19410, 19411, 19412, 19413, 19414, 19415, 19416, 19417, 19418, 19419, 19420, 19421, 19423, 19424, 19425, 19426, 19427, 19428, 19429, 19430, 19431, 19432, 19433, 19434, 19435, 19436, 19437, 19438, 19439, 19440, 19441, 19442, 19443, 19444, 19445, 19447, 19448, 19449, 19450, 19451, 19452, 19453, 19454, 19455, 19456, 19457, 19458, 19459, 19460, 19461, 19462, 19463, 19464, 19465, 19466, 19467, 19468, 19469, 19470, 19471, 19472, 19473, 19474, 19475, 19476, 19477, 19478, 19479, 19480, 19481, 19482, 19483, 19485, 19486, 19487, 19488, 19489, 19490, 19491, 19492, 19493, 19494, 19495, 19496, 19497, 19498, 19499, 19500, 19501, 19502, 19503, 19504, 19505, 19506, 19507, 19508, 19509, 19510, 19511, 19512, 19513, 19514, 19515, 19516, 19517, 19518, 19519, 19520, 19521, 19522, 19523, 19524, 19525, 19526, 19527, 19528, 19529, 19530, 19531, 19532, 19533, 19534, 19535, 19536, 19537, 19538, 19539, 19540, 19541, 19542, 19543, 19544, 19545, 19546, 19547, 19548, 19549, 19550, 19551, 19552, 19553, 19554, 19555, 19556, 19557, 19558, 19559, 19560, 19561, 19563, 19564, 19565, 19566, 19567, 19568, 19569, 19570, 19571, 19572, 19573, 19574, 19575, 19576, 19577, 19578, 19579, 19580, 19581, 19582, 19583, 19584, 19585, 19586, 19587, 19588, 19589, 19590, 19591, 19592, 19593, 19594, 19595, 19596, 19597, 19599, 19600, 19601, 19602, 19603, 19604, 19605, 19606, 19607, 19608, 19609, 19610, 19611, 19612, 19613, 19614, 19615, 19616, 19617, 19618, 19619, 19620, 19621, 19622, 19623, 19624, 19625, 19626, 19627, 19628, 19629, 19630, 19631, 19632, 19633, 19634, 19635, 19636, 19637, 19638, 19639, 19640, 19641, 19642, 19643, 19644, 19645, 19646, 19647, 19648, 19649, 19650, 19651, 19652, 19653, 19654, 19655, 19656, 19657, 19658, 19659, 19660, 19661, 19662, 19663, 19664, 19665, 19666, 19667, 19668, 19669, 19670, 19671, 19672, 19673, 19674, 19675, 19676, 19678, 19679, 19680, 19681, 19682, 19683, 19684, 19685, 19686, 19687, 19688, 19689, 19690, 19691, 19692, 19693, 19694, 19695, 19696, 19697, 19698, 19699, 19700, 19701, 19702, 19703, 19704, 19705, 19706, 19707, 19708, 19709, 19710, 19711, 19712, 19713, 19714, 19715, 19716, 19717, 19718, 19719, 19720, 19721, 19722, 19723, 19724, 19725, 19726, 19727, 19728, 19729, 19730, 19731, 19732, 19733, 19735, 19736, 19737, 19738, 19739, 19740, 19741, 19742, 19743, 19744, 19745, 19746, 19747, 19748, 19749, 19750, 19751, 19752, 19753, 19754, 19755, 19756, 19757, 19758, 19759, 19760, 19761, 19763, 19764, 19765, 19766, 19767, 19768, 19769, 19770, 19771, 19772, 19773, 19774, 19775, 19776, 19777, 19778, 19779, 19781, 19782, 19783, 19784, 19785, 19786, 19787, 19788, 19789, 19790, 19791, 19792, 19793, 19794, 19795, 19796, 19797, 19798, 19799, 19800, 19801, 19802, 19803, 19804, 19805, 19806, 19807, 19808, 19809, 19810, 19811, 19812, 19813, 19814, 19815, 19816, 19817, 19818, 19819, 19820, 19821, 19822, 19823, 19824, 19825, 19826, 19827, 19828, 19829, 19830, 19831, 19832, 19833, 19834, 19835, 19836, 19837, 19838, 19839, 19840, 19841, 19842, 19843, 19844, 19845, 19847, 19848, 19849, 19850, 19851, 19852, 19853, 19854, 19855, 19856, 19857, 19858, 19859, 19860, 19861, 19863, 19864, 19865, 19866, 19867, 19868, 19869, 19870, 19871, 19872, 19873, 19874, 19875, 19876, 19877, 19878, 19879, 19880, 19881, 19882, 19883, 19884, 19885, 19886, 19887, 19888, 19889, 19890, 19891, 19892, 19893, 19894, 19895, 19896, 19897, 19898, 19899, 19900, 19901, 19902, 19903, 19904, 19905, 19906, 19907, 19908, 19909, 19910, 19911, 19912, 19913, 19914, 19915, 19916, 19918, 19919, 19920, 19921, 19922, 19923, 19924, 19925, 19926, 19927, 19928, 19929, 19930, 19931, 19932, 19933, 19934, 19935, 19936, 19937, 19938, 19939, 19940, 19941, 19942, 19943, 19944, 19945, 19946, 19947, 19948, 19949, 19950, 19951, 19952, 19954, 19955, 