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25986]}
\ No newline at end of file
diff --git a/train/books-gutenberg-dup-sampled-decay/shard_00002-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/books-gutenberg-dup-sampled-decay/shard_00002-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e55ff89fef22c5dbff876bc928c4adb72f9914f
--- /dev/null
+++ b/train/books-gutenberg-dup-sampled-decay/shard_00002-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": 67085132, "hashes": {}}, "samples": 2251, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00000.mds.zstd", "bytes": 25231063, "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": 67106491, "hashes": {}}, "samples": 2321, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00001.mds.zstd", "bytes": 25217645, "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": 67078348, "hashes": {}}, "samples": 2299, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00002.mds.zstd", "bytes": 25254019, "hashes": {}}}, {"column_encodings": ["str", "ndarray:uint32"], "column_names": ["id", "input_ids"], "column_sizes": [null, null], "compression": "zstd", "format": "mds", "hashes": [], "raw_data": {"basename": "shard.00003.mds", "bytes": 67094536, "hashes": {}}, "samples": 2252, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00003.mds.zstd", "bytes": 24964942, "hashes": {}}}, {"column_encodings": ["str", "ndarray:uint32"], "column_names": ["id", "input_ids"], "column_sizes": [null, null], "compression": "zstd", "format": "mds", "hashes": [], "raw_data": {"basename": "shard.00004.mds", "bytes": 67101762, "hashes": {}}, "samples": 2250, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00004.mds.zstd", "bytes": 24914337, "hashes": {}}}, {"column_encodings": ["str", "ndarray:uint32"], "column_names": ["id", "input_ids"], "column_sizes": [null, null], "compression": "zstd", "format": "mds", "hashes": [], "raw_data": {"basename": "shard.00005.mds", "bytes": 67087056, "hashes": {}}, "samples": 2303, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00005.mds.zstd", "bytes": 25454992, "hashes": {}}}, {"column_encodings": ["str", "ndarray:uint32"], "column_names": ["id", "input_ids"], "column_sizes": [null, null], "compression": "zstd", "format": "mds", "hashes": [], "raw_data": {"basename": "shard.00006.mds", "bytes": 67098348, "hashes": {}}, "samples": 2281, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00006.mds.zstd", "bytes": 25097096, "hashes": {}}}, {"column_encodings": ["str", "ndarray:uint32"], "column_names": ["id", "input_ids"], "column_sizes": [null, null], "compression": "zstd", "format": "mds", "hashes": [], "raw_data": {"basename": "shard.00007.mds", "bytes": 67095181, "hashes": {}}, "samples": 2345, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00007.mds.zstd", "bytes": 24905101, "hashes": {}}}, {"column_encodings": ["str", "ndarray:uint32"], "column_names": ["id", "input_ids"], "column_sizes": [null, null], "compression": "zstd", "format": "mds", "hashes": [], "raw_data": {"basename": "shard.00008.mds", "bytes": 67103030, "hashes": {}}, "samples": 2326, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00008.mds.zstd", "bytes": 25491163, "hashes": {}}}, {"column_encodings": ["str", "ndarray:uint32"], "column_names": ["id", "input_ids"], "column_sizes": [null, null], "compression": "zstd", "format": "mds", "hashes": [], "raw_data": {"basename": "shard.00009.mds", "bytes": 67083696, "hashes": {}}, "samples": 2340, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00009.mds.zstd", "bytes": 25156020, "hashes": {}}}, {"column_encodings": ["str", "ndarray:uint32"], "column_names": ["id", "input_ids"], "column_sizes": [null, null], "compression": "zstd", "format": "mds", "hashes": [], "raw_data": {"basename": "shard.00010.mds", "bytes": 57941042, "hashes": {}}, "samples": 1989, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00010.mds.zstd", "bytes": 22041620, "hashes": {}}}], "version": 2}
\ No newline at end of file
diff --git a/train/books-gutenberg-dup-sampled-decay/shard_00002-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/books-gutenberg-dup-sampled-decay/shard_00002-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..d9b2ce3473b700e528863f72f133863c73262e1d
--- /dev/null
+++ b/train/books-gutenberg-dup-sampled-decay/shard_00002-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
@@ -0,0 +1 @@
+{"total_duplicated_tokens": 0, "total_tokens_written": 182093305, "total_tokens_skipped": 52, "percentiles": {"0th": 2, "10th": 3639, "20th": 7739, "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-decay/shard_00002-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/books-gutenberg-dup-sampled-decay/shard_00002-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ef35272d36ff4c24fbe6baf5f177ff6ace06b0d
--- /dev/null
