diff --git a/configs/dolma2-resharding/ablation.log b/configs/dolma2-resharding/ablation.log
new file mode 100644
index 00000000..a5427c72
--- /dev/null
+++ b/configs/dolma2-resharding/ablation.log
@@ -0,0 +1,1702 @@
+Sum of weights is 0.9886, rounding up to 1
+Subset Name       : s2pdf:electronics_and_hardware
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/electronics_and_hardware
+Natural tokens    :   7.02 B
+Desired tokens    :   4.34 B
+Target ratio      : 0.0007
+Repetition factor : 1
+
+Subset Name       : s2pdf:science_math_and_technology
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/science_math_and_technology
+Natural tokens    : 414.21 B
+Desired tokens    : 479.91 B
+Target ratio      : 0.0809
+Repetition factor : 2
+
+Subset Name       : all-dressed:entertainment:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/entertainment/vigintile_0014
+Natural tokens    :  40.30 B
+Desired tokens    :   0.17 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:fashion_and_beauty:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/fashion_and_beauty/vigintile_0020
+Natural tokens    :  16.52 B
+Desired tokens    :   0.45 B
+Target ratio      : 0.0001
+Repetition factor : 1
+
+Subset Name       : all-dressed:health:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/health/vigintile_0018
+Natural tokens    :  54.39 B
+Desired tokens    : 123.70 B
+Target ratio      : 0.0209
+Repetition factor : 3
+
+Subset Name       : all-dressed:home_and_hobbies:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/home_and_hobbies/vigintile_0020
+Natural tokens    :  44.67 B
+Desired tokens    :  32.98 B
+Target ratio      : 0.0056
+Repetition factor : 1
+
+Subset Name       : all-dressed:literature:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/literature/vigintile_0015
+Natural tokens    :  26.05 B
+Desired tokens    :   0.67 B
+Target ratio      : 0.0001
+Repetition factor : 1
+
+Subset Name       : all-dressed:religion:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/religion/vigintile_0018
+Natural tokens    :  31.17 B
+Desired tokens    :  16.12 B
+Target ratio      : 0.0027
+Repetition factor : 1
+
+Subset Name       : all-dressed:social_life:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/social_life/vigintile_0014
+Natural tokens    :  22.74 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:transportation:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/transportation/vigintile_0013
+Natural tokens    :  12.18 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : s2pdf:games
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/games
+Natural tokens    :   2.41 B
+Desired tokens    :   0.19 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : s2pdf:religion
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/religion
+Natural tokens    :  24.32 B
+Desired tokens    :   4.06 B
+Target ratio      : 0.0007
+Repetition factor : 1
+
+Subset Name       : all-dressed:art_and_design:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/art_and_design/vigintile_0014
+Natural tokens    :  11.28 B
+Desired tokens    :   0.01 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:crime_and_law:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/crime_and_law/vigintile_0017
+Natural tokens    :  19.18 B
+Desired tokens    :   3.45 B
+Target ratio      : 0.0006
+Repetition factor : 1
+
+Subset Name       : all-dressed:electronics_and_hardware:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/electronics_and_hardware/vigintile_0013
+Natural tokens    :  11.85 B
+Desired tokens    :   0.14 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:fashion_and_beauty:vigintile_0012
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/fashion_and_beauty/vigintile_0012
+Natural tokens    :  11.75 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:finance_and_business:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/finance_and_business/vigintile_0020
+Natural tokens    :  50.20 B
+Desired tokens    : 133.28 B
+Target ratio      : 0.0225
+Repetition factor : 3
+
+Subset Name       : all-dressed:games:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/games/vigintile_0015
+Natural tokens    :  23.61 B
+Desired tokens    :   4.10 B
+Target ratio      : 0.0007
+Repetition factor : 1
+
+Subset Name       : all-dressed:history_and_geography:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/history_and_geography/vigintile_0014
+Natural tokens    :  13.14 B
+Desired tokens    :   0.02 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:industrial:vigintile_0012
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/industrial/vigintile_0012
+Natural tokens    :   7.09 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:politics:vigintile_0012
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/politics/vigintile_0012
+Natural tokens    :  39.05 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:religion:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/religion/vigintile_0016
+Natural tokens    :  26.98 B
+Desired tokens    :   0.19 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:social_life:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/social_life/vigintile_0015
+Natural tokens    :  25.20 B
+Desired tokens    :   0.01 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:software_development:vigintile_0012
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software_development/vigintile_0012
+Natural tokens    :  10.58 B
+Desired tokens    :  12.52 B
+Target ratio      : 0.0021
+Repetition factor : 2
+
+Subset Name       : all-dressed:transportation:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/transportation/vigintile_0015
+Natural tokens    :  14.37 B
+Desired tokens    :   0.05 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : s2pdf:education_and_jobs
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/education_and_jobs
+Natural tokens    : 133.65 B
+Desired tokens    :  41.88 B
+Target ratio      : 0.0071
+Repetition factor : 1
+
+Subset Name       : stack-edu:Cpp
+Base URI          : s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/Cpp
+Natural tokens    :  12.53 B
+Desired tokens    :  49.04 B
+Target ratio      : 0.0083
+Repetition factor : 4
+
+Subset Name       : all-dressed:adult_content:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/adult_content/vigintile_0014
+Natural tokens    :   6.01 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:crime_and_law:vigintile_0012
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/crime_and_law/vigintile_0012
+Natural tokens    :  12.60 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:education_and_jobs:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/education_and_jobs/vigintile_0018
+Natural tokens    :  30.67 B
+Desired tokens    :  39.14 B
+Target ratio      : 0.0066
+Repetition factor : 2
+
+Subset Name       : all-dressed:finance_and_business:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/finance_and_business/vigintile_0017
+Natural tokens    :  61.29 B
+Desired tokens    :   8.82 B
+Target ratio      : 0.0015
+Repetition factor : 1
+
+Subset Name       : all-dressed:games:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/games/vigintile_0013
+Natural tokens    :  20.82 B
+Desired tokens    :   0.61 B
+Target ratio      : 0.0001
+Repetition factor : 1
+
+Subset Name       : all-dressed:health:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/health/vigintile_0020
+Natural tokens    :  40.46 B
+Desired tokens    : 281.14 B
+Target ratio      : 0.0474
+Repetition factor : 7
+
+Subset Name       : all-dressed:home_and_hobbies:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/home_and_hobbies/vigintile_0014
+Natural tokens    :  39.06 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:industrial:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/industrial/vigintile_0018
+Natural tokens    :   9.60 B
+Desired tokens    :  14.13 B
+Target ratio      : 0.0024
+Repetition factor : 2
+
+Subset Name       : all-dressed:software:vigintile_0012
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software/vigintile_0012
+Natural tokens    :  12.76 B
+Desired tokens    :   0.41 B
+Target ratio      : 0.0001
+Repetition factor : 1
+
+Subset Name       : all-dressed:software_development:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software_development/vigintile_0020
+Natural tokens    :  12.04 B
+Desired tokens    : 100.76 B
+Target ratio      : 0.0170
+Repetition factor : 9
+
+Subset Name       : all-dressed:transportation:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/transportation/vigintile_0016
+Natural tokens    :  15.59 B
+Desired tokens    :   0.24 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : s2pdf:art_and_design
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/art_and_design
+Natural tokens    :   6.70 B
+Desired tokens    :   0.77 B
+Target ratio      : 0.0001
+Repetition factor : 1
+
+Subset Name       : s2pdf:literature
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/literature
+Natural tokens    :  31.36 B
+Desired tokens    :   7.27 B
+Target ratio      : 0.0012
+Repetition factor : 1
+
+Subset Name       : stack-edu:Python
+Base URI          : s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/Python
+Natural tokens    :  18.02 B
+Desired tokens    :  74.80 B
+Target ratio      : 0.0126
+Repetition factor : 5
+
+Subset Name       : all-dressed:art_and_design:vigintile_0012
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/art_and_design/vigintile_0012
+Natural tokens    :   8.95 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:education_and_jobs:vigintile_0012
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/education_and_jobs/vigintile_0012
+Natural tokens    :  21.33 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:electronics_and_hardware:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/electronics_and_hardware/vigintile_0017
+Natural tokens    :  16.53 B
+Desired tokens    :  13.18 B
+Target ratio      : 0.0022
+Repetition factor : 1
+
+Subset Name       : all-dressed:fashion_and_beauty:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/fashion_and_beauty/vigintile_0014
+Natural tokens    :  14.44 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:games:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/games/vigintile_0018
+Natural tokens    :  29.32 B
+Desired tokens    :  82.13 B
+Target ratio      : 0.0139
+Repetition factor : 3
+
+Subset Name       : all-dressed:history_and_geography:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/history_and_geography/vigintile_0017
+Natural tokens    :  19.46 B
+Desired tokens    :   4.30 B
+Target ratio      : 0.0007
+Repetition factor : 1
+
+Subset Name       : all-dressed:industrial:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/industrial/vigintile_0015
+Natural tokens    :   8.62 B
+Desired tokens    :   0.11 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:politics:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/politics/vigintile_0016
+Natural tokens    :  52.06 B
+Desired tokens    :   0.56 B
+Target ratio      : 0.0001
+Repetition factor : 1
+
+Subset Name       : all-dressed:science_math_and_technology:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/science_math_and_technology/vigintile_0016
+Natural tokens    :  40.51 B
+Desired tokens    : 112.08 B
+Target ratio      : 0.0189
+Repetition factor : 3
+
+Subset Name       : all-dressed:software:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software/vigintile_0013
+Natural tokens    :  13.89 B
+Desired tokens    :   0.98 B
+Target ratio      : 0.0002
+Repetition factor : 1
+
+Subset Name       : all-dressed:sports_and_fitness:vigintile_0011
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/sports_and_fitness/vigintile_0011
+Natural tokens    :  29.75 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:transportation:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/transportation/vigintile_0018
+Natural tokens    :  16.76 B
+Desired tokens    :   8.24 B
+Target ratio      : 0.0014
+Repetition factor : 1
+
+Subset Name       : s2pdf:health
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/health
+Natural tokens    : 105.24 B
+Desired tokens    :  95.45 B
+Target ratio      : 0.0161
+Repetition factor : 1
+
+Subset Name       : stack-edu:Go
+Base URI          : s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/Go
+Natural tokens    :   1.40 B
+Desired tokens    :   5.37 B
+Target ratio      : 0.0009
+Repetition factor : 4
+
+Subset Name       : all-dressed:adult_content:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/adult_content/vigintile_0013
+Natural tokens    :   5.55 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:crime_and_law:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/crime_and_law/vigintile_0013
+Natural tokens    :  13.68 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:electronics_and_hardware:vigintile_0012
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/electronics_and_hardware/vigintile_0012
+Natural tokens    :  10.99 B
+Desired tokens    :   0.05 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:fashion_and_beauty:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/fashion_and_beauty/vigintile_0017
+Natural tokens    :  22.34 B
+Desired tokens    :   0.01 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:food_and_dining:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/food_and_dining/vigintile_0014
+Natural tokens    :  17.83 B
+Desired tokens    :   0.02 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:health:vigintile_0012
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/health/vigintile_0012
+Natural tokens    :  37.34 B
