Add sampling metadata and data card

README.md

@@ -0,0 +1,37 @@
+---
+license: odc-by
+task_categories:
+  - text-generation
+language:
+  - en
+---
+
+# dolma3_6T_sample_50000_docs
+
+Materialized working sample from the Dolma3 6T deduplicated corpus.
+
+## Parameters
+
+| Parameter | Value |
+|-----------|-------|
+| Sampling mode | 50,000 docs/bin |
+| Seed | 42 |
+
+## Counts
+
+| Metric | Value |
+|--------|-------|
+| Total documents | 26,249,124 |
+| Total tokens | 62,819,501,017 |
+| Bins covered | 576/576 |
+| Bins underfilled | 79 |
+
+## Format
+
+JSONL files compressed with zstandard under `data/`.
+Each record contains the original Dolma document fields (id, text, metadata).
+
+Sampling metadata files:
+- `working_sample_manifest.parquet` - sampled doc_ids with bin assignments
+- `sample_contract.json` - aggregate sampling contract
+- `bin_summary.csv` - per-bin fill rates (576 bins = 24 topics x 24 formats)

bin_summary.csv

@@ -0,0 +1,577 @@
+bin_id,topic,format,requested_docs_per_bin,realized_docs,realized_tokens,underfilled
+1,adult_content,academic_writing,50000,5176,30595595,True
+2,adult_content,content_listing,50000,50000,170341704,False
+3,adult_content,creative_writing,50000,50000,280487322,False
+4,adult_content,customer_support,50000,4529,4928452,True
+5,adult_content,comment_section,50000,50000,223380496,False
+6,adult_content,faq,50000,8376,15459116,True
+7,adult_content,truncated,50000,18617,36718435,True
+8,adult_content,knowledge_article,50000,30847,70998542,True
+9,adult_content,legal_notices,50000,7251,16798719,True
+10,adult_content,listicle,50000,50000,93790220,False
+11,adult_content,news_article,50000,19003,21793774,True
+12,adult_content,nonfiction_writing,50000,50000,98132091,False
+13,adult_content,about_org,50000,4136,4765868,True
+14,adult_content,news_org,50000,4866,6050023,True
+15,adult_content,about_pers,50000,20470,38020073,True
+16,adult_content,personal_blog,50000,50000,151201130,False
+17,adult_content,product_page,50000,50000,92860522,False
+18,adult_content,q_a_forum,50000,11700,19338797,True
+19,adult_content,spam_ads,50000,50000,162664036,False
+20,adult_content,structured_data,50000,50000,49720011,False
+21,adult_content,documentation,50000,736,2383360,True
+22,adult_content,audio_transcript,50000,16304,65788813,True
+23,adult_content,tutorial,50000,50000,90887876,False
+24,adult_content,user_review,50000,50000,95501662,False
+25,art_and_design,academic_writing,50000,50000,278287204,False
+26,art_and_design,content_listing,50000,50000,158902729,False
+27,art_and_design,creative_writing,50000,45409,85327171,True
+28,art_and_design,customer_support,50000,14377,16464516,True
+29,art_and_design,comment_section,50000,50000,122610032,False
+30,art_and_design,faq,50000,50000,72653266,False
+31,art_and_design,truncated,50000,50000,99888304,False
+32,art_and_design,knowledge_article,50000,50000,96591503,False
+33,art_and_design,legal_notices,50000,10928,20134307,True
+34,art_and_design,listicle,50000,50000,87334187,False
+35,art_and_design,news_article,50000,50000,50888650,False
+36,art_and_design,nonfiction_writing,50000,50000,90486157,False
+37,art_and_design,about_org,50000,50000,60400112,False
+38,art_and_design,news_org,50000,50000,55453619,False
+39,art_and_design,about_pers,50000,50000,54765663,False
+40,art_and_design,personal_blog,50000,50000,111956887,False
+41,art_and_design,product_page,50000,50000,60155163,False
+42,art_and_design,q_a_forum,50000,50000,81445602,False
+43,art_and_design,spam_ads,50000,50000,101859129,False
+44,art_and_design,structured_data,50000,50000,104300242,False
+45,art_and_design,documentation,50000,8906,45777971,True
+46,art_and_design,audio_transcript,50000,50000,145586664,False
+47,art_and_design,tutorial,50000,50000,110164958,False
+48,art_and_design,user_review,50000,50000,77583635,False
+49,crime_and_law,academic_writing,50000,50000,392190442,False
+50,crime_and_law,content_listing,50000,50000,184845195,False
+51,crime_and_law,creative_writing,50000,50000,313511961,False
+52,crime_and_law,customer_support,50000,50000,78373037,False
+53,crime_and_law,comment_section,50000,50000,183016444,False
+54,crime_and_law,faq,50000,50000,77450034,False
+55,crime_and_law,truncated,50000,50000,70989364,False
+56,crime_and_law,knowledge_article,50000,50000,102664261,False
+57,crime_and_law,legal_notices,50000,50000,229434378,False
+58,crime_and_law,listicle,50000,50000,75622360,False
+59,crime_and_law,news_article,50000,50000,52970412,False
+60,crime_and_law,nonfiction_writing,50000,50000,101032954,False