+++ b/train/books-gutenberg-dup-sampled-decay/shard_00002-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/train/books-gutenberg-dup-sampled-decay/shard_00003-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/books-gutenberg-dup-sampled-decay/shard_00003-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..d5c64f5ea7730c8fc99f64742ce67d3b035adcd4
--- /dev/null
+++ b/train/books-gutenberg-dup-sampled-decay/shard_00003-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": 67102383, "hashes": {}}, "samples": 2321, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00000.mds.zstd", "bytes": 25482095, "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": 67100919, "hashes": {}}, "samples": 2295, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00001.mds.zstd", "bytes": 25542998, "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": 67083532, "hashes": {}}, "samples": 2259, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00002.mds.zstd", "bytes": 25255220, "hashes": {}}}, {"column_encodings": ["str", "ndarray:uint32"], "column_names": ["id", "input_ids"], "column_sizes": [null, null], "compression": "zstd", "format": "mds", "hashes": [], "raw_data": {"basename": "shard.00003.mds", "bytes": 67086303, "hashes": {}}, "samples": 2258, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00003.mds.zstd", "bytes": 24466830, "hashes": {}}}, {"column_encodings": ["str", "ndarray:uint32"], "column_names": ["id", "input_ids"], "column_sizes": [null, null], "compression": "zstd", "format": "mds", "hashes": [], "raw_data": {"basename": "shard.00004.mds", "bytes": 67091289, "hashes": {}}, "samples": 2257, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00004.mds.zstd", "bytes": 24804647, "hashes": {}}}, {"column_encodings": ["str", "ndarray:uint32"], "column_names": ["id", "input_ids"], "column_sizes": [null, null], "compression": "zstd", "format": "mds", "hashes": [], "raw_data": {"basename": "shard.00005.mds", "bytes": 67106702, "hashes": {}}, "samples": 2331, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00005.mds.zstd", "bytes": 25417493, "hashes": {}}}, {"column_encodings": ["str", "ndarray:uint32"], "column_names": ["id", "input_ids"], "column_sizes": [null, null], "compression": "zstd", "format": "mds", "hashes": [], "raw_data": {"basename": "shard.00006.mds", "bytes": 67088357, "hashes": {}}, "samples": 2308, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00006.mds.zstd", "bytes": 24145556, "hashes": {}}}, {"column_encodings": ["str", "ndarray:uint32"], "column_names": ["id", "input_ids"], "column_sizes": [null, null], "compression": "zstd", "format": "mds", "hashes": [], "raw_data": {"basename": "shard.00007.mds", "bytes": 67096023, "hashes": {}}, "samples": 2239, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00007.mds.zstd", "bytes": 22823497, "hashes": {}}}, {"column_encodings": ["str", "ndarray:uint32"], "column_names": ["id", "input_ids"], "column_sizes": [null, null], "compression": "zstd", "format": "mds", "hashes": [], "raw_data": {"basename": "shard.00008.mds", "bytes": 67102766, "hashes": {}}, "samples": 2274, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00008.mds.zstd", "bytes": 25055427, "hashes": {}}}, {"column_encodings": ["str", "ndarray:uint32"], "column_names": ["id", "input_ids"], "column_sizes": [null, null], "compression": "zstd", "format": "mds", "hashes": [], "raw_data": {"basename": "shard.00009.mds", "bytes": 67108630, "hashes": {}}, "samples": 2308, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00009.mds.zstd", "bytes": 25559293, "hashes": {}}}, {"column_encodings": ["str", "ndarray:uint32"], "column_names": ["id", "input_ids"], "column_sizes": [null, null], "compression": "zstd", "format": "mds", "hashes": [], "raw_data": {"basename": "shard.00010.mds", "bytes": 67104552, "hashes": {}}, "samples": 2284, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00010.mds.zstd", "bytes": 24975287, "hashes": {}}}, {"column_encodings": ["str", "ndarray:uint32"], "column_names": ["id", "input_ids"], "column_sizes": [null, null], "compression": "zstd", "format": "mds", "hashes": [], "raw_data": {"basename": "shard.00011.mds", "bytes": 36288328, "hashes": {}}, "samples": 1221, "size_limit": 67108864, "version": 2, "zip_data": {"basename": "shard.00011.mds.zstd", "bytes": 12829967, "hashes": {}}}], "version": 2}
\ No newline at end of file
diff --git a/train/books-gutenberg-dup-sampled-decay/shard_00003-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/books-gutenberg-dup-sampled-decay/shard_00003-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..d32709b6c36121df18faf9a263cc31b07d878586
--- /dev/null
+++ b/train/books-gutenberg-dup-sampled-decay/shard_00003-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
@@ -0,0 +1 @@
+{"total_duplicated_tokens": 0, "total_tokens_written": 193457558, "total_tokens_skipped": 89, "percentiles": {"0th": 4, "10th": 3841, "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-decay/shard_00003-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/books-gutenberg-dup-sampled-decay/shard_00003-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..02ed9da199c008ee99aef7e8c3d6c8961501edf9