+Desired tokens    :   0.05 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:literature:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/literature/vigintile_0014
+Natural tokens    :  22.48 B
+Desired tokens    :   0.19 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:religion:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/religion/vigintile_0020
+Natural tokens    :  22.15 B
+Desired tokens    :  71.14 B
+Target ratio      : 0.0120
+Repetition factor : 4
+
+Subset Name       : all-dressed:software:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software/vigintile_0020
+Natural tokens    :  12.83 B
+Desired tokens    :  96.35 B
+Target ratio      : 0.0162
+Repetition factor : 8
+
+Subset Name       : all-dressed:sports_and_fitness:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/sports_and_fitness/vigintile_0017
+Natural tokens    :  41.14 B
+Desired tokens    :   2.45 B
+Target ratio      : 0.0004
+Repetition factor : 1
+
+Subset Name       : all-dressed:travel_and_tourism:vigintile_0011
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/travel_and_tourism/vigintile_0011
+Natural tokens    :  15.42 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : s2pdf:finance_and_business
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/finance_and_business
+Natural tokens    :  59.19 B
+Desired tokens    :  11.06 B
+Target ratio      : 0.0019
+Repetition factor : 1
+
+Subset Name       : s2pdf:travel_and_tourism
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/travel_and_tourism
+Natural tokens    :   2.04 B
+Desired tokens    :   0.08 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : stack-edu:PHP
+Base URI          : s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/PHP
+Natural tokens    :   7.40 B
+Desired tokens    :  24.81 B
+Target ratio      : 0.0042
+Repetition factor : 4
+
+Subset Name       : all-dressed:art_and_design:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/art_and_design/vigintile_0013
+Natural tokens    :   9.97 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:crime_and_law:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/crime_and_law/vigintile_0020
+Natural tokens    :  16.64 B
+Desired tokens    : 104.06 B
+Target ratio      : 0.0175
+Repetition factor : 7
+
+Subset Name       : all-dressed:electronics_and_hardware:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/electronics_and_hardware/vigintile_0016
+Natural tokens    :  15.89 B
+Desired tokens    :   4.02 B
+Target ratio      : 0.0007
+Repetition factor : 1
+
+Subset Name       : all-dressed:fashion_and_beauty:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/fashion_and_beauty/vigintile_0013
+Natural tokens    :  13.10 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:finance_and_business:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/finance_and_business/vigintile_0018
+Natural tokens    :  58.25 B
+Desired tokens    :  39.14 B
+Target ratio      : 0.0066
+Repetition factor : 1
+
+Subset Name       : all-dressed:games:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/games/vigintile_0014
+Natural tokens    :  22.28 B
+Desired tokens    :   1.61 B
+Target ratio      : 0.0003
+Repetition factor : 1
+
+Subset Name       : all-dressed:history_and_geography:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/history_and_geography/vigintile_0013
+Natural tokens    :  11.40 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:home_and_hobbies:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/home_and_hobbies/vigintile_0015
+Natural tokens    :  44.02 B
+Desired tokens    :   0.02 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:literature:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/literature/vigintile_0020
+Natural tokens    :  33.14 B
+Desired tokens    : 220.00 B
+Target ratio      : 0.0371
+Repetition factor : 7
+
+Subset Name       : all-dressed:religion:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/religion/vigintile_0017
+Natural tokens    :  29.54 B
+Desired tokens    :   1.69 B
+Target ratio      : 0.0003
+Repetition factor : 1
+
+Subset Name       : all-dressed:social_life:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/social_life/vigintile_0013
+Natural tokens    :  20.53 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:software:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software/vigintile_0017
+Natural tokens    :  17.16 B
+Desired tokens    :  30.09 B
+Target ratio      : 0.0051
+Repetition factor : 2
+
+Subset Name       : all-dressed:sports_and_fitness:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/sports_and_fitness/vigintile_0014
+Natural tokens    :  36.41 B
+Desired tokens    :   0.02 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : s2pdf:crime_and_law
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/crime_and_law
+Natural tokens    :  41.59 B
+Desired tokens    :  12.37 B
+Target ratio      : 0.0021
+Repetition factor : 1
+
+Subset Name       : stack-edu:Markdown
+Base URI          : s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/Markdown
+Natural tokens    :  28.92 B
+Desired tokens    :  68.05 B
+Target ratio      : 0.0115
+Repetition factor : 3
+
+Subset Name       : all-dressed:adult_content:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/adult_content/vigintile_0017
+Natural tokens    :  10.17 B
+Desired tokens    :   0.43 B
+Target ratio      : 0.0001
+Repetition factor : 1
+
+Subset Name       : all-dressed:crime_and_law:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/crime_and_law/vigintile_0015
+Natural tokens    :  16.10 B
+Desired tokens    :   0.10 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:electronics_and_hardware:vigintile_0011
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/electronics_and_hardware/vigintile_0011
+Natural tokens    :  10.17 B
+Desired tokens    :   0.01 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:entertainment:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/entertainment/vigintile_0017
+Natural tokens    :  53.47 B
+Desired tokens    :  15.47 B
+Target ratio      : 0.0026
+Repetition factor : 1
+
+Subset Name       : all-dressed:finance_and_business:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/finance_and_business/vigintile_0013
+Natural tokens    :  55.13 B
+Desired tokens    :   0.01 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:food_and_dining:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/food_and_dining/vigintile_0015
+Natural tokens    :  19.55 B
+Desired tokens    :   0.09 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:health:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/health/vigintile_0014
+Natural tokens    :  44.87 B
+Desired tokens    :   0.63 B
+Target ratio      : 0.0001
+Repetition factor : 1
+
+Subset Name       : all-dressed:home_and_hobbies:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/home_and_hobbies/vigintile_0013
+Natural tokens    :  35.01 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:literature:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/literature/vigintile_0016
+Natural tokens    :  30.08 B
+Desired tokens    :   2.51 B
+Target ratio      : 0.0004
+Repetition factor : 1
+
+Subset Name       : all-dressed:politics:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/politics/vigintile_0018
+Natural tokens    :  54.90 B
+Desired tokens    :  19.78 B
+Target ratio      : 0.0033
+Repetition factor : 1
+
+Subset Name       : all-dressed:science_math_and_technology:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/science_math_and_technology/vigintile_0018
+Natural tokens    :  45.02 B
+Desired tokens    : 271.35 B
+Target ratio      : 0.0458
+Repetition factor : 7
+
+Subset Name       : all-dressed:software:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software/vigintile_0014
+Natural tokens    :  15.67 B
+Desired tokens    :   2.42 B
+Target ratio      : 0.0004
+Repetition factor : 1
+
+Subset Name       : all-dressed:sports_and_fitness:vigintile_0012
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/sports_and_fitness/vigintile_0012
+Natural tokens    :  32.14 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:transportation:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/transportation/vigintile_0020
+Natural tokens    :  14.35 B
+Desired tokens    :  34.23 B
+Target ratio      : 0.0058
+Repetition factor : 3
+
+Subset Name       : s2pdf:food_and_dining
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/food_and_dining
+Natural tokens    :   2.25 B
+Desired tokens    :   0.05 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : s2pdf:software
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/software
+Natural tokens    :   8.81 B
+Desired tokens    :   9.72 B
+Target ratio      : 0.0016
+Repetition factor : 2
+
+Subset Name       : stack-edu:SQL
+Base URI          : s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/SQL
+Natural tokens    :   7.06 B
+Desired tokens    :   7.46 B
+Target ratio      : 0.0013
+Repetition factor : 2
+
+Subset Name       : all-dressed:art_and_design:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/art_and_design/vigintile_0016
+Natural tokens    :  13.48 B
+Desired tokens    :   0.18 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:education_and_jobs:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/education_and_jobs/vigintile_0014
+Natural tokens    :  25.40 B
+Desired tokens    :   0.05 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:entertainment:vigintile_0012
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/entertainment/vigintile_0012
+Natural tokens    :  32.80 B
+Desired tokens    :   0.01 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:food_and_dining:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/food_and_dining/vigintile_0013
+Natural tokens    :  16.21 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:health:vigintile_0011
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/health/vigintile_0011
+Natural tokens    :  34.13 B
+Desired tokens    :   0.01 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:history_and_geography:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/history_and_geography/vigintile_0020
+Natural tokens    :  13.17 B
+Desired tokens    :  87.37 B
+Target ratio      : 0.0147
+Repetition factor : 7
+
+Subset Name       : all-dressed:industrial:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/industrial/vigintile_0016
+Natural tokens    :   9.30 B
+Desired tokens    :   0.53 B
+Target ratio      : 0.0001
+Repetition factor : 1
+
+Subset Name       : all-dressed:politics:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/politics/vigintile_0017
+Natural tokens    :  54.98 B
+Desired tokens    :   3.40 B
+Target ratio      : 0.0006
+Repetition factor : 1
+
+Subset Name       : all-dressed:science_math_and_technology:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/science_math_and_technology/vigintile_0017
+Natural tokens    :  45.61 B
+Desired tokens    : 186.06 B
+Target ratio      : 0.0314
+Repetition factor : 5
+
+Subset Name       : all-dressed:software:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software/vigintile_0015
+Natural tokens    :  16.48 B
+Desired tokens    :   5.71 B
+Target ratio      : 0.0010
+Repetition factor : 1
+
+Subset Name       : all-dressed:sports_and_fitness:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/sports_and_fitness/vigintile_0013
+Natural tokens    :  34.06 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:travel_and_tourism:vigintile_0010
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/travel_and_tourism/vigintile_0010
+Natural tokens    :  14.43 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : s2pdf:home_and_hobbies
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/home_and_hobbies
+Natural tokens    :   3.79 B
+Desired tokens    :   0.66 B
+Target ratio      : 0.0001
+Repetition factor : 1
+
+Subset Name       : s2pdf:software_development
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/software_development
+Natural tokens    :  40.25 B
+Desired tokens    :  69.68 B
+Target ratio      : 0.0117
+Repetition factor : 2
+
+Subset Name       : stack-edu:TypeScript
+Base URI          : s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/TypeScript
+Natural tokens    :   2.50 B
+Desired tokens    :   9.38 B
+Target ratio      : 0.0016
+Repetition factor : 4
+
+Subset Name       : all-dressed:art_and_design:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/art_and_design/vigintile_0018
+Natural tokens    :  15.98 B
+Desired tokens    :  10.52 B
+Target ratio      : 0.0018
+Repetition factor : 1
+
+Subset Name       : all-dressed:education_and_jobs:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/education_and_jobs/vigintile_0016
+Natural tokens    :  29.41 B
+Desired tokens    :   1.29 B
+Target ratio      : 0.0002
+Repetition factor : 1
+
+Subset Name       : all-dressed:entertainment:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/entertainment/vigintile_0013
+Natural tokens    :  36.52 B
+Desired tokens    :   0.05 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:fashion_and_beauty:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/fashion_and_beauty/vigintile_0015
+Natural tokens    :  16.42 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:food_and_dining:vigintile_0012
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/food_and_dining/vigintile_0012
+Natural tokens    :  14.67 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:games:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/games/vigintile_0020
+Natural tokens    :  25.85 B
+Desired tokens    : 183.47 B
+Target ratio      : 0.0309
+Repetition factor : 8
+