+61,crime_and_law,about_org,50000,50000,124336283,False
+62,crime_and_law,news_org,50000,50000,55856976,False
+63,crime_and_law,about_pers,50000,50000,57932857,False
+64,crime_and_law,personal_blog,50000,50000,138033085,False
+65,crime_and_law,product_page,50000,50000,74318083,False
+66,crime_and_law,q_a_forum,50000,50000,65554582,False
+67,crime_and_law,spam_ads,50000,50000,90113714,False
+68,crime_and_law,structured_data,50000,50000,216653647,False
+69,crime_and_law,documentation,50000,46062,572502750,True
+70,crime_and_law,audio_transcript,50000,50000,266393539,False
+71,crime_and_law,tutorial,50000,50000,78859922,False
+72,crime_and_law,user_review,50000,50000,102502959,False
+73,education_and_jobs,academic_writing,50000,50000,178156618,False
+74,education_and_jobs,content_listing,50000,50000,149071816,False
+75,education_and_jobs,creative_writing,50000,50000,109147766,False
+76,education_and_jobs,customer_support,50000,50000,58083185,False
+77,education_and_jobs,comment_section,50000,50000,155139521,False
+78,education_and_jobs,faq,50000,50000,76191245,False
+79,education_and_jobs,truncated,50000,50000,96268946,False
+80,education_and_jobs,knowledge_article,50000,50000,93002208,False
+81,education_and_jobs,legal_notices,50000,50000,102608864,False
+82,education_and_jobs,listicle,50000,50000,81218775,False
+83,education_and_jobs,news_article,50000,50000,54175968,False
+84,education_and_jobs,nonfiction_writing,50000,50000,84606821,False
+85,education_and_jobs,about_org,50000,50000,64909542,False
+86,education_and_jobs,news_org,50000,50000,54637787,False
+87,education_and_jobs,about_pers,50000,50000,54972678,False
+88,education_and_jobs,personal_blog,50000,50000,128262012,False
+89,education_and_jobs,product_page,50000,50000,62529697,False
+90,education_and_jobs,q_a_forum,50000,50000,98760107,False
+91,education_and_jobs,spam_ads,50000,50000,85523492,False
+92,education_and_jobs,structured_data,50000,50000,113574642,False
+93,education_and_jobs,documentation,50000,50000,236153155,False
+94,education_and_jobs,audio_transcript,50000,50000,133009271,False
+95,education_and_jobs,tutorial,50000,50000,86265230,False
+96,education_and_jobs,user_review,50000,50000,95544607,False
+97,electronics_and_hardware,academic_writing,50000,43725,147076146,True
+98,electronics_and_hardware,content_listing,50000,50000,144590070,False
+99,electronics_and_hardware,creative_writing,50000,8615,20788167,True
+100,electronics_and_hardware,customer_support,50000,50000,69567885,False
+101,electronics_and_hardware,comment_section,50000,50000,110196711,False
+102,electronics_and_hardware,faq,50000,50000,81906077,False
+103,electronics_and_hardware,truncated,50000,50000,63883260,False
+104,electronics_and_hardware,knowledge_article,50000,50000,87971025,False
+105,electronics_and_hardware,legal_notices,50000,19455,121590029,True
+106,electronics_and_hardware,listicle,50000,50000,106533715,False
+107,electronics_and_hardware,news_article,50000,50000,47120412,False
+108,electronics_and_hardware,nonfiction_writing,50000,50000,99918069,False
+109,electronics_and_hardware,about_org,50000,50000,62378171,False
+110,electronics_and_hardware,news_org,50000,50000,54122008,False
+111,electronics_and_hardware,about_pers,50000,50000,67475645,False
+112,electronics_and_hardware,personal_blog,50000,50000,109776787,False
+113,electronics_and_hardware,product_page,50000,50000,67220717,False
+114,electronics_and_hardware,q_a_forum,50000,50000,103219334,False
+115,electronics_and_hardware,spam_ads,50000,50000,75603492,False
+116,electronics_and_hardware,structured_data,50000,50000,76343765,False
+117,electronics_and_hardware,documentation,50000,50000,243100403,False
+118,electronics_and_hardware,audio_transcript,50000,50000,131715625,False
+119,electronics_and_hardware,tutorial,50000,50000,96036494,False
+120,electronics_and_hardware,user_review,50000,50000,102065607,False
+121,entertainment,academic_writing,50000,50000,209363048,False
+122,entertainment,content_listing,50000,50000,158568790,False
+123,entertainment,creative_writing,50000,50000,164631759,False
+124,entertainment,customer_support,50000,23855,31512932,True
+125,entertainment,comment_section,50000,50000,167437270,False
+126,entertainment,faq,50000,50000,69782670,False
+127,entertainment,truncated,50000,50000,79705537,False
+128,entertainment,knowledge_article,50000,50000,146641730,False
+129,entertainment,legal_notices,50000,25341,44539951,True
+130,entertainment,listicle,50000,50000,102545486,False
+131,entertainment,news_article,50000,50000,49602317,False
+132,entertainment,nonfiction_writing,50000,50000,85948262,False