19956, 19958, 19959, 19960, 19961, 19962, 19963, 19964, 19965, 19966, 19967, 19968, 19969, 19970, 19971, 19973, 19974, 19975, 19976, 19977, 19978, 19979, 19980, 19981, 19982, 19983, 19984, 19985, 19986, 19987, 19988, 19989, 19990, 19991, 19992, 19993, 19994, 19995, 19996, 19997, 19998, 19999, 20000, 20001, 20002, 20003, 20004, 20005, 20006, 20007, 20008, 20009, 20010, 20011, 20012, 20013, 20014, 20015, 20016, 20017, 20018, 20019, 20020, 20021, 20022, 20023, 20024, 20025, 20026, 20027, 20028, 20029, 20030, 20031, 20032, 20033, 20034, 20035, 20036, 20037, 20038, 20039, 20040, 20041, 20042, 20043, 20044, 20045, 20046, 20047, 20048, 20049, 20050, 20051, 20052, 20053, 20054, 20055, 20056, 20057, 20058, 20059, 20060, 20061, 20062, 20063, 20064, 20065, 20066, 20067, 20068, 20069, 20070, 20071, 20072, 20074, 20075, 20076, 20078, 20079, 20080, 20081, 20082, 20083, 20084, 20085, 20086, 20087, 20088, 20089, 20090, 20091, 20093, 20094, 20095, 20096, 20097, 20098, 20099, 20100, 20101, 20102, 20103, 20104, 20105, 20106, 20107, 20108, 20109, 20110, 20111, 20112, 20113, 20114, 20115, 20116, 20117, 20118, 20119, 20120, 20122, 20123, 20124, 20125, 20126, 20127, 20128, 20129, 20130, 20131, 20132, 20133, 20134, 20135, 20136, 20137, 20138, 20139, 20140, 20141, 20142, 20143, 20144, 20145, 20146, 20147, 20148, 20149, 20150, 20151, 20152, 20153, 20154, 20155, 20156, 20157, 20158, 20159, 20160, 20161, 20162, 20163, 20164, 20165, 20166, 20167, 20168, 20169, 20170, 20171, 20172, 20173, 20174, 20175, 20176, 20177, 20178, 20179, 20180, 20181, 20182, 20183, 20184, 20185, 20186, 20187, 20188, 20189, 20190, 20191, 20192, 20193, 20194, 20195, 20196, 20197, 20198, 20199, 20200, 20201, 20202, 20203, 20204, 20205, 20206, 20207, 20208, 20209, 20210, 20211, 20212, 20213, 20214, 20215, 20216, 20217, 20218, 20219, 20220, 20221, 20222, 20223, 20224, 20225, 20226, 20227, 20229, 20230, 20231, 20232, 20233, 20234, 20235, 20236, 20237, 20238, 20239, 20240, 20241, 20242, 20243, 20244, 20245, 20246, 20247, 20248, 20249, 20250, 20251, 20252, 20253, 20255, 20256, 20257, 20258, 20259, 20260, 20261, 20262, 20263, 20264, 20265, 20267, 20268, 20269, 20270, 20271, 20272, 20273, 20274, 20275, 20276, 20277, 20278, 20279, 20280, 20281, 20282, 20283, 20284, 20285, 20286, 20287, 20288, 20289, 20290, 20291, 20292, 20293, 20294, 20295, 20296, 20297, 20298, 20299, 20300, 20301, 20302, 20303, 20304, 20305, 20306, 20307, 20308, 20309, 20310, 20311, 20312, 20313, 20314, 20315, 20316, 20317, 20318, 20319, 20320, 20321, 20322, 20323, 20324, 20325, 20326, 20327, 20328, 20329, 20330, 20331, 20332, 20333, 20334, 20335, 20336, 20337, 20338, 20339, 20340, 20341, 20342, 20343, 20344, 20345, 20346, 20347, 20348, 20349, 20350, 20351, 20352, 20353, 20354, 20355, 20356, 20357, 20358, 20359, 20360, 20361, 20362, 20363, 20364, 20365, 20366, 20367, 20368, 20369, 20370, 20371, 20372, 20373, 20374, 20375, 20376, 20377, 20378, 20379, 20380, 20381, 20382, 20383, 20384, 20385, 20386, 20388, 20389, 20390, 20391, 20392, 20393, 20394, 20395, 20397, 20398, 20399, 20400, 20401, 20402, 20403, 20404, 20405, 20406, 20407, 20408, 20409, 20410, 20411, 20412, 20413, 20414, 20415, 20416, 20417, 20418, 20419, 20420, 20421, 20422, 20423, 20424, 20425, 20426, 20427, 20428, 20430, 20431, 20432, 20433, 20434, 20435, 20436, 20437, 20438, 20439, 20440, 20441, 20442, 20443, 20444, 20445, 20446, 20447, 20448, 20449, 20450, 20451, 20452, 20453, 20454, 20455, 20456, 20457, 20458, 20459, 20460, 20461, 20462, 20463, 20464, 20465, 20466, 20467, 20468, 20469, 20470, 20471, 20472, 20473, 20474, 20475, 20476, 20477, 20478, 20479, 20480, 20482, 20483, 20484, 20485, 20486, 20487, 20488, 20489, 20490, 20491, 20492, 20493, 20494, 20495, 20496, 20497, 20498, 20499, 20500, 20501, 