+Subset Name       : all-dressed:history_and_geography:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/history_and_geography/vigintile_0018
+Natural tokens    :  20.08 B
+Desired tokens    :  29.84 B
+Target ratio      : 0.0050
+Repetition factor : 2
+
+Subset Name       : all-dressed:industrial:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/industrial/vigintile_0017
+Natural tokens    :   9.76 B
+Desired tokens    :   2.84 B
+Target ratio      : 0.0005
+Repetition factor : 1
+
+Subset Name       : all-dressed:politics:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/politics/vigintile_0015
+Natural tokens    :  49.64 B
+Desired tokens    :   0.10 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:science_math_and_technology:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/science_math_and_technology/vigintile_0014
+Natural tokens    :  31.86 B
+Desired tokens    :  41.08 B
+Target ratio      : 0.0069
+Repetition factor : 2
+
+Subset Name       : all-dressed:social_life:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/social_life/vigintile_0018
+Natural tokens    :  31.39 B
+Desired tokens    :   3.54 B
+Target ratio      : 0.0006
+Repetition factor : 1
+
+Subset Name       : all-dressed:software:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software/vigintile_0018
+Natural tokens    :  16.59 B
+Desired tokens    :  63.99 B
+Target ratio      : 0.0108
+Repetition factor : 4
+
+Subset Name       : all-dressed:sports_and_fitness:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/sports_and_fitness/vigintile_0016
+Natural tokens    :  40.32 B
+Desired tokens    :   0.46 B
+Target ratio      : 0.0001
+Repetition factor : 1
+
+Subset Name       : all-dressed:travel_and_tourism:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/travel_and_tourism/vigintile_0013
+Natural tokens    :  17.96 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : s2pdf:history_and_geography
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/history_and_geography
+Natural tokens    :  25.52 B
+Desired tokens    :   4.02 B
+Target ratio      : 0.0007
+Repetition factor : 1
+
+Subset Name       : s2pdf:transportation
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/transportation
+Natural tokens    :  16.52 B
+Desired tokens    :   1.79 B
+Target ratio      : 0.0003
+Repetition factor : 1
+
+Subset Name       : stack-edu:Rust
+Base URI          : s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/Rust
+Natural tokens    :   1.42 B
+Desired tokens    :   5.73 B
+Target ratio      : 0.0010
+Repetition factor : 5
+
+Subset Name       : all-dressed:adult_content:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/adult_content/vigintile_0020
+Natural tokens    :   0.47 B
+Desired tokens    :   0.62 B
+Target ratio      : 0.0001
+Repetition factor : 2
+
+Subset Name       : all-dressed:crime_and_law:vigintile_0011
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/crime_and_law/vigintile_0011
+Natural tokens    :  11.66 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:education_and_jobs:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/education_and_jobs/vigintile_0017
+Natural tokens    :  30.13 B
+Desired tokens    :   7.04 B
+Target ratio      : 0.0012
+Repetition factor : 1
+
+Subset Name       : all-dressed:finance_and_business:vigintile_0012
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/finance_and_business/vigintile_0012
+Natural tokens    :  49.98 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:food_and_dining:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/food_and_dining/vigintile_0017
+Natural tokens    :  20.98 B
+Desired tokens    :   3.02 B
+Target ratio      : 0.0005
+Repetition factor : 1
+
+Subset Name       : all-dressed:home_and_hobbies:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/home_and_hobbies/vigintile_0016
+Natural tokens    :  50.70 B
+Desired tokens    :   0.14 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:literature:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/literature/vigintile_0017
+Natural tokens    :  37.19 B
+Desired tokens    :  12.00 B
+Target ratio      : 0.0020
+Repetition factor : 1
+
+Subset Name       : all-dressed:religion:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/religion/vigintile_0013
+Natural tokens    :  19.33 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:science_math_and_technology:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/science_math_and_technology/vigintile_0020
+Natural tokens    :  28.83 B
+Desired tokens    : 235.43 B
+Target ratio      : 0.0397
+Repetition factor : 9
+
+Subset Name       : all-dressed:software:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software/vigintile_0016
+Natural tokens    :  17.08 B
+Desired tokens    :  13.47 B
+Target ratio      : 0.0023
+Repetition factor : 1
+
+Subset Name       : all-dressed:sports_and_fitness:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/sports_and_fitness/vigintile_0015
+Natural tokens    :  38.65 B
+Desired tokens    :   0.09 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:travel_and_tourism:vigintile_0012
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/travel_and_tourism/vigintile_0012
+Natural tokens    :  16.70 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : wikipedia
+Base URI          : s3://ai2-llm/preprocessed/wikipedia-dolma-0823/allenai/dolma2-tokenizer
+Natural tokens    :   3.69 B
+Desired tokens    :   2.50 B
+Target ratio      : 0.0004
+Repetition factor : 1
+
+Subset Name       : stack-edu:C
+Base URI          : s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/C
+Natural tokens    :   4.74 B
+Desired tokens    :  16.58 B
+Target ratio      : 0.0028
+Repetition factor : 4
+
+Subset Name       : stack-edu:Ruby
+Base URI          : s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/Ruby
+Natural tokens    :   1.39 B
+Desired tokens    :   5.37 B
+Target ratio      : 0.0009
+Repetition factor : 4
+
+Subset Name       : all-dressed:adult_content:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/adult_content/vigintile_0018
+Natural tokens    :   8.42 B
+Desired tokens    :   4.08 B
+Target ratio      : 0.0007
+Repetition factor : 1
+
+Subset Name       : all-dressed:crime_and_law:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/crime_and_law/vigintile_0018
+Natural tokens    :  20.39 B
+Desired tokens    :  23.72 B
+Target ratio      : 0.0040
+Repetition factor : 2
+
+Subset Name       : all-dressed:electronics_and_hardware:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/electronics_and_hardware/vigintile_0014
+Natural tokens    :  13.07 B
+Desired tokens    :   0.40 B
+Target ratio      : 0.0001
+Repetition factor : 1
+
+Subset Name       : all-dressed:finance_and_business:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/finance_and_business/vigintile_0014
+Natural tokens    :  57.29 B
+Desired tokens    :   0.07 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:food_and_dining:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/food_and_dining/vigintile_0020
+Natural tokens    :  15.72 B
+Desired tokens    :  45.88 B
+Target ratio      : 0.0077
+Repetition factor : 3
+
+Subset Name       : all-dressed:health:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/health/vigintile_0013
+Natural tokens    :  41.01 B
+Desired tokens    :   0.18 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:home_and_hobbies:vigintile_0012
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/home_and_hobbies/vigintile_0012
+Natural tokens    :  31.47 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:literature:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/literature/vigintile_0013
+Natural tokens    :  19.52 B
+Desired tokens    :   0.05 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:science_math_and_technology:vigintile_0012
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/science_math_and_technology/vigintile_0012
+Natural tokens    :  25.66 B
+Desired tokens    :  10.92 B
+Target ratio      : 0.0018
+Repetition factor : 1
+
+Subset Name       : all-dressed:social_life:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/social_life/vigintile_0020
+Natural tokens    :  25.94 B
+Desired tokens    :  16.85 B
+Target ratio      : 0.0028
+Repetition factor : 1
+
+Subset Name       : all-dressed:software_development:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software_development/vigintile_0015
+Natural tokens    :  13.75 B
+Desired tokens    :  51.31 B
+Target ratio      : 0.0087
+Repetition factor : 4
+
+Subset Name       : all-dressed:transportation:vigintile_0012
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/transportation/vigintile_0012
+Natural tokens    :  11.31 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:travel_and_tourism:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/travel_and_tourism/vigintile_0015
+Natural tokens    :  21.54 B
+Desired tokens    :   0.01 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : s2pdf:fashion_and_beauty
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/fashion_and_beauty
+Natural tokens    :   0.54 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 0
+
+Subset Name       : s2pdf:sports_and_fitness
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/sports_and_fitness
+Natural tokens    :   5.28 B
+Desired tokens    :   2.88 B
+Target ratio      : 0.0005
+Repetition factor : 1
+
+Subset Name       : stack-edu:JavaScript
+Base URI          : s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/JavaScript
+Natural tokens    :   8.89 B
+Desired tokens    :  35.62 B
+Target ratio      : 0.0060
+Repetition factor : 5
+
+Subset Name       : all-dressed:adult_content:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/adult_content/vigintile_0016
+Natural tokens    :   8.84 B
+Desired tokens    :   0.03 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:crime_and_law:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/crime_and_law/vigintile_0014
+Natural tokens    :  14.76 B
+Desired tokens    :   0.02 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:electronics_and_hardware:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/electronics_and_hardware/vigintile_0018
+Natural tokens    :  16.54 B
+Desired tokens    :  41.69 B
+Target ratio      : 0.0070
+Repetition factor : 3
+
+Subset Name       : all-dressed:fashion_and_beauty:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/fashion_and_beauty/vigintile_0016
+Natural tokens    :  19.16 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:food_and_dining:vigintile_0011
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/food_and_dining/vigintile_0011
+Natural tokens    :  13.46 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:games:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/games/vigintile_0016
+Natural tokens    :  24.96 B
+Desired tokens    :  10.49 B
+Target ratio      : 0.0018
+Repetition factor : 1
+
+Subset Name       : all-dressed:history_and_geography:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/history_and_geography/vigintile_0016
+Natural tokens    :  17.00 B
+Desired tokens    :   0.61 B
+Target ratio      : 0.0001
+Repetition factor : 1
+
+Subset Name       : all-dressed:industrial:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/industrial/vigintile_0014
+Natural tokens    :   8.09 B
+Desired tokens    :   0.02 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:politics:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/politics/vigintile_0014
+Natural tokens    :  46.26 B
+Desired tokens    :   0.02 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:science_math_and_technology:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/science_math_and_technology/vigintile_0013
+Natural tokens    :  28.57 B
+Desired tokens    :  23.93 B
+Target ratio      : 0.0040
+Repetition factor : 1
+
+Subset Name       : all-dressed:social_life:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/social_life/vigintile_0016
+Natural tokens    :  28.51 B
+Desired tokens    :   0.07 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:software_development:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software_development/vigintile_0013
+Natural tokens    :  11.77 B
+Desired tokens    :  24.93 B
+Target ratio      : 0.0042
+Repetition factor : 3
+
+Subset Name       : all-dressed:sports_and_fitness:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/sports_and_fitness/vigintile_0020
+Natural tokens    :  33.45 B
+Desired tokens    :  43.58 B
+Target ratio      : 0.0073
+Repetition factor : 2
+
+Subset Name       : all-dressed:travel_and_tourism:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/travel_and_tourism/vigintile_0016
+Natural tokens    :  23.12 B
+Desired tokens    :   0.07 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : arxiv
+Base URI          : s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated-0625_tokenized/arxiv/train/allenai/dolma2-tokenizer
+Natural tokens    :  21.38 B
+Desired tokens    :  49.70 B
+Target ratio      : 0.0084
+Repetition factor : 3
+
+Subset Name       : s2pdf:industrial
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/industrial
+Natural tokens    :  28.25 B
+Desired tokens    :  42.87 B
+Target ratio      : 0.0072
+Repetition factor : 2
+
+Subset Name       : all-dressed:art_and_design:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/art_and_design/vigintile_0020
+Natural tokens    :  12.03 B
+Desired tokens    :  44.37 B
+Target ratio      : 0.0075
+Repetition factor : 4
+
+Subset Name       : all-dressed:education_and_jobs:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/education_and_jobs/vigintile_0013
+Natural tokens    :  23.44 B
