diff --git a/CHANGELOG.md b/CHANGELOG.md
index 6d61fb105..df6512934 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -21,6 +21,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Added downstream eval task for requests dumped from oe-eval tasks
 - Added `CosLinearEnvelope` scheduler, which is a pointwise product of a cosine schedule and a linear decay.
 - Added ability to save outputs of submodules for debugging purposes.
+- Version dolma flan change in named_data_mix.py
 
 ### Changed
 
diff --git a/olmo/data/named_data_mixes.py b/olmo/data/named_data_mixes.py
index ae2cf0515..da85a05c2 100644
--- a/olmo/data/named_data_mixes.py
+++ b/olmo/data/named_data_mixes.py
@@ -1,5 +1,5 @@
 DATA_PATHS = {
-    "dolma17": [
+    "dolma17_flan_sep_rulebased": [
         ######### NON WEB DATA #########
         # ~> GUTENBERG BOOKS (5.256 GT)
         "preprocessed/olmo-mix/v1_6-decontaminated/books/gpt-neox-olmo-dolma-v1_5/part-0-00000.npy",
@@ -1055,5 +1055,1064 @@
         "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-090-00000.npy",
         "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-091-00000.npy",
         "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-092-00000.npy",
-    ]
+    ],
+    "dolma17": [
+        ######### NON WEB DATA #########
+        # ~> GUTENBERG BOOKS (5.256 GT)
+        "preprocessed/olmo-mix/v1_6-decontaminated/books/gpt-neox-olmo-dolma-v1_5/part-0-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/books/gpt-neox-olmo-dolma-v1_5/part-1-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/books/gpt-neox-olmo-dolma-v1_5/part-2-00000.npy",
+        # ~> PES2O STEM PAPERS (57.21 GT)
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-00-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-01-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-02-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-03-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-04-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-05-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-06-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-07-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-08-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-09-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-10-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-11-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-12-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-13-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-14-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-15-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-16-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-17-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-18-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-19-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-20-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-21-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-22-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-23-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-24-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/pes2o/gpt-neox-olmo-dolma-v1_5/part-25-00000.npy",
+        # ~> WIKIPEDIA & WIKIBOOKS (3.689 GT), repeated twice to up-sample
+        "preprocessed/olmo-mix/v1_6-decontaminated/wiki/gpt-neox-olmo-dolma-v1_5/part-0-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/wiki/gpt-neox-olmo-dolma-v1_5/part-1-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/wiki/gpt-neox-olmo-dolma-v1_5/part-0-00000.npy",
+        "preprocessed/olmo-mix/v1_6-decontaminated/wiki/gpt-neox-olmo-dolma-v1_5/part-1-00000.npy",
+        # MEGAWIKA v1 (4.6 GT)
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-00-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-01-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-01-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-02-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-02-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-03-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-03-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-04-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-04-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-05-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-05-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-06-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-06-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-07-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-07-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-08-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-08-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-09-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-09-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-10-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-10-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-11-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-11-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-12-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-12-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-13-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-13-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-14-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-14-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-15-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-16-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-16-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-17-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-17-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-18-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-18-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-19-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-19-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-20-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-20-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-21-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-21-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-22-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-22-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-23-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-23-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-23-00002.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-24-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-24-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-25-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-25-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-26-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-26-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-27-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-27-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-28-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-29-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-30-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-30-00001.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-31-00000.npy",
+        "preprocessed/megawika/v1/gpt-neox-olmo-dolma-v1_5/part-31-00001.npy",
+        # ~> REDPAJAMA STACK-EXCHANGE (19.63 GT)
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-00-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-01-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-02-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-03-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-04-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-05-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-06-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-07-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-08-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-09-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-10-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-11-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-12-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-13-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-14-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-15-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-16-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-17-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-18-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-19-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-20-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-21-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-22-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-23-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-24-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/stackexchange/gpt-neox-olmo-dolma-v1_5/part-25-00000.npy",
+        # ~> REDPAJAMA ARXIV (27.97 GT)
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-00-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-01-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-02-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-03-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-04-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-05-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-06-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-07-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-08-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-09-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-10-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-11-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-12-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-13-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-14-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-15-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-16-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-17-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-18-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-19-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-20-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-21-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-22-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-23-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-24-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-25-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-26-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-27-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-28-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-29-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-30-00000.npy",
+        "preprocessed/redpajama_v1_decon_fix/arxiv/gpt-neox-olmo-dolma-v1_5/part-31-00000.npy",
+        # ~> PROOFPILE2 ALGEBRAIC STACK (12.623 GT)
+        "preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-00-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-01-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-02-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-03-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-04-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-05-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-06-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-07-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-08-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-09-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-10-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-11-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-12-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-13-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-14-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/algebraic-stack/train/gpt-neox-olmo-dolma-v1_5/part-15-00000.npy",
+        # ~> PROOFPILE2 OPENWEBMATH (12.734 GT)
+        "preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-00-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-01-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-02-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-03-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-04-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-05-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-06-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-07-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-08-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-09-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-10-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-11-00000.npy",
+        "preprocessed/proof-pile-2/v0_decontaminated/open-web-math/train/gpt-neox-olmo-dolma-v1_5/part-12-00000.npy",
+        # ~> TULU FLAN V1 (16.5 G v2-decontaminated-60M-shots_all-upweight_1-dialog_true-sep_newline)