+133,entertainment,about_org,50000,50000,62406522,False
+134,entertainment,news_org,50000,50000,60112448,False
+135,entertainment,about_pers,50000,50000,77738907,False
+136,entertainment,personal_blog,50000,50000,158224777,False
+137,entertainment,product_page,50000,50000,69715377,False
+138,entertainment,q_a_forum,50000,50000,92057672,False
+139,entertainment,spam_ads,50000,50000,89852442,False
+140,entertainment,structured_data,50000,50000,121080622,False
+141,entertainment,documentation,50000,2085,7687576,True
+142,entertainment,audio_transcript,50000,50000,138769074,False
+143,entertainment,tutorial,50000,50000,97970926,False
+144,entertainment,user_review,50000,50000,80986839,False
+145,fashion_and_beauty,academic_writing,50000,12439,57935374,True
+146,fashion_and_beauty,content_listing,50000,49610,165045950,True
+147,fashion_and_beauty,creative_writing,50000,8403,24904047,True
+148,fashion_and_beauty,customer_support,50000,9442,11013529,True
+149,fashion_and_beauty,comment_section,50000,50000,157174823,False
+150,fashion_and_beauty,faq,50000,24417,34059543,True
+151,fashion_and_beauty,truncated,50000,35393,44843511,True
+152,fashion_and_beauty,knowledge_article,50000,50000,88946880,False
+153,fashion_and_beauty,legal_notices,50000,4348,7271496,True
+154,fashion_and_beauty,listicle,50000,50000,83215636,False
+155,fashion_and_beauty,news_article,50000,50000,46913356,False
+156,fashion_and_beauty,nonfiction_writing,50000,50000,80723775,False
+157,fashion_and_beauty,about_org,50000,20562,21516431,True
+158,fashion_and_beauty,news_org,50000,31092,31149334,True
+159,fashion_and_beauty,about_pers,50000,9996,11284591,True
+160,fashion_and_beauty,personal_blog,50000,50000,113500827,False
+161,fashion_and_beauty,product_page,50000,50000,60015773,False
+162,fashion_and_beauty,q_a_forum,50000,13095,18122513,True
+163,fashion_and_beauty,spam_ads,50000,50000,84033552,False
+164,fashion_and_beauty,structured_data,50000,13182,20663881,True
+165,fashion_and_beauty,documentation,50000,992,6995167,True
+166,fashion_and_beauty,audio_transcript,50000,50000,111633092,False
+167,fashion_and_beauty,tutorial,50000,50000,79582535,False
+168,fashion_and_beauty,user_review,50000,38534,72278518,True
+169,finance_and_business,academic_writing,50000,50000,241603148,False
+170,finance_and_business,content_listing,50000,50000,162761704,False
+171,finance_and_business,creative_writing,50000,32750,91835324,True
+172,finance_and_business,customer_support,50000,50000,77613472,False
+173,finance_and_business,comment_section,50000,50000,155465591,False
+174,finance_and_business,faq,50000,50000,72973992,False
+175,finance_and_business,truncated,50000,50000,69900590,False
+176,finance_and_business,knowledge_article,50000,50000,86927434,False
+177,finance_and_business,legal_notices,50000,50000,130289800,False
+178,finance_and_business,listicle,50000,50000,79663434,False
+179,finance_and_business,news_article,50000,50000,48849284,False
+180,finance_and_business,nonfiction_writing,50000,50000,83480404,False
+181,finance_and_business,about_org,50000,50000,65550212,False
+182,finance_and_business,news_org,50000,50000,57939816,False
+183,finance_and_business,about_pers,50000,50000,54023288,False
+184,finance_and_business,personal_blog,50000,50000,116337959,False
+185,finance_and_business,product_page,50000,50000,75381779,False
+186,finance_and_business,q_a_forum,50000,50000,74234714,False
+187,finance_and_business,spam_ads,50000,50000,120768851,False
+188,finance_and_business,structured_data,50000,50000,94677724,False
+189,finance_and_business,documentation,50000,50000,226231161,False
+190,finance_and_business,audio_transcript,50000,50000,179963268,False
+191,finance_and_business,tutorial,50000,50000,94017125,False
+192,finance_and_business,user_review,50000,50000,86088766,False
+193,food_and_dining,academic_writing,50000,50000,287434914,False
+194,food_and_dining,content_listing,50000,50000,120445527,False
+195,food_and_dining,creative_writing,50000,34230,65310005,True
+196,food_and_dining,customer_support,50000,28447,36851871,True
+197,food_and_dining,comment_section,50000,50000,133363227,False
+198,food_and_dining,faq,50000,50000,72107576,False
+199,food_and_dining,truncated,50000,50000,69281356,False
+200,food_and_dining,knowledge_article,50000,50000,90169156,False
+201,food_and_dining,legal_notices,50000,11076,34502165,True
+202,food_and_dining,listicle,50000,50000,85845727,False
+203,food_and_dining,news_article,50000,50000,49668045,False
+204,food_and_dining,nonfiction_writing,50000,50000,81852915,False