+Desired tokens    :   0.01 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:electronics_and_hardware:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/electronics_and_hardware/vigintile_0020
+Natural tokens    :  13.58 B
+Desired tokens    :  95.05 B
+Target ratio      : 0.0160
+Repetition factor : 8
+
+Subset Name       : all-dressed:entertainment:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/entertainment/vigintile_0020
+Natural tokens    :  52.26 B
+Desired tokens    : 333.58 B
+Target ratio      : 0.0563
+Repetition factor : 7
+
+Subset Name       : all-dressed:finance_and_business:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/finance_and_business/vigintile_0016
+Natural tokens    :  62.36 B
+Desired tokens    :   1.80 B
+Target ratio      : 0.0003
+Repetition factor : 1
+
+Subset Name       : all-dressed:food_and_dining:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/food_and_dining/vigintile_0018
+Natural tokens    :  19.26 B
+Desired tokens    :  14.00 B
+Target ratio      : 0.0024
+Repetition factor : 1
+
+Subset Name       : all-dressed:health:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/health/vigintile_0016
+Natural tokens    :  51.03 B
+Desired tokens    :   8.28 B
+Target ratio      : 0.0014
+Repetition factor : 1
+
+Subset Name       : all-dressed:home_and_hobbies:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/home_and_hobbies/vigintile_0017
+Natural tokens    :  56.59 B
+Desired tokens    :   1.08 B
+Target ratio      : 0.0002
+Repetition factor : 1
+
+Subset Name       : all-dressed:literature:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/literature/vigintile_0018
+Natural tokens    :  44.84 B
+Desired tokens    :  72.46 B
+Target ratio      : 0.0122
+Repetition factor : 2
+
+Subset Name       : all-dressed:politics:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/politics/vigintile_0020
+Natural tokens    :  44.35 B
+Desired tokens    :  74.04 B
+Target ratio      : 0.0125
+Repetition factor : 2
+
+Subset Name       : all-dressed:social_life:vigintile_0012
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/social_life/vigintile_0012
+Natural tokens    :  18.94 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:software_development:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software_development/vigintile_0018
+Natural tokens    :  16.23 B
+Desired tokens    : 114.28 B
+Target ratio      : 0.0193
+Repetition factor : 8
+
+Subset Name       : all-dressed:transportation:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/transportation/vigintile_0014
+Natural tokens    :  13.13 B
+Desired tokens    :   0.01 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:travel_and_tourism:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/travel_and_tourism/vigintile_0017
+Natural tokens    :  25.21 B
+Desired tokens    :   0.39 B
+Target ratio      : 0.0001
+Repetition factor : 1
+
+Subset Name       : finemath-3plus
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/math/allenai/dolma2-tokenizer/finemath_3plus_all
+Natural tokens    :  34.06 B
+Desired tokens    : 152.00 B
+Target ratio      : 0.0256
+Repetition factor : 5
+
+Subset Name       : stack-edu:CSharp
+Base URI          : s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/CSharp
+Natural tokens    :   7.20 B
+Desired tokens    :  25.13 B
+Target ratio      : 0.0042
+Repetition factor : 4
+
+Subset Name       : stack-edu:Swift
+Base URI          : s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/Swift
+Natural tokens    :   1.51 B
+Desired tokens    :   5.80 B
+Target ratio      : 0.0010
+Repetition factor : 4
+
+Subset Name       : all-dressed:art_and_design:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/art_and_design/vigintile_0015
+Natural tokens    :  12.28 B
+Desired tokens    :   0.03 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:education_and_jobs:vigintile_0011
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/education_and_jobs/vigintile_0011
+Natural tokens    :  19.74 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:electronics_and_hardware:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/electronics_and_hardware/vigintile_0015
+Natural tokens    :  14.39 B
+Desired tokens    :   1.21 B
+Target ratio      : 0.0002
+Repetition factor : 1
+
+Subset Name       : all-dressed:entertainment:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/entertainment/vigintile_0018
+Natural tokens    :  56.97 B
+Desired tokens    :  79.80 B
+Target ratio      : 0.0135
+Repetition factor : 2
+
+Subset Name       : all-dressed:finance_and_business:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/finance_and_business/vigintile_0015
+Natural tokens    :  60.68 B
+Desired tokens    :   0.34 B
+Target ratio      : 0.0001
+Repetition factor : 1
+
+Subset Name       : all-dressed:games:vigintile_0012
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/games/vigintile_0012
+Natural tokens    :  19.20 B
+Desired tokens    :   0.19 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:health:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/health/vigintile_0017
+Natural tokens    :  53.83 B
+Desired tokens    :  32.30 B
+Target ratio      : 0.0054
+Repetition factor : 1
+
+Subset Name       : all-dressed:industrial:vigintile_0011
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/industrial/vigintile_0011
+Natural tokens    :   6.79 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:industrial:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/industrial/vigintile_0020
+Natural tokens    :   8.38 B
+Desired tokens    :  53.40 B
+Target ratio      : 0.0090
+Repetition factor : 7
+
+Subset Name       : all-dressed:religion:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/religion/vigintile_0015
+Natural tokens    :  24.51 B
+Desired tokens    :   0.02 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:software_development:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software_development/vigintile_0016
+Natural tokens    :  14.85 B
+Desired tokens    :  69.78 B
+Target ratio      : 0.0118
+Repetition factor : 5
+
+Subset Name       : all-dressed:transportation:vigintile_0011
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/transportation/vigintile_0011
+Natural tokens    :  10.61 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:travel_and_tourism:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/travel_and_tourism/vigintile_0018
+Natural tokens    :  25.14 B
+Desired tokens    :   2.12 B
+Target ratio      : 0.0004
+Repetition factor : 1
+
+Subset Name       : s2pdf:adult_content
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/adult_content
+Natural tokens    :   0.30 B
+Desired tokens    :   0.08 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : s2pdf:politics
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/politics
+Natural tokens    :  38.46 B
+Desired tokens    :  14.65 B
+Target ratio      : 0.0025
+Repetition factor : 1
+
+Subset Name       : stack-edu:Shell
+Base URI          : s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/Shell
+Natural tokens    :   2.54 B
+Desired tokens    :  10.44 B
+Target ratio      : 0.0018
+Repetition factor : 5
+
+Subset Name       : all-dressed:art_and_design:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/art_and_design/vigintile_0017
+Natural tokens    :  14.73 B
+Desired tokens    :   1.27 B
+Target ratio      : 0.0002
+Repetition factor : 1
+
+Subset Name       : all-dressed:education_and_jobs:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/education_and_jobs/vigintile_0015
+Natural tokens    :  27.77 B
+Desired tokens    :   0.24 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:entertainment:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/entertainment/vigintile_0015
+Natural tokens    :  44.76 B
+Desired tokens    :   0.71 B
+Target ratio      : 0.0001
+Repetition factor : 1
+
+Subset Name       : all-dressed:fashion_and_beauty:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/fashion_and_beauty/vigintile_0018
+Natural tokens    :  20.64 B
+Desired tokens    :   0.10 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:games:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/games/vigintile_0017
+Natural tokens    :  26.81 B
+Desired tokens    :  28.28 B
+Target ratio      : 0.0048
+Repetition factor : 2
+
+Subset Name       : all-dressed:history_and_geography:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/history_and_geography/vigintile_0015
+Natural tokens    :  14.93 B
+Desired tokens    :   0.10 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:industrial:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/industrial/vigintile_0013
+Natural tokens    :   7.49 B
+Desired tokens    :   0.01 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:politics:vigintile_0013
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/politics/vigintile_0013
+Natural tokens    :  42.27 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:science_math_and_technology:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/science_math_and_technology/vigintile_0015
+Natural tokens    :  35.84 B
+Desired tokens    :  67.66 B
+Target ratio      : 0.0114
+Repetition factor : 2
+
+Subset Name       : all-dressed:software:vigintile_0011
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software/vigintile_0011
+Natural tokens    :  11.70 B
+Desired tokens    :   0.14 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:software_development:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software_development/vigintile_0017
+Natural tokens    :  15.98 B
+Desired tokens    :  92.20 B
+Target ratio      : 0.0155
+Repetition factor : 6
+
+Subset Name       : all-dressed:transportation:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/transportation/vigintile_0017
+Natural tokens    :  16.49 B
+Desired tokens    :   1.43 B
+Target ratio      : 0.0002
+Repetition factor : 1
+
+Subset Name       : all-dressed:travel_and_tourism:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/travel_and_tourism/vigintile_0020
+Natural tokens    :  19.93 B
+Desired tokens    :   7.32 B
+Target ratio      : 0.0012
+Repetition factor : 1
+
+Subset Name       : s2pdf:entertainment
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/entertainment
+Natural tokens    :   5.86 B
+Desired tokens    :   1.76 B
+Target ratio      : 0.0003
+Repetition factor : 1
+
+Subset Name       : s2pdf:social_life
+Base URI          : s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/social_life
+Natural tokens    :   3.11 B
+Desired tokens    :   0.17 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : stack-edu:Java
+Base URI          : s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/Java
+Natural tokens    :  31.35 B
+Desired tokens    :  65.31 B
+Target ratio      : 0.0110
+Repetition factor : 3
+
+Subset Name       : all-dressed:adult_content:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/adult_content/vigintile_0015
+Natural tokens    :   7.05 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:crime_and_law:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/crime_and_law/vigintile_0016
+Natural tokens    :  17.73 B
+Desired tokens    :   0.54 B
+Target ratio      : 0.0001
+Repetition factor : 1
+
+Subset Name       : all-dressed:education_and_jobs:vigintile_0020
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/education_and_jobs/vigintile_0020
+Natural tokens    :  25.14 B
+Desired tokens    : 145.66 B
+Target ratio      : 0.0246
+Repetition factor : 6
+
+Subset Name       : all-dressed:entertainment:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/entertainment/vigintile_0016
+Natural tokens    :  49.56 B
+Desired tokens    :   3.20 B
+Target ratio      : 0.0005
+Repetition factor : 1
+
+Subset Name       : all-dressed:finance_and_business:vigintile_0011
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/finance_and_business/vigintile_0011
+Natural tokens    :  46.08 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:food_and_dining:vigintile_0016
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/food_and_dining/vigintile_0016
+Natural tokens    :  20.67 B
+Desired tokens    :   0.53 B
+Target ratio      : 0.0001
+Repetition factor : 1
+
+Subset Name       : all-dressed:health:vigintile_0015
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/health/vigintile_0015
+Natural tokens    :  47.63 B
+Desired tokens    :   2.21 B
+Target ratio      : 0.0004
+Repetition factor : 1
+
+Subset Name       : all-dressed:home_and_hobbies:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/home_and_hobbies/vigintile_0018
+Natural tokens    :  54.82 B
+Desired tokens    :   7.41 B
+Target ratio      : 0.0012
+Repetition factor : 1
+
+Subset Name       : all-dressed:politics:vigintile_0011
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/politics/vigintile_0011
+Natural tokens    :  35.73 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:religion:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/religion/vigintile_0014
+Natural tokens    :  22.03 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
+Subset Name       : all-dressed:social_life:vigintile_0017
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/social_life/vigintile_0017
+Natural tokens    :  31.04 B
+Desired tokens    :   0.49 B
+Target ratio      : 0.0001
+Repetition factor : 1
+
+Subset Name       : all-dressed:software_development:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software_development/vigintile_0014
+Natural tokens    :  12.69 B
+Desired tokens    :  36.86 B
+Target ratio      : 0.0062
+Repetition factor : 3
+
+Subset Name       : all-dressed:sports_and_fitness:vigintile_0018