20502, 20503, 20504, 20505, 20506, 20507, 20508, 20509, 20510, 20511, 20512, 20513, 20514, 20515, 20516, 20518, 20519, 20520, 20521, 20522, 20523, 20524, 20525, 20526, 20527, 20528, 20529, 20530, 20531, 20532, 20533, 20534, 20535, 20536, 20537, 20538, 20539, 20540, 20541, 20542, 20543, 20544, 20545, 20546, 20548, 20549, 20550, 20551, 20552, 20553, 20554, 20555, 20556, 20557, 20558, 20559, 20560, 20561, 20562, 20563, 20564, 20565, 20566, 20567, 20568, 20569, 20570, 20571, 20572, 20573, 20574, 20575, 20576, 20577, 20578, 20579, 20580, 20581, 20582, 20583, 20584, 20585, 20586, 20587, 20588, 20589, 20590, 20591, 20592, 20593, 20594, 20595, 20596, 20597, 20598, 20599, 20600, 20601, 20602, 20603, 20604, 20605, 20606, 20607, 20609, 20610, 20611, 20612, 20613, 20614, 20615, 20616, 20617, 20618, 20619, 20620, 20621, 20622, 20623, 20624, 20625, 20626, 20627, 20628, 20629, 20630, 20631, 20632, 20633, 20634, 20635, 20636, 20637, 20638, 20639, 20640, 20641, 20642, 20643, 20644, 20645, 20646, 20647, 20648, 20649, 20650, 20651, 20652, 20653, 20654, 20655, 20656, 20657, 20658, 20659, 20660, 20661, 20662, 20663, 20664, 20665, 20666, 20667, 20668, 20669, 20670, 20671, 20672, 20673, 20674, 20675, 20676, 20677, 20678, 20679, 20680, 20681, 20682, 20683, 20684, 20685, 20686, 20687, 20688, 20689, 20690, 20691, 20692, 20693, 20694, 20695, 20696, 20697, 20698, 20699, 20700, 20701, 20702, 20703, 20704, 20705, 20706, 20707, 20708, 20709, 20710, 20711, 20712, 20713, 20714, 20715, 20716, 20717, 20718, 20719, 20720, 20721, 20722, 20723, 20724, 20725, 20726, 20727, 20728, 20729, 20730, 20731, 20732, 20733, 20734, 20735, 20736, 20737, 20738, 20739, 20740, 20741, 20742, 20743, 20744, 20745, 20746, 20747, 20748, 20749, 20750, 20751, 20752, 20753, 20754, 20755, 20756, 20757, 20758, 20759, 20760, 20761, 20762, 20763, 20764, 20765, 20766, 20767, 20768, 20769, 20770, 20771, 20772, 20773, 20774, 20775, 20776, 20777, 20778, 20779, 20780, 20781, 20782, 20783, 20784, 20785, 20786, 20787, 20788, 20789, 20790, 20792, 20793, 20794, 20795, 20796, 20797, 20798, 20799, 20800, 20801, 20802, 20803, 20804, 20805, 20806, 20807, 20808, 20809, 20810, 20811, 20812, 20813, 20814, 20815, 20816, 20817, 20818, 20819, 20820, 20821, 20822, 20823, 20824, 20825, 20826, 20827, 20828, 20829, 20830, 20831, 20832, 20833, 20834, 20835, 20836, 20837, 20838, 20839, 20840, 20841, 20842, 20843, 20844, 20845, 20846, 20847, 20848, 20849, 20850, 20851, 20852, 20853, 20854, 20855, 20856, 20857, 20858, 20859, 20860, 20861, 20862, 20863, 20864, 20865, 20866, 20867, 20868, 20869, 20870, 20872, 20873, 20874, 20875, 20876, 20877, 20878, 20879, 20880, 20881, 20882, 20883, 20884, 20885, 20886, 20887, 20888, 20889, 20890, 20891, 20892, 20893, 20894, 20895, 20896, 20897, 20898, 20899, 20900, 20901, 20902, 20903, 20904, 20905, 20906, 20907, 20908, 20909, 20910, 20911, 20912, 20913, 20914, 20915, 20916, 20917, 20918, 20919, 20920, 20921, 20922, 20923, 20925, 20926, 20927, 20928, 20929, 20930, 20931, 20932, 20933, 20934, 20935, 20936, 20937, 20938, 20939, 20940, 20941, 20942, 20943, 20944, 20945, 20946, 20947, 20948, 20949, 20950, 20951, 20952, 20953, 20954, 20955, 20956, 20957, 20958, 20959, 20960, 20961, 20962, 20963, 20964, 20965, 20966, 20967, 20968, 20969, 20970, 20971, 20972, 20973, 20974, 20975, 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diff --git a/train/math-sampled/split_363-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/math-sampled/split_363-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..2983b94d3e340d2b3fcbe8e5ce3470822b94ec6a
--- /dev/null
+++ b/train/math-sampled/split_363-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": 52464640, "hashes": {}}, "samples": 30000, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00000.mds.zstd", "bytes": 11421383, "hashes": {}}}], "version": 2}