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-00-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-01-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-02-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-03-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-04-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-05-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-06-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-07-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-08-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-09-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-10-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-11-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-12-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-13-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-14-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-15-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-16-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-17-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-18-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-19-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-20-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-21-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-22-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-23-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-24-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-25-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-26-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-27-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-28-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-29-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-30-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-31-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-32-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-33-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-34-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-35-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-36-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-37-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-38-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-39-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-40-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-41-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-42-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-43-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-44-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-45-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-46-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-47-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-48-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-49-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-50-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-51-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-52-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-53-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-54-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-55-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-56-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-57-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-58-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-59-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-60-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-61-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-62-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-63-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-64-00000.npy",
+        "preprocessed/tulu_flan/v2-decontaminated-60M-shots_all-upweight_1-dialog_false-sep_newline/train/gpt-neox-olmo-dolma-v1_5/part-65-00000.npy",
+        # ~> CC NEWS (14.3 GT)
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-0-00000.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-0-00001.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-0-00002.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-0-00003.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-1-00000.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-1-00001.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-1-00002.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-1-00003.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-2-00000.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-2-00001.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-2-00002.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-2-00003.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-3-00000.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-3-00001.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-3-00002.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-3-00003.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-4-00000.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-4-00001.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-4-00002.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-4-00003.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-5-00000.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-5-00001.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-6-00000.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-6-00001.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-6-00002.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-6-00003.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-7-00000.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-7-00001.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-7-00002.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-7-00003.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-8-00000.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-8-00001.npy",
+        "preprocessed/cc-news/v3/gpt-neox-olmo-dolma-v1_5/part-8-00002.npy",
+        ####################################
+        ######### CODE #########
+        # ~> STARCODER (263.775 GT)
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-00-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-00-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-01-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-02-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-03-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-03-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-04-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-04-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-05-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-05-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-06-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-06-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-07-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-07-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-08-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-08-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-09-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-09-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-10-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-10-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-11-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-11-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-12-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-12-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-13-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-13-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-14-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-14-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-15-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-15-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-16-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-16-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-17-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-17-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-18-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-18-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-19-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-19-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-20-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-20-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-21-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-21-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-22-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-22-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-23-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-23-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-24-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-24-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-25-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-25-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-26-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-26-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-27-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-27-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-28-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-29-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-30-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-30-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-31-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-31-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-32-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-32-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-33-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-33-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-34-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-34-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-35-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-35-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-36-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-36-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-37-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-37-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-38-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-38-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-39-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-39-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-40-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-40-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-41-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-41-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-42-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-42-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-43-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-43-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-44-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-44-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-45-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-46-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-46-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-47-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-47-00001.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-48-00000.npy",
+        "preprocessed/starcoder/v0_decontaminated_doc_only/gpt-neox-olmo-dolma-v1_5/part-48-00001.npy",
+        ####################################
+        ######### WEB HIGH QUALITY #########
+        # ~> C4 (138.4 GT)
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-000-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-001-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-002-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-003-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-004-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-005-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-006-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-007-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-008-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-009-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-010-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-011-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-012-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-013-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-014-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-015-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-016-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-017-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-018-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-019-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-020-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-021-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-022-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-023-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-024-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-025-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-026-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-027-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-028-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-029-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-030-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-031-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-032-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-033-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-034-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-035-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-036-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-037-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-038-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-039-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-040-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-041-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-042-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-043-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-044-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-045-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-046-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-047-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-048-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-049-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-050-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-051-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-052-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-053-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-054-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-055-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-056-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-057-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-058-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-059-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-060-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-061-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-062-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-063-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-064-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-065-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-066-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-067-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-068-