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/sports_and_fitness/vigintile_0018
+Natural tokens    :  40.28 B
+Desired tokens    :  12.37 B
+Target ratio      : 0.0021
+Repetition factor : 1
+
+Subset Name       : all-dressed:travel_and_tourism:vigintile_0014
+Base URI          : s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/travel_and_tourism/vigintile_0014
+Natural tokens    :  19.31 B
+Desired tokens    :   0.00 B
+Target ratio      : 0.0000
+Repetition factor : 1
+
diff --git a/configs/dolma2-resharding/ablation.py b/configs/dolma2-resharding/ablation.py
new file mode 100755
index 00000000..e1753729
--- /dev/null
+++ b/configs/dolma2-resharding/ablation.py
@@ -0,0 +1,208 @@
+#!/usr/bin/env -S uv run
+# /// script
+# requires-python = ">=3.8"
+# dependencies = [
+#     "boto3",
+#     "tqdm",
+#     "pyyaml",
+# ]
+# ///
+
+import json
+import math
+import os
+from concurrent.futures import ProcessPoolExecutor, ThreadPoolExecutor, as_completed
+from dataclasses import dataclass
+from pathlib import Path
+from urllib.parse import urlparse
+
+import boto3
+import tqdm
+import yaml
+
+BASE_URLS = {
+    "all-dressed": "s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/{topic}/{quality}",
+    "s2pdf": "s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/{topic}",
+    "stack-edu": "s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/{topic}",
+    "finemath-3plus": "s3://ai2-llm/preprocessed/olmo3-final/math/allenai/dolma2-tokenizer/finemath_3plus_all",
+    "wikipedia": "s3://ai2-llm/preprocessed/wikipedia-dolma-0823/allenai/dolma2-tokenizer",
+    "arxiv": "s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated-0625_tokenized/arxiv/train/allenai/dolma2-tokenizer",
+}
+
+
+def get_size_of_prefix(prefix: str, ext: str = ".npy") -> int:
+    bucket, prefix = (p := urlparse(prefix)).netloc, p.path.lstrip("/")
+    s3 = boto3.client("s3")
+
+    total_size = 0
+    continuation_token = None
+
+    while True:
+        if continuation_token:
+            response = s3.list_objects_v2(Bucket=bucket, Prefix=prefix, ContinuationToken=continuation_token)
+        else:
+            response = s3.list_objects_v2(Bucket=bucket, Prefix=prefix)
+
+        for obj in response.get("Contents", []):
+            if "Key" not in obj:
+                continue
+
+            if not obj["Key"].endswith(ext):
+                continue
+
+            if "Size" not in obj:
+                continue
+
+            total_size += int(obj["Size"])
+
+        if response.get("IsTruncated", False):
+            continuation_token = response.get("NextContinuationToken")
+        else:
+            break
+
+    return total_size
+
+
+@dataclass(frozen=True)
+class WeightConfig:
+    domain: str
+    topic: str | None
+    quality: str | None
+    weight: float
+
+    @classmethod
+    def from_dict(cls, d: dict) -> "WeightConfig":
+        domain_topic_quality = d["domain"].split(":")
+        if len(domain_topic_quality) == 3:
+            return cls(
+                domain=domain_topic_quality[0],
+                topic=domain_topic_quality[1],
+                quality=domain_topic_quality[2],
+                weight=d["weight"],
+            )
+        elif len(domain_topic_quality) == 2:
+            return cls(
+                domain=domain_topic_quality[0], topic=domain_topic_quality[1], quality=None, weight=d["weight"]
+            )
+        elif len(domain_topic_quality) == 1:
+            return cls(domain=domain_topic_quality[0], topic=None, quality=None, weight=d["weight"])
+        else:
+            raise ValueError(f"Invalid domain: {d['domain']}")
+
+    @property
+    def uri(self) -> str:
+        fmt = {
+            **({"topic": self.topic} if self.topic is not None else {}),
+            **({"quality": self.quality} if self.quality is not None else {}),
+        }
+        try:
+            return BASE_URLS[self.domain].format(**fmt)
+        except KeyError:
+            raise ValueError(f"Invalid domain: {self.domain}")
+
+    @property
+    def name(self) -> str:
+        name = f"{self.domain}:{self.topic or ''}:{self.quality or ''}"
+        return name.strip(":")
+
+
+TOKEN_TARGET = 5_929_970_906_676
+# TOKEN_TARGET = 6_000_000_000_000
+
+
+cross_source_pstar = {
+    "finemath-3plus": 0.025340376929054265,
+    "arxiv": 0.008284928006565282,
+    "wikipedia": 0.000416156026289699,
+    "all-dressed": 0.752076181317783,
+    "s2pdf": 0.134320140174659,
+    "stack-edu": 0.06816936506111054,
+}
+
+
+def make_one_config(weight_config: WeightConfig, token_target: int) -> dict:
+    base_uri = weight_config.uri
+    actual_size = get_size_of_prefix(base_uri.rstrip("/") + "/") // 4  # 4 bytes per token
+    desired_size = token_target * weight_config.weight
+    sample_rate = math.ceil(desired_size / actual_size)
+
+    msg = (
+        f"Subset Name       : {weight_config.name}\n"
+        f"Base URI          : {base_uri}\n"
+        f"Natural tokens    : {actual_size / 1000 ** 3:6.2f} B\n"
+        f"Desired tokens    : {desired_size / 1000 ** 3:6.2f} B\n"
+        f"Target ratio      : {weight_config.weight:6.4f}\n"
+        f"Repetition factor : {sample_rate}\n"
+    )
+    print(msg)
+    return {
+        "name": weight_config.name,
+        "target_ratio": weight_config.weight,
+        "repetition_factor": sample_rate,
+        "paths": [base_uri.rstrip("/") + "/*.npy"],
+    }
+
+
+def main():
+
+    weights = []
+
+    # load everything from here except pes2o (not used) and dclm (we will load from snazzy2)
+    raw_weights_path = Path(__file__).parent / "s2pdf/full_pstar_7rep_dclm_stackedu_conditional.json"
+    with open(raw_weights_path, "r") as f:
+        other_weights = [WeightConfig.from_dict(w) for w in json.load(f)]
+        weights.extend([w for w in other_weights if w.domain in cross_source_pstar])
+
+    snazzy2_weights_path = Path(__file__).parent / "all-dressed/vigintiles/snazzy2.json"
+    with open(snazzy2_weights_path, "r") as f:
+        snazzy2_weights = [
+            WeightConfig(
+                domain="all-dressed",
+                topic=(topic_quality := k.split("/"))[0],
+                quality=topic_quality[1],
+                weight=v * cross_source_pstar["all-dressed"],
+            )
+            for k, v in json.load(f).items()
+        ]
+        weights.extend(snazzy2_weights)
+
+    # gotta round up to 1 the weights
+    if (sum_weights := sum(w.weight for w in weights)) < 1:
+        print(f"Sum of weights is {sum_weights:.4f}, rounding up to 1")
+        weights = [
+            WeightConfig(domain=w.domain, topic=w.topic, quality=w.quality, weight=w.weight / sum_weights)
+            for w in weights
+        ]
+
+    with ProcessPoolExecutor(max_workers=os.cpu_count()) as executor:
+        # with ThreadPoolExecutor(max_workers=1) as executor:
+        futures = []
+        for weight_config in weights:
+            future = executor.submit(make_one_config, weight_config=weight_config, token_target=TOKEN_TARGET)
+            futures.append(future)
+
+        sources = []
+        for future in as_completed(futures):
+            try:
+                source = future.result()
+                sources.append(source)
+            except Exception as e:
+                print(f"Error making config for {weight_config.name}: {e}")
+                for future in futures:
+                    future.cancel()
+                raise e
+
+    # remove sources with target ratio = 0
+    sources = [source for source in sources if source["target_ratio"] > 0]
+
+    # sort sources by name
+    sources = sorted(sources, key=lambda x: x["name"])
+
+    # make and write config
+    config = {"dataset": {"sources": sources}}
+    with open(Path(__file__).parent / "ablation.yaml", "w") as f:
+        yaml.dump(config, f)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/configs/dolma2-resharding/ablation.yaml b/configs/dolma2-resharding/ablation.yaml
new file mode 100644
index 00000000..111ca598
--- /dev/null
+++ b/configs/dolma2-resharding/ablation.yaml
@@ -0,0 +1,1212 @@
+dataset:
+  sources:
+  - name: all-dressed:adult_content:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/adult_content/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 4.888839929381333e-09
+  - name: all-dressed:adult_content:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/adult_content/vigintile_0014/*.npy
+    repetition_factor: 1
+    target_ratio: 3.8301684076646866e-08
+  - name: all-dressed:adult_content:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/adult_content/vigintile_0015/*.npy
+    repetition_factor: 1
+    target_ratio: 3.2633541449838395e-07
+  - name: all-dressed:adult_content:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/adult_content/vigintile_0016/*.npy
+    repetition_factor: 1
+    target_ratio: 4.2238103056761175e-06
+  - name: all-dressed:adult_content:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/adult_content/vigintile_0017/*.npy
+    repetition_factor: 1
+    target_ratio: 7.183538475035353e-05
+  - name: all-dressed:adult_content:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/adult_content/vigintile_0018/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0006887648064833394
+  - name: all-dressed:adult_content:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/adult_content/vigintile_0020/*.npy
+    repetition_factor: 2
+    target_ratio: 0.00010518633531009835
+  - name: all-dressed:art_and_design:vigintile_0012
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/art_and_design/vigintile_0012/*.npy
+    repetition_factor: 1
+    target_ratio: 2.7338444340700146e-08
+  - name: all-dressed:art_and_design:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/art_and_design/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 1.5752358277003603e-07
+  - name: all-dressed:art_and_design:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/art_and_design/vigintile_0014/*.npy
+    repetition_factor: 1
+    target_ratio: 8.544745357955255e-07
+  - name: all-dressed:art_and_design:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/art_and_design/vigintile_0015/*.npy
+    repetition_factor: 1
+    target_ratio: 4.789544027301923e-06
+  - name: all-dressed:art_and_design:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/art_and_design/vigintile_0016/*.npy
+    repetition_factor: 1
+    target_ratio: 3.0126198178097416e-05
+  - name: all-dressed:art_and_design:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/art_and_design/vigintile_0017/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00021432697874750596
+  - name: all-dressed:art_and_design:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/art_and_design/vigintile_0018/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0017738840082224846
+  - name: all-dressed:art_and_design:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/art_and_design/vigintile_0020/*.npy
+    repetition_factor: 4
+    target_ratio: 0.007482897953957075
+  - name: all-dressed:crime_and_law:vigintile_0011
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/crime_and_law/vigintile_0011/*.npy
+    repetition_factor: 1
+    target_ratio: 3.1843518796017836e-08
+  - name: all-dressed:crime_and_law:vigintile_0012
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/crime_and_law/vigintile_0012/*.npy
+    repetition_factor: 1
+    target_ratio: 1.6240528550191057e-07
+  - name: all-dressed:crime_and_law:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/crime_and_law/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 7.186002308764538e-07
+  - name: all-dressed:crime_and_law:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/crime_and_law/vigintile_0014/*.npy
+    repetition_factor: 1
+    target_ratio: 3.2699623043109103e-06
+  - name: all-dressed:crime_and_law:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/crime_and_law/vigintile_0015/*.npy
+    repetition_factor: 1
+    target_ratio: 1.622023563703666e-05
+  - name: all-dressed:crime_and_law:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/crime_and_law/vigintile_0016/*.npy
+    repetition_factor: 1
+    target_ratio: 9.186450471671149e-05
+  - name: all-dressed:crime_and_law:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/crime_and_law/vigintile_0017/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0005811430580008507
+  - name: all-dressed:crime_and_law:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/crime_and_law/vigintile_0018/*.npy
+    repetition_factor: 2
+    target_ratio: 0.0039993215237273255
+  - name: all-dressed:crime_and_law:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/crime_and_law/vigintile_0020/*.npy
+    repetition_factor: 7
+    target_ratio: 0.017547466376744446
+  - name: all-dressed:education_and_jobs:vigintile_0011
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/education_and_jobs/vigintile_0011/*.npy
+    repetition_factor: 1
+    target_ratio: 7.190331913413103e-08
+  - name: all-dressed:education_and_jobs:vigintile_0012
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/education_and_jobs/vigintile_0012/*.npy
+    repetition_factor: 1
+    target_ratio: 3.6802198414206233e-07
+  - name: all-dressed:education_and_jobs:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/education_and_jobs/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 1.6717823868102729e-06
+  - name: all-dressed:education_and_jobs:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/education_and_jobs/vigintile_0014/*.npy
+    repetition_factor: 1
+    target_ratio: 7.827556652622969e-06
+  - name: all-dressed:education_and_jobs:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/education_and_jobs/vigintile_0015/*.npy
+    repetition_factor: 1
+    target_ratio: 4.043419163991613e-05