+205,food_and_dining,about_org,50000,50000,51909063,False
+206,food_and_dining,news_org,50000,50000,50817938,False
+207,food_and_dining,about_pers,50000,50000,60207319,False
+208,food_and_dining,personal_blog,50000,50000,113100940,False
+209,food_and_dining,product_page,50000,50000,60721201,False
+210,food_and_dining,q_a_forum,50000,50000,69466913,False
+211,food_and_dining,spam_ads,50000,50000,76567836,False
+212,food_and_dining,structured_data,50000,50000,100578891,False
+213,food_and_dining,documentation,50000,7556,58021224,True
+214,food_and_dining,audio_transcript,50000,50000,112781161,False
+215,food_and_dining,tutorial,50000,50000,73206589,False
+216,food_and_dining,user_review,50000,50000,94772410,False
+217,games,academic_writing,50000,50000,237738712,False
+218,games,content_listing,50000,50000,228035750,False
+219,games,creative_writing,50000,50000,223847581,False
+220,games,customer_support,50000,50000,75588687,False
+221,games,comment_section,50000,50000,149481986,False
+222,games,faq,50000,50000,131675131,False
+223,games,truncated,50000,50000,78240010,False
+224,games,knowledge_article,50000,50000,116527655,False
+225,games,legal_notices,50000,50000,125434748,False
+226,games,listicle,50000,50000,93997460,False
+227,games,news_article,50000,50000,48116586,False
+228,games,nonfiction_writing,50000,50000,88353366,False
+229,games,about_org,50000,50000,68423460,False
+230,games,news_org,50000,50000,64164823,False
+231,games,about_pers,50000,50000,91525997,False
+232,games,personal_blog,50000,50000,165249320,False
+233,games,product_page,50000,50000,84744807,False
+234,games,q_a_forum,50000,50000,97053596,False
+235,games,spam_ads,50000,50000,96826868,False
+236,games,structured_data,50000,50000,116171935,False
+237,games,documentation,50000,50000,169933201,False
+238,games,audio_transcript,50000,50000,142126002,False
+239,games,tutorial,50000,50000,91951007,False
+240,games,user_review,50000,50000,99625461,False
+241,health,academic_writing,50000,50000,300199972,False
+242,health,content_listing,50000,50000,243553107,False
+243,health,creative_writing,50000,50000,306356747,False
+244,health,customer_support,50000,50000,96239308,False
+245,health,comment_section,50000,50000,153516249,False
+246,health,faq,50000,50000,75760529,False
+247,health,truncated,50000,50000,87785509,False
+248,health,knowledge_article,50000,50000,97754509,False
+249,health,legal_notices,50000,50000,326639071,False
+250,health,listicle,50000,50000,77119513,False
+251,health,news_article,50000,50000,53797657,False
+252,health,nonfiction_writing,50000,50000,96727113,False
+253,health,about_org,50000,50000,129112748,False
+254,health,news_org,50000,50000,73181206,False
+255,health,about_pers,50000,50000,69034007,False
+256,health,personal_blog,50000,50000,122808380,False
+257,health,product_page,50000,50000,85971169,False
+258,health,q_a_forum,50000,50000,74637866,False
+259,health,spam_ads,50000,50000,128132987,False
+260,health,structured_data,50000,50000,187610853,False
+261,health,documentation,50000,50000,623402464,False
+262,health,audio_transcript,50000,50000,184550856,False
+263,health,tutorial,50000,50000,92791903,False
+264,health,user_review,50000,50000,97602170,False
+265,history_and_geography,academic_writing,50000,50000,318160254,False
+266,history_and_geography,content_listing,50000,50000,169231082,False
+267,history_and_geography,creative_writing,50000,50000,318161365,False
+268,history_and_geography,customer_support,50000,1770,2180485,True
+269,history_and_geography,comment_section,50000,50000,202294516,False
+270,history_and_geography,faq,50000,50000,62819309,False
+271,history_and_geography,truncated,50000,50000,100966294,False
+272,history_and_geography,knowledge_article,50000,50000,154918876,False
+273,history_and_geography,legal_notices,50000,7083,22706461,True
+274,history_and_geography,listicle,50000,50000,100573304,False
+275,history_and_geography,news_article,50000,50000,67290196,False
+276,history_and_geography,nonfiction_writing,50000,50000,145517129,False
+277,history_and_geography,about_org,50000,50000,77013839,False
+278,history_and_geography,news_org,50000,50000,57895472,False
+279,history_and_geography,about_pers,50000,22538,34864401,True
+280,history_and_geography,personal_blog,50000,50000,167040493,False
+281,history_and_geography,product_page,50000,50000,111128155,False
+282,history_and_geography,q_a_forum,50000,50000,71361499,False
+283,history_and_geography,spam_ads,50000,50000,81832508,False
+284,history_and_geography,structured_data,50000,50000,114872170,False