\ No newline at end of file
diff --git a/train/math-sampled/split_363-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/math-sampled/split_363-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..a39aff0c1b5b0e983959d0ac0035b4fc27033fdd
--- /dev/null
+++ b/train/math-sampled/split_363-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
@@ -0,0 +1 @@
+{"total_duplicated_tokens": 0, "total_tokens_written": 12831679, "total_tokens_skipped": 0, "percentiles": {"0th": 136, "10th": 266, "20th": 303, "30th": 335, "40th": 366, "50th": 397, "60th": 432, "70th": 473, "80th": 525, "90th": 615, "95th": 718, "99th": 1058, "100th": 1342}}
\ No newline at end of file
diff --git a/train/math-sampled/split_363-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/math-sampled/split_363-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..f301a10f74952c886f7466cdebc9bfc818d28d2b
--- /dev/null
+++ b/train/math-sampled/split_363-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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diff --git a/train/math-sampled/split_370-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/math-sampled/split_370-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..472a7b8c9265084108049868520e5bd4fac7c1bb
--- /dev/null
+++ b/train/math-sampled/split_370-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/math-sampled/split_370-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/math-sampled/split_370-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..81860bed8d6b04f4a5d959df34d22ce8ce731820
--- /dev/null
+++ b/train/math-sampled/split_370-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/math-sampled/split_370-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/math-sampled/split_370-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..3328110f691e132a7bd78a81f722cea99468fa06
--- /dev/null
+++ b/train/math-sampled/split_370-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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diff --git a/train/math-sampled/split_435-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/math-sampled/split_435-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..0da958aea2e3263471be676cf40a72cb992e4e10
--- /dev/null
+++ b/train/math-sampled/split_435-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/math-sampled/split_435-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/math-sampled/split_435-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd8b37515f666fd60dc583810f6db37a366df27a
--- /dev/null
+++ b/train/math-sampled/split_435-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/math-sampled/split_435-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/math-sampled/split_435-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..a287a833cf1e2df23cdf0ca795e0012391d45c31
--- /dev/null
+++ b/train/math-sampled/split_435-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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diff --git a/train/math-sampled/split_551-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/math-sampled/split_551-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..e03512bd289bfb681c3fa5b0b3537c727a034a5d
--- /dev/null
+++ b/train/math-sampled/split_551-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": 48197037, "hashes": {}}, "samples": 30000, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00000.mds.zstd", "bytes": 10353858, "hashes": {}}}], "version": 2}
\ No newline at end of file
diff --git a/train/math-sampled/split_551-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/math-sampled/split_551-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..b7a3d163f1257d215b83e2c2b24eb6970b79aadb