--- /dev/null
+++ b/train/books-gutenberg-dup-sampled-decay/shard_00003-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/train/books-gutenberg-dup-sampled-decay/shard_00004-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/books-gutenberg-dup-sampled-decay/shard_00004-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..c1b2a79ba2e6e201258124168073dd155318b372
--- /dev/null
+++ b/train/books-gutenberg-dup-sampled-decay/shard_00004-tokenized-chunked-8192-512-32-backfill-nodups/index.json
@@ -0,0 +1 @@
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diff --git a/train/books-gutenberg-dup-sampled-decay/shard_00004-tokenized-chunked-8192-512-32-backfill-nodups/shard.00011.mds b/train/books-gutenberg-dup-sampled-decay/shard_00004-tokenized-chunked-8192-512-32-backfill-nodups/shard.00011.mds
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diff --git a/train/books-gutenberg-dup-sampled-decay/shard_00004-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/books-gutenberg-dup-sampled-decay/shard_00004-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
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diff --git a/train/books-gutenberg-dup-sampled-decay/shard_00004-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/books-gutenberg-dup-sampled-decay/shard_00004-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-decay/shard_00005-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/books-gutenberg-dup-sampled-decay/shard_00005-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..322fbccf8915306e36a8c983a083bcb074222f3f
--- /dev/null
+++ b/train/books-gutenberg-dup-sampled-decay/shard_00005-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/books-gutenberg-dup-sampled-decay/shard_00005-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/books-gutenberg-dup-sampled-decay/shard_00005-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..d279e210089a3dba4650da1d5fd6f0df313178bb
--- /dev/null
+++ b/train/books-gutenberg-dup-sampled-decay/shard_00005-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
@@ -0,0 +1 @@
+{"total_duplicated_tokens": 0, "total_tokens_written": 199912987, "total_tokens_skipped": 82, "percentiles": {"0th": 2, "10th": 4006, "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-decay/shard_00005-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/books-gutenberg-dup-sampled-decay/shard_00005-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..6c1aa729326e40c9415157f852b7fab70b9f94ed
--- /dev/null
+++ b/train/books-gutenberg-dup-sampled-decay/shard_00005-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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diff --git a/train/books-gutenberg-dup-sampled-decay/shard_00008-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/books-gutenberg-dup-sampled-decay/shard_00008-tokenized-chunked-8192-512-32-backfill-nodups/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..7011e45e14dda1f8181c1525c2ccedfbce17e82e
--- /dev/null
+++ b/train/books-gutenberg-dup-sampled-decay/shard_00008-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/books-gutenberg-dup-sampled-decay/shard_00008-tokenized-chunked-8192-512-32-backfill-nodups/stats.json b/train/books-gutenberg-dup-sampled-decay/shard_00008-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
new file mode 100644
index 0000000000000000000000000000000000000000..021c548ec5e55bac916029f3368f89f9caae708a
--- /dev/null
+++ b/train/books-gutenberg-dup-sampled-decay/shard_00008-tokenized-chunked-8192-512-32-backfill-nodups/stats.json
@@ -0,0 +1 @@
+{"total_duplicated_tokens": 0, "total_tokens_written": 212051901, "total_tokens_skipped": 183, "percentiles": {"0th": 2, "10th": 4276, "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-decay/shard_00008-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/books-gutenberg-dup-sampled-decay/shard_00008-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
new file mode 100644
index 0000000000000000000000000000000000000000..76738495b34a237b87d3a21aabb7a4d28c58c9fb
--- /dev/null
+++ b/train/books-gutenberg-dup-sampled-decay/shard_00008-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/train/books-gutenberg-dup-sampled-decay/shard_00012-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/books-gutenberg-dup-sampled-decay/shard_00012-tokenized-chunked-8192-512-32-backfill-nodups/index.json
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diff --git a/train/books-gutenberg-dup-sampled-decay/shard_00012-tokenized-chunked-8192-512-32-backfill-nodups/shard.00011.mds b/train/books-gutenberg-dup-sampled-decay/shard_00012-tokenized-chunked-8192-512-32-backfill-nodups/shard.00011.mds
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diff --git a/train/books-gutenberg-dup-sampled-decay/shard_00012-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json b/train/books-gutenberg-dup-sampled-decay/shard_00012-tokenized-chunked-8192-512-32-backfill-nodups/token_decile.json