+  - name: all-dressed:education_and_jobs:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/education_and_jobs/vigintile_0016/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00021681288030676236
+  - name: all-dressed:education_and_jobs:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/education_and_jobs/vigintile_0017/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0011872890309069996
+  - name: all-dressed:education_and_jobs:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/education_and_jobs/vigintile_0018/*.npy
+    repetition_factor: 2
+    target_ratio: 0.00660080301434597
+  - name: all-dressed:education_and_jobs:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/education_and_jobs/vigintile_0020/*.npy
+    repetition_factor: 6
+    target_ratio: 0.024562949301373947
+  - name: all-dressed:electronics_and_hardware:vigintile_0011
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/electronics_and_hardware/vigintile_0011/*.npy
+    repetition_factor: 1
+    target_ratio: 2.3601137945874096e-06
+  - name: all-dressed:electronics_and_hardware:vigintile_0012
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/electronics_and_hardware/vigintile_0012/*.npy
+    repetition_factor: 1
+    target_ratio: 8.12119291511839e-06
+  - name: all-dressed:electronics_and_hardware:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/electronics_and_hardware/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 2.2948165390448923e-05
+  - name: all-dressed:electronics_and_hardware:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/electronics_and_hardware/vigintile_0014/*.npy
+    repetition_factor: 1
+    target_ratio: 6.6918565885042e-05
+  - name: all-dressed:electronics_and_hardware:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/electronics_and_hardware/vigintile_0015/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00020470337336571178
+  - name: all-dressed:electronics_and_hardware:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/electronics_and_hardware/vigintile_0016/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0006772920048798669
+  - name: all-dressed:electronics_and_hardware:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/electronics_and_hardware/vigintile_0017/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0022221442368570254
+  - name: all-dressed:electronics_and_hardware:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/electronics_and_hardware/vigintile_0018/*.npy
+    repetition_factor: 3
+    target_ratio: 0.007031127113728502
+  - name: all-dressed:electronics_and_hardware:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/electronics_and_hardware/vigintile_0020/*.npy
+    repetition_factor: 8
+    target_ratio: 0.016028371484787234
+  - name: all-dressed:entertainment:vigintile_0012
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/entertainment/vigintile_0012/*.npy
+    repetition_factor: 1
+    target_ratio: 1.6842087834446143e-06
+  - name: all-dressed:entertainment:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/entertainment/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 7.599518963122566e-06
+  - name: all-dressed:entertainment:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/entertainment/vigintile_0014/*.npy
+    repetition_factor: 1
+    target_ratio: 2.9506361314362786e-05
+  - name: all-dressed:entertainment:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/entertainment/vigintile_0015/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0001201768017185984
+  - name: all-dressed:entertainment:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/entertainment/vigintile_0016/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0005403263934865682
+  - name: all-dressed:entertainment:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/entertainment/vigintile_0017/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0026096107870991537
+  - name: all-dressed:entertainment:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/entertainment/vigintile_0018/*.npy
+    repetition_factor: 2
+    target_ratio: 0.013456776776588273
+  - name: all-dressed:entertainment:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/entertainment/vigintile_0020/*.npy
+    repetition_factor: 7
+    target_ratio: 0.05625406846559406
+  - name: all-dressed:fashion_and_beauty:vigintile_0012
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/fashion_and_beauty/vigintile_0012/*.npy
+    repetition_factor: 1
+    target_ratio: 2.785031307544406e-10
+  - name: all-dressed:fashion_and_beauty:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/fashion_and_beauty/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 1.5389339982501387e-09
+  - name: all-dressed:fashion_and_beauty:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/fashion_and_beauty/vigintile_0014/*.npy
+    repetition_factor: 1
+    target_ratio: 7.433302054150595e-09
+  - name: all-dressed:fashion_and_beauty:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/fashion_and_beauty/vigintile_0015/*.npy
+    repetition_factor: 1
+    target_ratio: 4.091445795912251e-08
+  - name: all-dressed:fashion_and_beauty:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/fashion_and_beauty/vigintile_0016/*.npy
+    repetition_factor: 1
+    target_ratio: 2.828985342715727e-07
+  - name: all-dressed:fashion_and_beauty:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/fashion_and_beauty/vigintile_0017/*.npy
+    repetition_factor: 1
+    target_ratio: 2.524458708644147e-06
+  - name: all-dressed:fashion_and_beauty:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/fashion_and_beauty/vigintile_0018/*.npy
+    repetition_factor: 1
+    target_ratio: 1.7553352575144054e-05
+  - name: all-dressed:fashion_and_beauty:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/fashion_and_beauty/vigintile_0020/*.npy
+    repetition_factor: 1
+    target_ratio: 7.645962766034606e-05
+  - name: all-dressed:finance_and_business:vigintile_0011
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/finance_and_business/vigintile_0011/*.npy
+    repetition_factor: 1
+    target_ratio: 7.793007389932867e-08
+  - name: all-dressed:finance_and_business:vigintile_0012
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/finance_and_business/vigintile_0012/*.npy
+    repetition_factor: 1
+    target_ratio: 4.407793505683075e-07
+  - name: all-dressed:finance_and_business:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/finance_and_business/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 2.263288237085406e-06
+  - name: all-dressed:finance_and_business:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/finance_and_business/vigintile_0014/*.npy
+    repetition_factor: 1
+    target_ratio: 1.1155486757002212e-05
+  - name: all-dressed:finance_and_business:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/finance_and_business/vigintile_0015/*.npy
+    repetition_factor: 1
+    target_ratio: 5.7962090491908636e-05
+  - name: all-dressed:finance_and_business:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/finance_and_business/vigintile_0016/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00030338069947890466
+  - name: all-dressed:finance_and_business:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/finance_and_business/vigintile_0017/*.npy
+    repetition_factor: 1
+    target_ratio: 0.001487985472882501
+  - name: all-dressed:finance_and_business:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/finance_and_business/vigintile_0018/*.npy
+    repetition_factor: 1
+    target_ratio: 0.006600242312734452
+  - name: all-dressed:finance_and_business:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/finance_and_business/vigintile_0020/*.npy
+    repetition_factor: 3
+    target_ratio: 0.022476124807886654
+  - name: all-dressed:food_and_dining:vigintile_0011
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/food_and_dining/vigintile_0011/*.npy
+    repetition_factor: 1
+    target_ratio: 2.413497438902672e-08
+  - name: all-dressed:food_and_dining:vigintile_0012
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/food_and_dining/vigintile_0012/*.npy
+    repetition_factor: 1
+    target_ratio: 1.2535431372720965e-07
+  - name: all-dressed:food_and_dining:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/food_and_dining/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 5.829967440155756e-07
+  - name: all-dressed:food_and_dining:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/food_and_dining/vigintile_0014/*.npy
+    repetition_factor: 1
+    target_ratio: 2.8631759064815014e-06
+  - name: all-dressed:food_and_dining:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/food_and_dining/vigintile_0015/*.npy
+    repetition_factor: 1
+    target_ratio: 1.5744036308134813e-05
+  - name: all-dressed:food_and_dining:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/food_and_dining/vigintile_0016/*.npy
+    repetition_factor: 1
+    target_ratio: 8.995655348331771e-05
+  - name: all-dressed:food_and_dining:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/food_and_dining/vigintile_0017/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0005098762206111881
+  - name: all-dressed:food_and_dining:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/food_and_dining/vigintile_0018/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0023602414178112217
+  - name: all-dressed:food_and_dining:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/food_and_dining/vigintile_0020/*.npy
+    repetition_factor: 3
+    target_ratio: 0.0077365360946123
+  - name: all-dressed:games:vigintile_0012
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/games/vigintile_0012/*.npy
+    repetition_factor: 1
+    target_ratio: 3.132299499403478e-05
+  - name: all-dressed:games:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/games/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00010259516564574387
+  - name: all-dressed:games:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/games/vigintile_0014/*.npy
+    repetition_factor: 1
+    target_ratio: 0.000272038106309843
+  - name: all-dressed:games:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/games/vigintile_0015/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0006914857086765009
+  - name: all-dressed:games:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/games/vigintile_0016/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0017686297285715818
+  - name: all-dressed:games:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/games/vigintile_0017/*.npy
+    repetition_factor: 2
+    target_ratio: 0.004769341807850287
+  - name: all-dressed:games:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/games/vigintile_0018/*.npy
+    repetition_factor: 3
+    target_ratio: 0.013850029723686728
+  - name: all-dressed:games:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/games/vigintile_0020/*.npy
+    repetition_factor: 8
+    target_ratio: 0.030939537656638916
+  - name: all-dressed:health:vigintile_0011
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/health/vigintile_0011/*.npy
+    repetition_factor: 1
+    target_ratio: 2.22661357759855e-06
+  - name: all-dressed:health:vigintile_0012
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/health/vigintile_0012/*.npy
+    repetition_factor: 1
+    target_ratio: 8.917280330579426e-06
+  - name: all-dressed:health:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/health/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 3.0476749411771047e-05
+  - name: all-dressed:health:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/health/vigintile_0014/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00010640822039670898
+  - name: all-dressed:health:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/health/vigintile_0015/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00037241309229369085
+  - name: all-dressed:health:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/health/vigintile_0016/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0013964930748848329
+  - name: all-dressed:health:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/health/vigintile_0017/*.npy
+    repetition_factor: 1
+    target_ratio: 0.005446395769128015
+  - name: all-dressed:health:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/health/vigintile_0018/*.npy
+    repetition_factor: 3
+    target_ratio: 0.020860419027065622
+  - name: all-dressed:health:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/health/vigintile_0020/*.npy
+    repetition_factor: 7
+    target_ratio: 0.047410735510919094
+  - name: all-dressed:history_and_geography:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/history_and_geography/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 5.931708027603779e-07
+  - name: all-dressed:history_and_geography:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/history_and_geography/vigintile_0014/*.npy
+    repetition_factor: 1
+    target_ratio: 3.328393927100208e-06
+  - name: all-dressed:history_and_geography:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/history_and_geography/vigintile_0015/*.npy
+    repetition_factor: 1
+    target_ratio: 1.755010000800208e-05
+  - name: all-dressed:history_and_geography:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/history_and_geography/vigintile_0016/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00010260692269515485
+  - name: all-dressed:history_and_geography:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/history_and_geography/vigintile_0017/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0007246250612928564
+  - name: all-dressed:history_and_geography:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/history_and_geography/vigintile_0018/*.npy