--- /dev/null
+++ b/train/math-sampled/split_551-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
@@ -0,0 +1 @@
+{"total_duplicated_tokens": 0, "total_tokens_written": 11764687, "total_tokens_skipped": 0, "percentiles": {"0th": 147, "10th": 269, "20th": 296, "30th": 319, "40th": 343, "50th": 366, "60th": 390, "70th": 419, "80th": 461, "90th": 538, "95th": 628, "99th": 944, "100th": 1343}}
\ No newline at end of file
diff --git a/train/math-sampled/split_551-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/math-sampled/split_551-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..45ea9ff2f1dedb4d79529d49d5c97f2f4f0c930a
--- /dev/null
+++ b/train/math-sampled/split_551-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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diff --git a/train/math-sampled/split_561-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/math-sampled/split_561-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..525984b5ec5827ce90bbcec3c327aab62061bcdd
--- /dev/null
+++ b/train/math-sampled/split_561-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/math-sampled/split_561-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/math-sampled/split_561-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..fb8b09fa78f557ea9b17e664d77bc332323622f3
--- /dev/null
+++ b/train/math-sampled/split_561-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/math-sampled/split_561-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/math-sampled/split_561-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..f3f3828b0c4958d374bf1e7c7f43b379bfc35b01
--- /dev/null
+++ b/train/math-sampled/split_561-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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diff --git a/train/math-sampled/split_642-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/math-sampled/split_642-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..87a16322b13d3e4faac7aaf768853703b7ead46b
--- /dev/null
+++ b/train/math-sampled/split_642-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/math-sampled/split_642-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/math-sampled/split_642-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f4afaa0eeade2eade6593dd94d96281b60794b9
--- /dev/null
+++ b/train/math-sampled/split_642-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/math-sampled/split_642-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/math-sampled/split_642-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..32713325f246a35777e71d1c0e873d308e24137b
--- /dev/null
+++ b/train/math-sampled/split_642-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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diff --git a/train/math-sampled/split_7-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/math-sampled/split_7-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..869566e56ea4ada2893e2652f182b4554770ec30
--- /dev/null
+++ b/train/math-sampled/split_7-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/math-sampled/split_7-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/math-sampled/split_7-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..6fbab9cd3858a074b5d1129d26f0d9036e077392
--- /dev/null
+++ b/train/math-sampled/split_7-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
@@ -0,0 +1 @@
+{"total_duplicated_tokens": 0, "total_tokens_written": 20815621, "total_tokens_skipped": 0, "percentiles": {"0th": 12, "10th": 15, "20th": 15, "30th": 15, "40th": 561, "50th": 841, "60th": 945, "70th": 1044, "80th": 1169, "90th": 1363, "95th": 1549, "99th": 2030, "100th": 8190}}
\ No newline at end of file