+285,history_and_geography,documentation,50000,1983,28973610,True
+286,history_and_geography,audio_transcript,50000,50000,231704807,False
+287,history_and_geography,tutorial,50000,50000,93739097,False
+288,history_and_geography,user_review,50000,50000,80483709,False
+289,home_and_hobbies,academic_writing,50000,27544,191138096,True
+290,home_and_hobbies,content_listing,50000,50000,171354647,False
+291,home_and_hobbies,creative_writing,50000,50000,93842472,False
+292,home_and_hobbies,customer_support,50000,50000,75116162,False
+293,home_and_hobbies,comment_section,50000,50000,108993321,False
+294,home_and_hobbies,faq,50000,50000,80486030,False
+295,home_and_hobbies,truncated,50000,50000,74022939,False
+296,home_and_hobbies,knowledge_article,50000,50000,88639855,False
+297,home_and_hobbies,legal_notices,50000,27989,84532842,True
+298,home_and_hobbies,listicle,50000,50000,82289293,False
+299,home_and_hobbies,news_article,50000,50000,50729845,False
+300,home_and_hobbies,nonfiction_writing,50000,50000,79949258,False
+301,home_and_hobbies,about_org,50000,50000,57521136,False
+302,home_and_hobbies,news_org,50000,50000,53377815,False
+303,home_and_hobbies,about_pers,50000,50000,64868472,False
+304,home_and_hobbies,personal_blog,50000,50000,113654439,False
+305,home_and_hobbies,product_page,50000,50000,67206043,False
+306,home_and_hobbies,q_a_forum,50000,50000,93504159,False
+307,home_and_hobbies,spam_ads,50000,50000,79449919,False
+308,home_and_hobbies,structured_data,50000,50000,137854783,False
+309,home_and_hobbies,documentation,50000,10602,97460377,True
+310,home_and_hobbies,audio_transcript,50000,50000,153849648,False
+311,home_and_hobbies,tutorial,50000,50000,83952031,False
+312,home_and_hobbies,user_review,50000,50000,90847609,False
+313,industrial,academic_writing,50000,50000,413336162,False
+314,industrial,content_listing,50000,50000,212003159,False
+315,industrial,creative_writing,50000,6692,24396711,True
+316,industrial,customer_support,50000,50000,103435870,False
+317,industrial,comment_section,50000,50000,118987485,False
+318,industrial,faq,50000,50000,80219796,False
+319,industrial,truncated,50000,50000,58647735,False
+320,industrial,knowledge_article,50000,50000,94689043,False
+321,industrial,legal_notices,50000,50000,547874370,False
+322,industrial,listicle,50000,50000,65568776,False
+323,industrial,news_article,50000,50000,52882712,False
+324,industrial,nonfiction_writing,50000,50000,91731956,False
+325,industrial,about_org,50000,50000,95040441,False
+326,industrial,news_org,50000,50000,64562031,False
+327,industrial,about_pers,50000,21785,27095813,True
+328,industrial,personal_blog,50000,50000,113866172,False
+329,industrial,product_page,50000,50000,68950738,False
+330,industrial,q_a_forum,50000,50000,75775273,False
+331,industrial,spam_ads,50000,50000,63036904,False
+332,industrial,structured_data,50000,50000,335739643,False
+333,industrial,documentation,50000,50000,457660636,False
+334,industrial,audio_transcript,50000,50000,157345598,False
+335,industrial,tutorial,50000,50000,96808705,False
+336,industrial,user_review,50000,24159,34216483,True
+337,literature,academic_writing,50000,50000,236017874,False
+338,literature,content_listing,50000,50000,167973171,False
+339,literature,creative_writing,50000,50000,244773785,False
+340,literature,customer_support,50000,4065,4655415,True
+341,literature,comment_section,50000,50000,189750757,False
+342,literature,faq,50000,50000,64287974,False
+343,literature,truncated,50000,50000,307433564,False
+344,literature,knowledge_article,50000,50000,137987123,False
+345,literature,legal_notices,50000,3142,5263358,True
+346,literature,listicle,50000,50000,102399712,False
+347,literature,news_article,50000,50000,76366763,False
+348,literature,nonfiction_writing,50000,50000,137991591,False
+349,literature,about_org,50000,24696,38119536,True
+350,literature,news_org,50000,50000,57686456,False
+351,literature,about_pers,50000,50000,93514519,False
+352,literature,personal_blog,50000,50000,180350370,False
+353,literature,product_page,50000,50000,166278209,False
+354,literature,q_a_forum,50000,50000,78820332,False
+355,literature,spam_ads,50000,50000,103361950,False
+356,literature,structured_data,50000,50000,105695742,False
+357,literature,documentation,50000,4473,15147695,True
+358,literature,audio_transcript,50000,50000,170154820,False
+359,literature,tutorial,50000,50000,93101136,False
+360,literature,user_review,50000,50000,76818899,False
+361,politics,academic_writing,50000,50000,437767464,False
+362,politics,content_listing,50000,50000,198798560,False