+    repetition_factor: 2
+    target_ratio: 0.005032289677021166
+  - name: all-dressed:history_and_geography:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/history_and_geography/vigintile_0020/*.npy
+    repetition_factor: 7
+    target_ratio: 0.014734049685859936
+  - name: all-dressed:home_and_hobbies:vigintile_0012
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/home_and_hobbies/vigintile_0012/*.npy
+    repetition_factor: 1
+    target_ratio: 2.32342685927812e-08
+  - name: all-dressed:home_and_hobbies:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/home_and_hobbies/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 1.2699833027312767e-07
+  - name: all-dressed:home_and_hobbies:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/home_and_hobbies/vigintile_0014/*.npy
+    repetition_factor: 1
+    target_ratio: 6.253146258919168e-07
+  - name: all-dressed:home_and_hobbies:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/home_and_hobbies/vigintile_0015/*.npy
+    repetition_factor: 1
+    target_ratio: 3.444076499192907e-06
+  - name: all-dressed:home_and_hobbies:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/home_and_hobbies/vigintile_0016/*.npy
+    repetition_factor: 1
+    target_ratio: 2.300523921936357e-05
+  - name: all-dressed:home_and_hobbies:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/home_and_hobbies/vigintile_0017/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00018170275142159205
+  - name: all-dressed:home_and_hobbies:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/home_and_hobbies/vigintile_0018/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0012489999951922233
+  - name: all-dressed:home_and_hobbies:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/home_and_hobbies/vigintile_0020/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0055610452446265635
+  - name: all-dressed:industrial:vigintile_0011
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/industrial/vigintile_0011/*.npy
+    repetition_factor: 1
+    target_ratio: 4.241776954213832e-08
+  - name: all-dressed:industrial:vigintile_0012
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/industrial/vigintile_0012/*.npy
+    repetition_factor: 1
+    target_ratio: 2.099379407983175e-07
+  - name: all-dressed:industrial:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/industrial/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 8.820859319761287e-07
+  - name: all-dressed:industrial:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/industrial/vigintile_0014/*.npy
+    repetition_factor: 1
+    target_ratio: 3.844879183700919e-06
+  - name: all-dressed:industrial:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/industrial/vigintile_0015/*.npy
+    repetition_factor: 1
+    target_ratio: 1.778667991668441e-05
+  - name: all-dressed:industrial:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/industrial/vigintile_0016/*.npy
+    repetition_factor: 1
+    target_ratio: 8.9601128783755e-05
+  - name: all-dressed:industrial:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/industrial/vigintile_0017/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0004784750791783453
+  - name: all-dressed:industrial:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/industrial/vigintile_0018/*.npy
+    repetition_factor: 2
+    target_ratio: 0.002382559589853123
+  - name: all-dressed:industrial:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/industrial/vigintile_0020/*.npy
+    repetition_factor: 7
+    target_ratio: 0.009005084668450607
+  - name: all-dressed:literature:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/literature/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 8.326296490784335e-06
+  - name: all-dressed:literature:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/literature/vigintile_0014/*.npy
+    repetition_factor: 1
+    target_ratio: 3.276405956771744e-05
+  - name: all-dressed:literature:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/literature/vigintile_0015/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00011345845687141338
+  - name: all-dressed:literature:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/literature/vigintile_0016/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00042381017046076144
+  - name: all-dressed:literature:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/literature/vigintile_0017/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0020243606298684775
+  - name: all-dressed:literature:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/literature/vigintile_0018/*.npy
+    repetition_factor: 2
+    target_ratio: 0.01221999609757044
+  - name: all-dressed:literature:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/literature/vigintile_0020/*.npy
+    repetition_factor: 7
+    target_ratio: 0.037098992273756556
+  - name: all-dressed:politics:vigintile_0011
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/politics/vigintile_0011/*.npy
+    repetition_factor: 1
+    target_ratio: 2.3921881789641743e-08
+  - name: all-dressed:politics:vigintile_0012
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/politics/vigintile_0012/*.npy
+    repetition_factor: 1
+    target_ratio: 1.3120319068176834e-07
+  - name: all-dressed:politics:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/politics/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 6.259754990176311e-07
+  - name: all-dressed:politics:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/politics/vigintile_0014/*.npy
+    repetition_factor: 1
+    target_ratio: 3.160156359000192e-06
+  - name: all-dressed:politics:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/politics/vigintile_0015/*.npy
+    repetition_factor: 1
+    target_ratio: 1.7005120087388388e-05
+  - name: all-dressed:politics:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/politics/vigintile_0016/*.npy
+    repetition_factor: 1
+    target_ratio: 9.49365445631273e-05
+  - name: all-dressed:politics:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/politics/vigintile_0017/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0005738849599741415
+  - name: all-dressed:politics:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/politics/vigintile_0018/*.npy
+    repetition_factor: 1
+    target_ratio: 0.003335069880738106
+  - name: all-dressed:politics:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/politics/vigintile_0020/*.npy
+    repetition_factor: 2
+    target_ratio: 0.012486076496178722
+  - name: all-dressed:religion:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/religion/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 7.830740322575062e-08
+  - name: all-dressed:religion:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/religion/vigintile_0014/*.npy
+    repetition_factor: 1
+    target_ratio: 5.920201221495388e-07
+  - name: all-dressed:religion:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/religion/vigintile_0015/*.npy
+    repetition_factor: 1
+    target_ratio: 4.138011329254504e-06
+  - name: all-dressed:religion:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/religion/vigintile_0016/*.npy
+    repetition_factor: 1
+    target_ratio: 3.192726020817335e-05
+  - name: all-dressed:religion:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/religion/vigintile_0017/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0002848061306883643
+  - name: all-dressed:religion:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/religion/vigintile_0018/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00271857064196512
+  - name: all-dressed:religion:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/religion/vigintile_0020/*.npy
+    repetition_factor: 4
+    target_ratio: 0.011996132020233329
+  - name: all-dressed:science_math_and_technology:vigintile_0012
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/science_math_and_technology/vigintile_0012/*.npy
+    repetition_factor: 1
+    target_ratio: 0.001840657391646038
+  - name: all-dressed:science_math_and_technology:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/science_math_and_technology/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00403489495332744
+  - name: all-dressed:science_math_and_technology:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/science_math_and_technology/vigintile_0014/*.npy
+    repetition_factor: 2
+    target_ratio: 0.006927785817951225
+  - name: all-dressed:science_math_and_technology:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/science_math_and_technology/vigintile_0015/*.npy
+    repetition_factor: 2
+    target_ratio: 0.011409304595613911
+  - name: all-dressed:science_math_and_technology:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/science_math_and_technology/vigintile_0016/*.npy
+    repetition_factor: 3
+    target_ratio: 0.01889999948798935
+  - name: all-dressed:science_math_and_technology:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/science_math_and_technology/vigintile_0017/*.npy
+    repetition_factor: 5
+    target_ratio: 0.03137604129783345
+  - name: all-dressed:science_math_and_technology:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/science_math_and_technology/vigintile_0018/*.npy
+    repetition_factor: 7
+    target_ratio: 0.04575976322109039
+  - name: all-dressed:science_math_and_technology:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/science_math_and_technology/vigintile_0020/*.npy
+    repetition_factor: 9
+    target_ratio: 0.039700939950123366
+  - name: all-dressed:social_life:vigintile_0012
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/social_life/vigintile_0012/*.npy
+    repetition_factor: 1
+    target_ratio: 1.008833225274497e-08
+  - name: all-dressed:social_life:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/social_life/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 5.675053715042752e-08
+  - name: all-dressed:social_life:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/social_life/vigintile_0014/*.npy
+    repetition_factor: 1
+    target_ratio: 2.933706058412839e-07
+  - name: all-dressed:social_life:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/social_life/vigintile_0015/*.npy
+    repetition_factor: 1
+    target_ratio: 1.6363855076583667e-06
+  - name: all-dressed:social_life:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/social_life/vigintile_0016/*.npy
+    repetition_factor: 1
+    target_ratio: 1.0967468851145498e-05
+  - name: all-dressed:social_life:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/social_life/vigintile_0017/*.npy
+    repetition_factor: 1
+    target_ratio: 8.20226443725068e-05
+  - name: all-dressed:social_life:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/social_life/vigintile_0018/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0005977415498580481
+  - name: all-dressed:social_life:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/social_life/vigintile_0020/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0028418989191311664
+  - name: all-dressed:software:vigintile_0011
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software/vigintile_0011/*.npy
+    repetition_factor: 1
+    target_ratio: 2.2839745846807322e-05
+  - name: all-dressed:software:vigintile_0012
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software/vigintile_0012/*.npy
+    repetition_factor: 1
+    target_ratio: 6.830269326270995e-05
+  - name: all-dressed:software:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00016445483035412023
+  - name: all-dressed:software:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software/vigintile_0014/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0004089096381021688
+  - name: all-dressed:software:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software/vigintile_0015/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0009630819714032733
+  - name: all-dressed:software:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software/vigintile_0016/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0022723537856840868
+  - name: all-dressed:software:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software/vigintile_0017/*.npy
+    repetition_factor: 2
+    target_ratio: 0.00507494466013384
+  - name: all-dressed:software:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software/vigintile_0018/*.npy
+    repetition_factor: 4
+    target_ratio: 0.010790717266264151
+  - name: all-dressed:software:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software/vigintile_0020/*.npy
+    repetition_factor: 8
+    target_ratio: 0.016247208751460924
+  - name: all-dressed:software_development:vigintile_0012
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software_development/vigintile_0012/*.npy
+    repetition_factor: 2
+    target_ratio: 0.00211152363562115
+  - name: all-dressed:software_development:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software_development/vigintile_0013/*.npy
+    repetition_factor: 3
+    target_ratio: 0.004204587995968386
+  - name: all-dressed:software_development:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software_development/vigintile_0014/*.npy
+    repetition_factor: 3
+    target_ratio: 0.006215235231054335
+  - name: all-dressed:software_development:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software_development/vigintile_0015/*.npy
+    repetition_factor: 4
+    target_ratio: 0.00865243002881247
+  - name: all-dressed:software_development:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software_development/vigintile_0016/*.npy
+    repetition_factor: 5
+    target_ratio: 0.011767588484419219