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diff --git a/train/books-gutenberg-dup-sampled-decay/shard_00013-tokenized-chunked-8192-512-32-backfill-nodups/index.json b/train/books-gutenberg-dup-sampled-decay/shard_00013-tokenized-chunked-8192-512-32-backfill-nodups/index.json
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diff --git a/train/books-gutenberg-dup-sampled-decay/shard_00013-tokenized-chunked-8192-512-32-backfill-nodups/shard.00011.mds b/train/books-gutenberg-dup-sampled-decay/shard_00013-tokenized-chunked-8192-512-32-backfill-nodups/shard.00011.mds
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19348, 19349, 19350, 19351, 19352, 19353, 19354, 19355, 19356, 19357, 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, 19422, 19423, 19424, 19425, 19426, 19427, 19428, 19429, 19430, 19431, 19432, 19433, 19434, 19435, 19436, 19437, 19438, 19439, 19440, 19441, 19442, 19443, 19444, 19445, 19446, 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, 19484, 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, 19562, 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, 19589, 19590, 19591, 19592, 19593, 19594, 19595, 19596, 19597, 19598, 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, 19677, 19678, 19679, 19680, 19681, 19682, 19683, 19684, 19685, 19686, 19687, 19688, 19689, 19690, 19691, 19692, 19693, 19694, 19695, 19696, 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, 19734, 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, 19762, 19763, 19764, 19765, 19766, 19767, 19768, 19769, 19770, 19771, 19772, 19773, 19774, 19775, 19776, 19777, 19778, 19779, 19780, 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, 19846, 19847, 19848, 19849, 19850, 19851, 19852, 19853, 19854, 19855, 19856, 19857, 19858, 19859, 19860, 19861, 19862, 19863, 19864, 19865, 19866, 19867, 19868, 19869, 19870, 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, 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, 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, 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, 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, 20115, 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, 20205, 20206, 20207, 20208, 20209, 20210, 20211, 20212, 20213, 20214, 20215, 20216, 20217, 20218, 20219, 20220, 20221, 20222, 20223, 20224, 20225, 20226, 20227, 20228, 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, 20254, 20255, 20256, 20257, 20258, 20259, 20260, 20261, 20262, 20263, 20264, 20265, 20266, 20267, 20268, 20269, 20270, 20271, 20272, 20273, 20274, 20275, 20276, 20277, 20278, 20279, 20280, 20281, 20282, 20283, 20284, 20285, 20286, 20287, 20288, 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, 20387, 20388, 20389, 20390, 20391, 20392, 20393, 20395, 20396, 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, 20429, 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, 20481, 20482, 20483, 20484, 20485, 20486, 20487, 20488, 20489, 20490, 20491, 20492, 20493, 20494, 20495, 20496, 20497, 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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, 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, 20853, 20854, 20855, 20856, 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, 20924, 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, 20976, 20977, 20978, 20979, 20980, 20981, 20982, 20983, 20984, 20985, 20986, 20987, 20988, 20989, 20990, 20991, 20992, 20993, 20994, 20995, 20997, 20998, 20999, 21000, 21001, 21002, 21003, 21004, 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, 21097, 21098, 21099, 21100, 21101, 21102, 21103, 21104, 21105, 21106, 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, 21158, 21159, 21160, 21161, 21162, 21163, 21164, 21165, 21166, 21167, 21168, 21169, 21170, 21171, 21172, 21173, 21174, 21175, 21176, 21177, 21178, 21179, 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, 21240, 21241, 21242, 21243, 21244, 21245, 21246, 21247, 21248, 21249, 21250, 21251, 21252, 21253, 21254, 21255, 21256, 21257, 21258, 21259, 21260, 21261, 21262, 21263, 21264, 21265, 21266, 21267, 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, 21296, 21297, 21298, 21299, 21300, 21301, 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, 21330, 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, 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\ No newline at end of file
diff --git a/train/textbooks/index.json b/train/textbooks/index.json
new file mode 100644
index 0000000000000000000000000000000000000000..f61ad0a4cd7f4e931eca0c9510f69135b9d585c0
--- /dev/null
+++ b/train/textbooks/index.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/train/textbooks/num_tokens.json b/train/textbooks/num_tokens.json
new file mode 100644
index 0000000000000000000000000000000000000000..0288325c42653d5af1c97f332799ccccd64c7938
--- /dev/null
+++ b/train/textbooks/num_tokens.json
@@ -0,0 +1,3 @@
+{
+  "num_tokens": 239426201
+}
\ No newline at end of file