diff --git a/train/math-sampled/split_7-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/math-sampled/split_7-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad94cd1c10058aa4dc8f83e7d8f68d1910151b56
--- /dev/null
+++ b/train/math-sampled/split_7-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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20183, 20185, 20187, 20189, 20190, 20192, 20194, 20200, 20201, 20202, 20203, 20207, 20208, 20209, 20211, 20212, 20215, 20216, 20218, 20219, 20220, 20221, 20222, 20223, 20228, 20233, 20234, 20235, 20236, 20241, 20243, 20245, 20247, 20249, 20250, 20252, 20253, 20257, 20258, 20259, 20261, 20262, 20263, 20272, 20273, 20274, 20276, 20277, 20278, 20280, 20282, 20283, 20285, 20287, 20291, 20292, 20296, 20300, 20303, 20305, 20306, 20308, 20309, 20310, 20312, 20313, 20316, 20317, 20318, 20320, 20324, 20325, 20326, 20331, 20334, 20335, 20339, 20340, 20341, 20342, 20344, 20345, 20347, 20348, 20349, 20350, 20351, 20352, 20357, 20361, 20362, 20366, 20367, 20368, 20369, 20370, 20372, 20373, 20374, 20376, 20377, 20379, 20380, 20381, 20382, 20384, 20386, 20387, 20388, 20389, 20390, 20391, 20392, 20394, 20397, 20398, 20399, 20400, 20402, 20404, 20407, 20408, 20410, 20412, 20413, 20415, 20416, 20417, 20418, 20419, 20420, 20421, 20423, 20426, 20427, 20430, 20431, 20432, 20433, 20434, 20435, 20436, 20437, 20438, 20439, 20442, 20446, 20448, 20450, 20451, 20452, 20453, 20456, 20457, 20461, 20463, 20465, 20467, 20468, 20469, 20471, 20472, 20475, 20478, 20480, 20481, 20483, 20485, 20492, 20493, 20494, 20495, 20497, 20499, 20500, 20505, 20507, 20508, 20509, 20510, 20515, 20516, 20517, 20518, 20519, 20522, 20524, 20525, 20527, 20530, 20533, 20534, 20535, 20537, 20541, 20544, 20546, 20547, 20548, 20549, 20550, 20554, 20555, 20559, 20560, 20561, 20562, 20564, 20565, 20566, 20567, 20568, 20570, 20571, 20574, 20575, 20576, 20577, 20578, 20581, 20583, 20588, 20589, 20590, 20592, 20594, 20597, 20598, 20599, 20602, 20603, 20607, 20608, 20609, 20610, 20613, 20615, 20617, 20618, 20620, 20621, 20623, 20624, 20625, 20626, 20628, 20630, 20637, 20643, 20644, 20648, 20649, 20651, 20653, 20654, 20656, 20658, 20660, 20661, 20662, 20666, 20667, 20668, 20671, 20672, 20674, 20675, 20676, 20677, 20678, 20679, 20682, 20683, 20684, 20685, 20686, 20688, 20689, 20690, 20691, 20693, 20695, 20696, 20697, 20698, 20699, 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diff --git a/train/math-sampled/split_85-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/math-sampled/split_85-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..402a6e2c7690a3a9e5b063d76a035001257e2293
--- /dev/null
+++ b/train/math-sampled/split_85-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/math-sampled/split_85-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/math-sampled/split_85-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..953d977855cdfcbe40c599def189e71f0441c4d6
--- /dev/null
+++ b/train/math-sampled/split_85-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/math-sampled/split_85-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/math-sampled/split_85-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..be9e6fbe56112d696a75c70e20d4af532b7ab289
--- /dev/null