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-069-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-070-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-071-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-072-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-073-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-074-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-075-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-076-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-077-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-078-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-079-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-080-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-081-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-082-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-083-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-084-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-085-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-086-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-087-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-088-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-089-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-090-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-091-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-092-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-093-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-094-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-095-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-096-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-097-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-098-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-099-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-100-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-101-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-102-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-103-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-104-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-105-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-106-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-107-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-108-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-109-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-110-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-111-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-112-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-113-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-114-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-115-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-116-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-117-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-118-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-119-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-120-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-121-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-122-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-123-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-124-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-125-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-126-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-127-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-128-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-129-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-130-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-131-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-132-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-133-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-134-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-135-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-136-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-137-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-138-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-139-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-140-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-141-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-142-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-143-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-144-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-145-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-146-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-147-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-148-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-149-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-150-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-151-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-152-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-153-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-154-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-155-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-156-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-157-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-158-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-159-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-160-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-161-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-162-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-163-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-164-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-165-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-166-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-167-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-168-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-169-00000.npy",
+        "preprocessed/c4/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001-fix/gpt-neox-olmo-dolma-v1_5/part-170-00000.npy",
+        # ~> REDDIT (79.9 GT)
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-00-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-01-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-02-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-03-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-04-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-05-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-06-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-07-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-08-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-09-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-10-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-11-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-12-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-13-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-14-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-15-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-16-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-17-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-18-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-19-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-20-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-21-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-22-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-23-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-24-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-25-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-26-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-27-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-28-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-29-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-30-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-31-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-32-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-33-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-34-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-35-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-36-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-37-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-38-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-39-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-40-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-41-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-42-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-43-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-44-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-45-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-46-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-47-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-48-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-49-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-50-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-51-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-52-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-53-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-54-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-55-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-56-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-57-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-58-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-59-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-60-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-61-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-62-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-63-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-64-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-65-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-66-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-67-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-68-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-69-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-70-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-71-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-72-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-73-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-74-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-75-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-76-00000.npy",
+        "preprocessed/reddit/v5-dedupe-pii-nsfw-toxic-fuzzydd-length/gpt-neox-olmo-dolma-v1_5/part-77-00000.npy",
+        # ~> FALCON (547.341 GT)
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-000-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-001-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-002-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-003-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-004-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-005-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-006-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-007-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-008-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-009-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-010-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-011-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-012-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-013-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-014-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-015-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-016-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-017-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-018-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-019-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-020-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-021-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-022-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-023-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-024-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-025-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-026-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-027-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-028-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-029-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-030-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-031-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-032-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-033-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-034-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-035-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-036-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-037-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-038-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-039-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-040-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-041-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-042-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-043-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-044-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-045-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-046-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-047-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-048-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-049-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-050-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-051-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-052-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-053-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-054-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-055-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-056-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-057-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-058-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-059-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-060-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-061-00000.npy",