+363,politics,creative_writing,50000,50000,170892793,False
+364,politics,customer_support,50000,8507,18992059,True
+365,politics,comment_section,50000,50000,192523425,False
+366,politics,faq,50000,50000,82531457,False
+367,politics,truncated,50000,50000,80770615,False
+368,politics,knowledge_article,50000,50000,167818423,False
+369,politics,legal_notices,50000,50000,195257524,False
+370,politics,listicle,50000,50000,84743996,False
+371,politics,news_article,50000,50000,55199442,False
+372,politics,nonfiction_writing,50000,50000,108898182,False
+373,politics,about_org,50000,50000,136167306,False
+374,politics,news_org,50000,50000,75821769,False
+375,politics,about_pers,50000,50000,74275840,False
+376,politics,personal_blog,50000,50000,166899902,False
+377,politics,product_page,50000,50000,115437253,False
+378,politics,q_a_forum,50000,50000,98297978,False
+379,politics,spam_ads,50000,50000,75765504,False
+380,politics,structured_data,50000,50000,286401543,False
+381,politics,documentation,50000,9729,116078175,True
+382,politics,audio_transcript,50000,50000,246689493,False
+383,politics,tutorial,50000,50000,112256457,False
+384,politics,user_review,50000,17664,30466920,True
+385,religion,academic_writing,50000,50000,358967937,False
+386,religion,content_listing,50000,50000,171928330,False
+387,religion,creative_writing,50000,50000,122259216,False
+388,religion,customer_support,50000,10381,11332685,True
+389,religion,comment_section,50000,50000,212177335,False
+390,religion,faq,50000,50000,80747566,False
+391,religion,truncated,50000,50000,107665370,False
+392,religion,knowledge_article,50000,50000,132757671,False
+393,religion,legal_notices,50000,13777,32112507,True
+394,religion,listicle,50000,50000,88551533,False
+395,religion,news_article,50000,50000,55021007,False
+396,religion,nonfiction_writing,50000,50000,139690994,False
+397,religion,about_org,50000,50000,69409699,False
+398,religion,news_org,50000,50000,57137476,False
+399,religion,about_pers,50000,50000,72954590,False
+400,religion,personal_blog,50000,50000,155513094,False
+401,religion,product_page,50000,50000,86084522,False
+402,religion,q_a_forum,50000,50000,109977512,False
+403,religion,spam_ads,50000,50000,91846465,False
+404,religion,structured_data,50000,50000,124751368,False
+405,religion,documentation,50000,1307,5684674,True
+406,religion,audio_transcript,50000,50000,280238381,False
+407,religion,tutorial,50000,50000,107152869,False
+408,religion,user_review,50000,50000,96531508,False
+409,science_math_and_technology,academic_writing,50000,50000,422780102,False
+410,science_math_and_technology,content_listing,50000,50000,238853414,False
+411,science_math_and_technology,creative_writing,50000,50000,202019180,False
+412,science_math_and_technology,customer_support,50000,50000,93160176,False
+413,science_math_and_technology,comment_section,50000,50000,169060282,False
+414,science_math_and_technology,faq,50000,50000,79568692,False
+415,science_math_and_technology,truncated,50000,50000,151864086,False
+416,science_math_and_technology,knowledge_article,50000,50000,112886337,False
+417,science_math_and_technology,legal_notices,50000,50000,460384541,False
+418,science_math_and_technology,listicle,50000,50000,86739454,False
+419,science_math_and_technology,news_article,50000,50000,54500252,False
+420,science_math_and_technology,nonfiction_writing,50000,50000,102840674,False
+421,science_math_and_technology,about_org,50000,50000,132195265,False
+422,science_math_and_technology,news_org,50000,50000,73767511,False
+423,science_math_and_technology,about_pers,50000,50000,82511253,False
+424,science_math_and_technology,personal_blog,50000,50000,152877349,False
+425,science_math_and_technology,product_page,50000,50000,120754993,False
+426,science_math_and_technology,q_a_forum,50000,50000,79136393,False
+427,science_math_and_technology,spam_ads,50000,50000,86850424,False
+428,science_math_and_technology,structured_data,50000,50000,170802366,False
+429,science_math_and_technology,documentation,50000,50000,458077578,False
+430,science_math_and_technology,audio_transcript,50000,50000,180595764,False
+431,science_math_and_technology,tutorial,50000,50000,117383601,False
+432,science_math_and_technology,user_review,50000,50000,84484519,False
+433,social_life,academic_writing,50000,50000,172051550,False
+434,social_life,content_listing,50000,50000,125085398,False
+435,social_life,creative_writing,50000,50000,178108801,False
+436,social_life,customer_support,50000,11935,13796206,True
+437,social_life,comment_section,50000,50000,185601369,False
+438,social_life,faq,50000,47859,67796851,True