+  - name: all-dressed:software_development:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software_development/vigintile_0017/*.npy
+    repetition_factor: 6
+    target_ratio: 0.015548116255494376
+  - name: all-dressed:software_development:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software_development/vigintile_0018/*.npy
+    repetition_factor: 8
+    target_ratio: 0.019272171199262066
+  - name: all-dressed:software_development:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/software_development/vigintile_0020/*.npy
+    repetition_factor: 9
+    target_ratio: 0.01699143990064301
+  - name: all-dressed:sports_and_fitness:vigintile_0011
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/sports_and_fitness/vigintile_0011/*.npy
+    repetition_factor: 1
+    target_ratio: 2.180769628965081e-08
+  - name: all-dressed:sports_and_fitness:vigintile_0012
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/sports_and_fitness/vigintile_0012/*.npy
+    repetition_factor: 1
+    target_ratio: 1.2288280963650494e-07
+  - name: all-dressed:sports_and_fitness:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/sports_and_fitness/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 5.843831365114651e-07
+  - name: all-dressed:sports_and_fitness:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/sports_and_fitness/vigintile_0014/*.npy
+    repetition_factor: 1
+    target_ratio: 2.8433144587316595e-06
+  - name: all-dressed:sports_and_fitness:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/sports_and_fitness/vigintile_0015/*.npy
+    repetition_factor: 1
+    target_ratio: 1.4570347677272436e-05
+  - name: all-dressed:sports_and_fitness:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/sports_and_fitness/vigintile_0016/*.npy
+    repetition_factor: 1
+    target_ratio: 7.7685069302949e-05
+  - name: all-dressed:sports_and_fitness:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/sports_and_fitness/vigintile_0017/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00041362770350551466
+  - name: all-dressed:sports_and_fitness:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/sports_and_fitness/vigintile_0018/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00208665184724219
+  - name: all-dressed:sports_and_fitness:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/sports_and_fitness/vigintile_0020/*.npy
+    repetition_factor: 2
+    target_ratio: 0.007348434929935755
+  - name: all-dressed:transportation:vigintile_0011
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/transportation/vigintile_0011/*.npy
+    repetition_factor: 1
+    target_ratio: 1.6072073396166637e-08
+  - name: all-dressed:transportation:vigintile_0012
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/transportation/vigintile_0012/*.npy
+    repetition_factor: 1
+    target_ratio: 8.056169810448865e-08
+  - name: all-dressed:transportation:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/transportation/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 3.4838157442686463e-07
+  - name: all-dressed:transportation:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/transportation/vigintile_0014/*.npy
+    repetition_factor: 1
+    target_ratio: 1.5552384914936164e-06
+  - name: all-dressed:transportation:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/transportation/vigintile_0015/*.npy
+    repetition_factor: 1
+    target_ratio: 7.634317117830071e-06
+  - name: all-dressed:transportation:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/transportation/vigintile_0016/*.npy
+    repetition_factor: 1
+    target_ratio: 4.131300247531798e-05
+  - name: all-dressed:transportation:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/transportation/vigintile_0017/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00024046218774652196
+  - name: all-dressed:transportation:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/transportation/vigintile_0018/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0013900991604417362
+  - name: all-dressed:transportation:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/transportation/vigintile_0020/*.npy
+    repetition_factor: 3
+    target_ratio: 0.005772716742589373
+  - name: all-dressed:travel_and_tourism:vigintile_0010
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/travel_and_tourism/vigintile_0010/*.npy
+    repetition_factor: 1
+    target_ratio: 1.7898672063057278e-09
+  - name: all-dressed:travel_and_tourism:vigintile_0011
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/travel_and_tourism/vigintile_0011/*.npy
+    repetition_factor: 1
+    target_ratio: 7.977095884988518e-09
+  - name: all-dressed:travel_and_tourism:vigintile_0012
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/travel_and_tourism/vigintile_0012/*.npy
+    repetition_factor: 1
+    target_ratio: 3.064594823726175e-08
+  - name: all-dressed:travel_and_tourism:vigintile_0013
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/travel_and_tourism/vigintile_0013/*.npy
+    repetition_factor: 1
+    target_ratio: 1.1866832367487384e-07
+  - name: all-dressed:travel_and_tourism:vigintile_0014
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/travel_and_tourism/vigintile_0014/*.npy
+    repetition_factor: 1
+    target_ratio: 4.851389710979032e-07
+  - name: all-dressed:travel_and_tourism:vigintile_0015
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/travel_and_tourism/vigintile_0015/*.npy
+    repetition_factor: 1
+    target_ratio: 2.2720423588267026e-06
+  - name: all-dressed:travel_and_tourism:vigintile_0016
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/travel_and_tourism/vigintile_0016/*.npy
+    repetition_factor: 1
+    target_ratio: 1.144348956981328e-05
+  - name: all-dressed:travel_and_tourism:vigintile_0017
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/travel_and_tourism/vigintile_0017/*.npy
+    repetition_factor: 1
+    target_ratio: 6.5840416584949e-05
+  - name: all-dressed:travel_and_tourism:vigintile_0018
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/travel_and_tourism/vigintile_0018/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0003570687130693643
+  - name: all-dressed:travel_and_tourism:vigintile_0020
+    paths:
+    - s3://ai2-llm/preprocessed/cc_all_dressed/all_dressed_v3/dclm_plus2_vigilantes/allenai/dolma2-tokenizer/travel_and_tourism/vigintile_0020/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0012343655701362514
+  - name: arxiv
+    paths:
+    - s3://ai2-llm/preprocessed/proof-pile-2/v0_decontaminated-0625_tokenized/arxiv/train/allenai/dolma2-tokenizer/*.npy
+    repetition_factor: 3
+    target_ratio: 0.008380404721315968
+  - name: finemath-3plus
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/math/allenai/dolma2-tokenizer/finemath_3plus_all/*.npy
+    repetition_factor: 5
+    target_ratio: 0.02563240311658576
+  - name: s2pdf:adult_content
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/adult_content/*.npy
+    repetition_factor: 1
+    target_ratio: 1.3656629559769624e-05
+  - name: s2pdf:art_and_design
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/art_and_design/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00012905849230145726
+  - name: s2pdf:crime_and_law
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/crime_and_law/*.npy
+    repetition_factor: 1
+    target_ratio: 0.002085553656353873
+  - name: s2pdf:education_and_jobs
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/education_and_jobs/*.npy
+    repetition_factor: 1
+    target_ratio: 0.007061668460823319
+  - name: s2pdf:electronics_and_hardware
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/electronics_and_hardware/*.npy
+    repetition_factor: 1
+    target_ratio: 0.000731433680997109
+  - name: s2pdf:entertainment
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/entertainment/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00029630860599163123
+  - name: s2pdf:finance_and_business
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/finance_and_business/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0018648174819328963
+  - name: s2pdf:food_and_dining
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/food_and_dining/*.npy
+    repetition_factor: 1
+    target_ratio: 8.727144539129813e-06
+  - name: s2pdf:games
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/games/*.npy
+    repetition_factor: 1
+    target_ratio: 3.200622017333524e-05
+  - name: s2pdf:health
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/health/*.npy
+    repetition_factor: 1
+    target_ratio: 0.016095671450555054
+  - name: s2pdf:history_and_geography
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/history_and_geography/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0006773186703135859
+  - name: s2pdf:home_and_hobbies
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/home_and_hobbies/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00011111602187736472
+  - name: s2pdf:industrial
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/industrial/*.npy
+    repetition_factor: 2
+    target_ratio: 0.007229448538187444
+  - name: s2pdf:literature
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/literature/*.npy
+    repetition_factor: 1
+    target_ratio: 0.001226137550015088
+  - name: s2pdf:politics
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/politics/*.npy
+    repetition_factor: 1
+    target_ratio: 0.002470961950416769
+  - name: s2pdf:religion
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/religion/*.npy
+    repetition_factor: 1
+    target_ratio: 0.0006838781239016469
+  - name: s2pdf:science_math_and_technology
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/science_math_and_technology/*.npy
+    repetition_factor: 2
+    target_ratio: 0.08093020521453764
+  - name: s2pdf:social_life
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/social_life/*.npy
+    repetition_factor: 1
+    target_ratio: 2.9149146621417673e-05
+  - name: s2pdf:software
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/software/*.npy
+    repetition_factor: 2
+    target_ratio: 0.0016390539494377276
+  - name: s2pdf:software_development
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/software_development/*.npy
+    repetition_factor: 2
+    target_ratio: 0.0117499427779504
+  - name: s2pdf:sports_and_fitness
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/sports_and_fitness/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00048648419991604544
+  - name: s2pdf:transportation
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/transportation/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00030174140097848746
+  - name: s2pdf:travel_and_tourism
+    paths:
+    - s3://ai2-llm/preprocessed/olmo3-final/s2pdfs/allenai/dolma2-tokenizer/travel_and_tourism/*.npy
+    repetition_factor: 1
+    target_ratio: 1.3725629142896785e-05
+  - name: stack-edu:C
+    paths:
+    - s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/C/*.npy
+    repetition_factor: 4
+    target_ratio: 0.002795807312960203
+  - name: stack-edu:CSharp
+    paths:
+    - s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/CSharp/*.npy
+    repetition_factor: 4
+    target_ratio: 0.004237706219785314
+  - name: stack-edu:Cpp
+    paths:
+    - s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/Cpp/*.npy
+    repetition_factor: 4
+    target_ratio: 0.008269371013923662
+  - name: stack-edu:Go
+    paths:
+    - s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/Go/*.npy
+    repetition_factor: 4
+    target_ratio: 0.0009061832150359205
+  - name: stack-edu:Java
+    paths:
+    - s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/Java/*.npy
+    repetition_factor: 3
+    target_ratio: 0.011013308721776234
+  - name: stack-edu:JavaScript
+    paths:
+    - s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/JavaScript/*.npy
+    repetition_factor: 5
+    target_ratio: 0.006007351797701659
+  - name: stack-edu:Markdown
+    paths:
+    - s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/Markdown/*.npy
+    repetition_factor: 3
+    target_ratio: 0.01147515525991462
+  - name: stack-edu:PHP
+    paths:
+    - s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/PHP/*.npy
+    repetition_factor: 4
+    target_ratio: 0.004184271880663751
+  - name: stack-edu:Python
+    paths:
+    - s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/Python/*.npy
+    repetition_factor: 5
+    target_ratio: 0.012613504498479729
+  - name: stack-edu:Ruby
+    paths:
+    - s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/Ruby/*.npy
+    repetition_factor: 4
+    target_ratio: 0.0009059591750292334
+  - name: stack-edu:Rust
+    paths:
+    - s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/Rust/*.npy
+    repetition_factor: 5
+    target_ratio: 0.0009669958455076481
+  - name: stack-edu:SQL
+    paths:
+    - s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/SQL/*.npy
+    repetition_factor: 2
+    target_ratio: 0.0012576977261663565
+  - name: stack-edu:Shell
+    paths:
+    - s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/Shell/*.npy
+    repetition_factor: 5
+    target_ratio: 0.0017613321092862328
+  - name: stack-edu:Swift
+    paths:
+    - s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/Swift/*.npy
+    repetition_factor: 4
+    target_ratio: 0.0009777644855408437
+  - name: stack-edu:TypeScript
+    paths:
+    - s3://ai2-llm/preprocessed/stack-edu/allenai/dolma2-tokenizer/TypeScript/*.npy
+    repetition_factor: 4
+    target_ratio: 0.001582549472273524
+  - name: wikipedia
+    paths:
+    - s3://ai2-llm/preprocessed/wikipedia-dolma-0823/allenai/dolma2-tokenizer/*.npy
+    repetition_factor: 1
+    target_ratio: 0.00042095186883442045