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+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-184-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-185-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-186-00000.npy",
+        "preprocessed/falcon-refinedweb/v2-frac_005_100-qc_cc_multi_bin-paloma-rep-pii/gpt-neox-olmo-dolma-v1_5/part-187-00000.npy",
+        ####################################
+        ######### WEB REST #########
+        # ~> DOLMA CC HEAD 50% (178.4 GT)
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-000-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-001-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-002-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-003-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-004-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-005-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-006-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-006-00001.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-007-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-008-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-009-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-010-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-011-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-012-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-013-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-014-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-015-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-016-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-017-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-018-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-019-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-020-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-021-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-022-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-023-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-024-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-025-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-026-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-027-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-028-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-029-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-030-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-031-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-032-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-033-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-034-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-035-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-036-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-037-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-038-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-039-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-040-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-041-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-042-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-043-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-044-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-045-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-046-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-047-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-048-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-049-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-050-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-051-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-052-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-053-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-054-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-055-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-056-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-057-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-058-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-059-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-060-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-061-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-062-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_head/gpt-neox-olmo-dolma-v1_5/part-063-00000.npy",
+        # ~> DOLMA CC MIDDLE 33% (242.05 GT)
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-000-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-001-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-002-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-003-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-004-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-005-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-006-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-007-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-008-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-009-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-010-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-011-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-012-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-013-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-014-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-015-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-016-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-017-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-018-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-019-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-020-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-021-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-022-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-023-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-024-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-025-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-026-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-027-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-028-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-029-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-030-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-031-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-032-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-033-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-034-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-035-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-036-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-037-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-038-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-039-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-040-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-041-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-042-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-043-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-044-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-045-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-046-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-047-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-048-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-049-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-050-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-051-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-052-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-053-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-054-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-055-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-056-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-057-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-058-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-059-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-060-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-061-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-062-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-063-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_middle/gpt-neox-olmo-dolma-v1_5/part-064-00000.npy",
+        # ~> DOLMA CC TAIL 33% (191.4 GT)
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-000-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-001-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-002-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-003-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-004-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-005-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-006-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-007-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-008-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-009-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-010-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-011-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-012-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-013-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-014-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-015-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-016-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-017-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-018-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-019-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-020-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-021-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-022-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-023-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-024-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-025-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-026-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-027-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-028-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-029-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-030-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-031-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-032-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-033-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-034-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-035-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-036-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-037-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-038-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-039-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-040-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-041-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-042-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-043-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-044-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-045-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-046-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-047-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-048-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-049-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-050-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-051-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-052-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-053-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-054-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-055-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-056-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-057-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-058-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-059-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-060-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-061-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-062-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-063-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-064-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-065-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-066-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-067-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-068-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-069-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-070-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-071-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-072-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-073-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-074-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-075-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-076-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-077-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-078-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-079-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-080-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-081-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-082-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-083-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-084-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-085-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-086-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-087-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-088-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-089-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-090-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-091-00000.npy",
+        "preprocessed/olmo-mix/v1_7-dd_ngram_dp_030-qc_cc_en_bin_001/cc_en_tail/gpt-neox-olmo-dolma-v1_5/part-092-00000.npy",
+    ],
 }
diff --git a/scripts/ladder.py b/scripts/ladder.py
index b6b92be04..2c08b2aae 100644
--- a/scripts/ladder.py
+++ b/scripts/ladder.py
@@ -385,7 +385,7 @@ def train_cmd(args: argparse.Namespace):
     subparsers = parser.add_subparsers(required=True)
 
     no_train_defaults = dict(
-        data="dolma17",
+        data="dolma17_flan_sep_rulebased",
         length="1xC",
         name="nodecounts",
         s3=False,