+++ b/train/math-sampled/split_85-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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19178, 19179, 19180, 19181, 19182, 19183, 19184, 19185, 19186, 19187, 19189, 19190, 19191, 19192, 19193, 19194, 19195, 19196, 19197, 19198, 19200, 19201, 19202, 19203, 19205, 19206, 19207, 19208, 19209, 19210, 19212, 19214, 19215, 19216, 19217, 19218, 19220, 19221, 19222, 19223, 19224, 19225, 19226, 19227, 19231, 19232, 19233, 19234, 19235, 19237, 19239, 19242, 19243, 19245, 19246, 19247, 19248, 19249, 19250, 19251, 19252, 19254, 19256, 19257, 19258, 19260, 19262, 19263, 19264, 19265, 19267, 19268, 19269, 19271, 19272, 19273, 19274, 19275, 19276, 19277, 19278, 19279, 19281, 19282, 19283, 19285, 19287, 19288, 19289, 19291, 19292, 19293, 19294, 19295, 19296, 19297, 19298, 19299, 19300, 19301, 19302, 19303, 19304, 19305, 19306, 19307, 19308, 19309, 19310, 19311, 19312, 19313, 19314, 19315, 19318, 19319, 19320, 19322, 19323, 19324, 19326, 19327, 19328, 19329, 19330, 19331, 19333, 19334, 19335, 19336, 19337, 19338, 19339, 19340, 19342, 19345, 19346, 19347, 19348, 19350, 19351, 19352, 19353, 19354, 19355, 19357, 19358, 19359, 19360, 19361, 19362, 19364, 19366, 19368, 19369, 19370, 19371, 19372, 19373, 19374, 19376, 19378, 19379, 19380, 19381, 19382, 19384, 19385, 19386, 19387, 19388, 19389, 19391, 19392, 19393, 19394, 19395, 19396, 19398, 19401, 19403, 19404, 19405, 19406, 19407, 19408, 19409, 19411, 19412, 19413, 19414, 19415, 19417, 19418, 19419, 19420, 19421, 19422, 19423, 19425, 19426, 19427, 19429, 19430, 19431, 19434, 19436, 19438, 19439, 19440, 19441, 19442, 19444, 19446, 19447, 19449, 19450, 19453, 19454, 19455, 19458, 19459, 19460, 19463, 19464, 19465, 19466, 19468, 19469, 19470, 19471, 19473, 19474, 19475, 19477, 19478, 19479, 19480, 19481, 19482, 19483, 19484, 19485, 19487, 19488, 19489, 19490, 19492, 19493, 19494, 19495, 19496, 19497, 19500, 19501, 19502, 19503, 19504, 19506, 19507, 19509, 19511, 19514, 19515, 19516, 19517, 19518, 19519, 19521, 19522, 19523, 19525, 19526, 19527, 19528, 19530, 19531, 19532, 19533, 19535, 19536, 19537, 19539, 19540, 19541, 19542, 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20972, 20973, 20975, 20977, 20978, 20979, 20980, 20981, 20984, 20985, 20986, 20987, 20988, 20989, 20990, 20991, 20992, 20993, 20994, 20995, 20996, 20997, 20998, 20999, 21001, 21002, 21003, 21004, 21005, 21006, 21007, 21008, 21011, 21012, 21013, 21014, 21017, 21018, 21019, 21020, 21022, 21024, 21025, 21026, 21027, 21028, 21031, 21032, 21033, 21034, 21035, 21036, 21037, 21038, 21039, 21040, 21041, 21043, 21044, 21045, 21046, 21047, 21048, 21049, 21051, 21052, 21054, 21055, 21056, 21057, 21058, 21059, 21060, 21062, 21064, 21065, 21066, 21067, 21068, 21070, 21071, 21073, 21075, 21076, 21077, 21078, 21079, 21081, 21082, 21084, 21085, 21086, 21087, 21089, 21090, 21091, 21092, 21093, 21094, 21095, 21096, 21097, 21098, 21099, 21100, 21101, 21103, 21104, 21105, 21106, 21108, 21110, 21111, 21112, 21113, 21114, 21116, 21117, 21119, 21120, 21121, 21122, 21123, 21126, 21127, 21128, 21129, 21130, 21131, 21132, 21134, 21135, 21136, 21138, 21139, 21140, 21141, 21142, 21143, 21145, 21146, 21147, 21148, 21149, 21150, 21153, 21154, 21156, 21157, 21159, 21160, 21162, 21163, 21164, 21165, 21167, 21170, 21171, 21172, 21173, 21174, 21175, 21176, 21177, 21178, 21179, 21180, 21181, 21182, 21183, 21185, 21186, 21187, 21188, 21190, 21191, 21192, 21195, 21196, 21197, 21200, 21201, 21202, 21203, 21204, 21205, 21206, 21208, 21209, 21210, 21212, 21213, 21214, 21215, 21216, 21217, 21218, 21219, 21220, 21221, 21222, 21223, 21224, 21225, 21226, 21228, 21230, 21233, 21234, 21235, 21237, 21238, 21240, 21241, 21242, 21243, 21244, 21245, 21248, 21249, 21250, 21251, 21252, 21254, 21255, 21257, 21258, 21259, 21260, 21261, 21262, 21263, 21264, 21265, 21266, 21267, 21268, 21269, 21270, 21272, 21273, 21274, 21275, 21276, 21277, 21278, 21279, 21280, 21281, 21282, 21285, 21286, 21287, 21289, 21290, 21291, 21292, 21293, 21294, 21295, 21296, 21297, 21298, 21299, 21301, 21302, 21303, 21304, 21305, 21307, 21308, 21309, 21311, 21313, 21314, 21315, 21316, 21317, 21318, 21319, 21320, 21321, 21322, 21323, 21324, 21325, 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