+439,social_life,truncated,50000,50000,79484250,False
+440,social_life,knowledge_article,50000,50000,92068372,False
+441,social_life,legal_notices,50000,8095,13069160,True
+442,social_life,listicle,50000,50000,88118407,False
+443,social_life,news_article,50000,50000,50681744,False
+444,social_life,nonfiction_writing,50000,50000,78270709,False
+445,social_life,about_org,50000,50000,57493285,False
+446,social_life,news_org,50000,50000,50655439,False
+447,social_life,about_pers,50000,50000,72329457,False
+448,social_life,personal_blog,50000,50000,117891744,False
+449,social_life,product_page,50000,50000,80070914,False
+450,social_life,q_a_forum,50000,50000,102621021,False
+451,social_life,spam_ads,50000,50000,97523183,False
+452,social_life,structured_data,50000,50000,70757877,False
+453,social_life,documentation,50000,293,685789,True
+454,social_life,audio_transcript,50000,50000,151614468,False
+455,social_life,tutorial,50000,50000,75273715,False
+456,social_life,user_review,50000,50000,113673663,False
+457,software,academic_writing,50000,50000,201876897,False
+458,software,content_listing,50000,50000,143990095,False
+459,software,creative_writing,50000,11329,21623088,True
+460,software,customer_support,50000,50000,58764568,False
+461,software,comment_section,50000,50000,105044325,False
+462,software,faq,50000,50000,83719813,False
+463,software,truncated,50000,50000,76812299,False
+464,software,knowledge_article,50000,50000,87452177,False
+465,software,legal_notices,50000,50000,75606401,False
+466,software,listicle,50000,50000,97841696,False
+467,software,news_article,50000,50000,47661315,False
+468,software,nonfiction_writing,50000,50000,88642023,False
+469,software,about_org,50000,50000,56194290,False
+470,software,news_org,50000,50000,59412834,False
+471,software,about_pers,50000,50000,67977169,False
+472,software,personal_blog,50000,50000,108893188,False
+473,software,product_page,50000,50000,73536950,False
+474,software,q_a_forum,50000,50000,69909637,False
+475,software,spam_ads,50000,50000,83553461,False
+476,software,structured_data,50000,50000,81831519,False
+477,software,documentation,50000,50000,121095810,False
+478,software,audio_transcript,50000,50000,157947949,False
+479,software,tutorial,50000,50000,88761532,False
+480,software,user_review,50000,50000,88778142,False
+481,software_development,academic_writing,50000,50000,274286841,False
+482,software_development,content_listing,50000,50000,129523912,False
+483,software_development,creative_writing,50000,10418,27437890,True
+484,software_development,customer_support,50000,50000,58246710,False
+485,software_development,comment_section,50000,50000,79612847,False
+486,software_development,faq,50000,50000,112873205,False
+487,software_development,truncated,50000,50000,78377935,False
+488,software_development,knowledge_article,50000,50000,92357343,False
+489,software_development,legal_notices,50000,31571,237650567,True
+490,software_development,listicle,50000,50000,87782925,False
+491,software_development,news_article,50000,50000,49648338,False
+492,software_development,nonfiction_writing,50000,50000,96151028,False
+493,software_development,about_org,50000,50000,58581955,False
+494,software_development,news_org,50000,50000,65051370,False
+495,software_development,about_pers,50000,50000,67645529,False
+496,software_development,personal_blog,50000,50000,132947719,False
+497,software_development,product_page,50000,50000,68234311,False
+498,software_development,q_a_forum,50000,50000,74148729,False
+499,software_development,spam_ads,50000,50000,73284440,False
+500,software_development,structured_data,50000,50000,154955498,False
+501,software_development,documentation,50000,50000,111602622,False
+502,software_development,audio_transcript,50000,50000,187723353,False
+503,software_development,tutorial,50000,50000,98078213,False
+504,software_development,user_review,50000,50000,81445176,False
+505,sports_and_fitness,academic_writing,50000,50000,223115586,False
+506,sports_and_fitness,content_listing,50000,50000,132779357,False
+507,sports_and_fitness,creative_writing,50000,50000,155240841,False
+508,sports_and_fitness,customer_support,50000,50000,63798440,False
+509,sports_and_fitness,comment_section,50000,50000,139695171,False
+510,sports_and_fitness,faq,50000,50000,67140673,False
+511,sports_and_fitness,truncated,50000,50000,70941173,False
+512,sports_and_fitness,knowledge_article,50000,50000,97249472,False
+513,sports_and_fitness,legal_notices,50000,50000,98205482,False
+514,sports_and_fitness,listicle,50000,50000,87373338,False
+515,sports_and_fitness,news_article,50000,50000,53783823,False
+516,sports_and_fitness,nonfiction_writing,50000,50000,89063328,False
+517,sports_and_fitness,about_org,50000,50000,62334899,False
+518,sports_and_fitness,news_org,50000,50000,52587474,False
+519,sports_and_fitness,about_pers,50000,50000,70499870,False
+520,sports_and_fitness,personal_blog,50000,50000,114580440,False
+521,sports_and_fitness,product_page,50000,50000,69252096,False
+522,sports_and_fitness,q_a_forum,50000,50000,84567427,False
+523,sports_and_fitness,spam_ads,50000,50000,80926141,False
+524,sports_and_fitness,structured_data,50000,50000,78355181,False
+525,sports_and_fitness,documentation,50000,7354,41244210,True
+526,sports_and_fitness,audio_transcript,50000,50000,128195874,False
+527,sports_and_fitness,tutorial,50000,50000,93604608,False
+528,sports_and_fitness,user_review,50000,50000,101938093,False
+529,transportation,academic_writing,50000,50000,328991151,False
+530,transportation,content_listing,50000,50000,145835720,False
+531,transportation,creative_writing,50000,23638,66830290,True
+532,transportation,customer_support,50000,50000,60060168,False
+533,transportation,comment_section,50000,50000,135765076,False
+534,transportation,faq,50000,50000,69054207,False
+535,transportation,truncated,50000,50000,59200978,False
+536,transportation,knowledge_article,50000,50000,99743483,False
+537,transportation,legal_notices,50000,50000,187842761,False
+538,transportation,listicle,50000,50000,76920322,False
+539,transportation,news_article,50000,50000,49466004,False
+540,transportation,nonfiction_writing,50000,50000,91123967,False
+541,transportation,about_org,50000,50000,62824583,False
+542,transportation,news_org,50000,50000,53117388,False
+543,transportation,about_pers,50000,50000,77134559,False
+544,transportation,personal_blog,50000,50000,113790679,False
+545,transportation,product_page,50000,50000,65240511,False
+546,transportation,q_a_forum,50000,50000,63987029,False
+547,transportation,spam_ads,50000,50000,69988818,False
+548,transportation,structured_data,50000,50000,99217046,False
+549,transportation,documentation,50000,50000,506207444,False
+550,transportation,audio_transcript,50000,50000,140261417,False
+551,transportation,tutorial,50000,50000,84138516,False
+552,transportation,user_review,50000,50000,129793559,False
+553,travel_and_tourism,academic_writing,50000,33771,180627633,True
+554,travel_and_tourism,content_listing,50000,50000,117165791,False
+555,travel_and_tourism,creative_writing,50000,30797,106608260,True
+556,travel_and_tourism,customer_support,50000,39309,46458789,True
+557,travel_and_tourism,comment_section,50000,50000,149802525,False
+558,travel_and_tourism,faq,50000,50000,71316631,False
+559,travel_and_tourism,truncated,50000,50000,67901096,False
+560,travel_and_tourism,knowledge_article,50000,50000,84914368,False
+561,travel_and_tourism,legal_notices,50000,32708,74553274,True
+562,travel_and_tourism,listicle,50000,50000,88312312,False
+563,travel_and_tourism,news_article,50000,50000,50903809,False
+564,travel_and_tourism,nonfiction_writing,50000,50000,89810358,False
+565,travel_and_tourism,about_org,50000,50000,59676267,False
+566,travel_and_tourism,news_org,50000,50000,54285274,False
+567,travel_and_tourism,about_pers,50000,25905,29747514,True
+568,travel_and_tourism,personal_blog,50000,50000,123543879,False
+569,travel_and_tourism,product_page,50000,50000,72050237,False
+570,travel_and_tourism,q_a_forum,50000,50000,50413321,False
+571,travel_and_tourism,spam_ads,50000,50000,76080688,False
+572,travel_and_tourism,structured_data,50000,47366,63378520,True
+573,travel_and_tourism,documentation,50000,557,4930282,True
+574,travel_and_tourism,audio_transcript,50000,50000,119327862,False
+575,travel_and_tourism,tutorial,50000,50000,92723784,False
+576,travel_and_tourism,user_review,50000,50000,117940051,False

sample_contract.json

@@ -0,0 +1,13 @@
+{
+  "WORKING_SAMPLE_TOKEN_FLOOR_PER_BIN": 0,
+  "WORKING_SAMPLE_DOCS_PER_BIN": 50000,
+  "WORKING_SAMPLE_GLOBAL_TOKEN_BUDGET": null,
+  "WORKING_SAMPLE_MIN_TOKEN_COUNT": 512,
+  "WORKING_SAMPLE_MAX_TOKEN_COUNT": null,
+  "WORKING_SAMPLE_REALIZED_TOKEN_TOTAL": 62819501017,
+  "WORKING_SAMPLE_REALIZED_DOC_COUNT": 26249124,
+  "WORKING_SAMPLE_UNDERFILLED_BIN_COUNT": 79,
+  "WORKING_SAMPLE_COVERED_BIN_COUNT": 576,
+  "WORKING_SAMPLE_TOTAL_BIN_COUNT": 576,
+  "WORKING_SAMPLE_SAMPLING_SEED": 42
+}

working_sample_manifest.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2d8cc4e736fda99efd3485d953f3c219e9997f59cdf1d66c80061ab35952e8ae
+size 1290273078