Add sampling metadata and data card

README.md

@@ -0,0 +1,37 @@
+---
+license: odc-by
+task_categories:
+  - text-generation
+language:
+  - en
+---
+
+# dolma3_6T_sample_5000_docs
+
+Materialized working sample from the Dolma3 6T deduplicated corpus.
+
+## Parameters
+
+| Parameter | Value |
+|-----------|-------|
+| Sampling mode | 5,000 docs/bin |
+| Seed | 42 |
+
+## Counts
+
+| Metric | Value |
+|--------|-------|
+| Total documents | 2,855,446 |
+| Total tokens | 5,299,479,330 |
+| Bins covered | 576/576 |
+| Bins underfilled | 7 |
+
+## 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,5000,5000,27586876,False
+2,adult_content,content_listing,5000,5000,11221263,False
+3,adult_content,creative_writing,5000,5000,26052202,False
+4,adult_content,customer_support,5000,5000,3195489,False
+5,adult_content,comment_section,5000,5000,16183711,False
+6,adult_content,faq,5000,5000,7316169,False
+7,adult_content,truncated,5000,5000,2415677,False
+8,adult_content,knowledge_article,5000,5000,9516103,False
+9,adult_content,legal_notices,5000,5000,8130815,False
+10,adult_content,listicle,5000,5000,8769215,False
+11,adult_content,news_article,5000,5000,4046089,False
+12,adult_content,nonfiction_writing,5000,5000,9317368,False
+13,adult_content,about_org,5000,5000,3195467,False
+14,adult_content,news_org,5000,5000,4005581,False
+15,adult_content,about_pers,5000,5000,4614117,False
+16,adult_content,personal_blog,5000,5000,11657857,False
+17,adult_content,product_page,5000,5000,6188539,False
+18,adult_content,q_a_forum,5000,5000,5603492,False
+19,adult_content,spam_ads,5000,5000,13295758,False
+20,adult_content,structured_data,5000,5000,2297821,False
+21,adult_content,documentation,5000,935,2449447,True
+22,adult_content,audio_transcript,5000,5000,18971244,False
+23,adult_content,tutorial,5000,5000,8393776,False
+24,adult_content,user_review,5000,5000,8515613,False
+25,art_and_design,academic_writing,5000,5000,21771094,False
+26,art_and_design,content_listing,5000,5000,8587368,False
+27,art_and_design,creative_writing,5000,5000,4673146,False
+28,art_and_design,customer_support,5000,5000,2809506,False
+29,art_and_design,comment_section,5000,5000,8883537,False
+30,art_and_design,faq,5000,5000,5851030,False
+31,art_and_design,truncated,5000,5000,3485551,False
+32,art_and_design,knowledge_article,5000,5000,6506624,False
+33,art_and_design,legal_notices,5000,5000,6279677,False
+34,art_and_design,listicle,5000,5000,7786487,False
+35,art_and_design,news_article,5000,5000,3956720,False
+36,art_and_design,nonfiction_writing,5000,5000,7911727,False
+37,art_and_design,about_org,5000,5000,3077313,False
+38,art_and_design,news_org,5000,5000,3503740,False
+39,art_and_design,about_pers,5000,5000,2344068,False
+40,art_and_design,personal_blog,5000,5000,6907840,False
+41,art_and_design,product_page,5000,5000,2888050,False
+42,art_and_design,q_a_forum,5000,5000,6047304,False
+43,art_and_design,spam_ads,5000,5000,8107513,False
+44,art_and_design,structured_data,5000,5000,5243931,False
+45,art_and_design,documentation,5000,5000,17469570,False
+46,art_and_design,audio_transcript,5000,5000,13798722,False
+47,art_and_design,tutorial,5000,5000,9577838,False
+48,art_and_design,user_review,5000,5000,4502613,False
+49,crime_and_law,academic_writing,5000,5000,34498430,False
+50,crime_and_law,content_listing,5000,5000,12064328,False
+51,crime_and_law,creative_writing,5000,5000,25523706,False
+52,crime_and_law,customer_support,5000,5000,4709474,False
+53,crime_and_law,comment_section,5000,5000,14727822,False
+54,crime_and_law,faq,5000,5000,6258988,False
+55,crime_and_law,truncated,5000,5000,3708401,False
+56,crime_and_law,knowledge_article,5000,5000,8552203,False
+57,crime_and_law,legal_notices,5000,5000,13215543,False
+58,crime_and_law,listicle,5000,5000,6903505,False
+59,crime_and_law,news_article,5000,5000,3919797,False
+60,crime_and_law,nonfiction_writing,5000,5000,9498768,False
+61,crime_and_law,about_org,5000,5000,6907882,False
+62,crime_and_law,news_org,5000,5000,4128266,False
+63,crime_and_law,about_pers,5000,5000,2875213,False
+64,crime_and_law,personal_blog,5000,5000,10847536,False
+65,crime_and_law,product_page,5000,5000,6058935,False
+66,crime_and_law,q_a_forum,5000,5000,5235060,False
+67,crime_and_law,spam_ads,5000,5000,8568477,False
+68,crime_and_law,structured_data,5000,5000,9401179,False
+69,crime_and_law,documentation,5000,5000,51173370,False
+70,crime_and_law,audio_transcript,5000,5000,25064233,False
+71,crime_and_law,tutorial,5000,5000,7081551,False
+72,crime_and_law,user_review,5000,5000,6673032,False
+73,education_and_jobs,academic_writing,5000,5000,15461230,False
+74,education_and_jobs,content_listing,5000,5000,9773836,False
+75,education_and_jobs,creative_writing,5000,5000,8255969,False
+76,education_and_jobs,customer_support,5000,5000,3228358,False
+77,education_and_jobs,comment_section,5000,5000,12139566,False
+78,education_and_jobs,faq,5000,5000,6116820,False
+79,education_and_jobs,truncated,5000,5000,4883466,False
+80,education_and_jobs,knowledge_article,5000,5000,7758839,False
+81,education_and_jobs,legal_notices,5000,5000,7459843,False
+82,education_and_jobs,listicle,5000,5000,7662909,False
+83,education_and_jobs,news_article,5000,5000,4428969,False
+84,education_and_jobs,nonfiction_writing,5000,5000,8055176,False
+85,education_and_jobs,about_org,5000,5000,3703436,False
+86,education_and_jobs,news_org,5000,5000,3649298,False
+87,education_and_jobs,about_pers,5000,5000,2513545,False
+88,education_and_jobs,personal_blog,5000,5000,11159194,False
+89,education_and_jobs,product_page,5000,5000,4393938,False
+90,education_and_jobs,q_a_forum,5000,5000,7270710,False
+91,education_and_jobs,spam_ads,5000,5000,7910286,False
+92,education_and_jobs,structured_data,5000,5000,7140777,False
+93,education_and_jobs,documentation,5000,5000,17512087,False
+94,education_and_jobs,audio_transcript,5000,5000,12484647,False
+95,education_and_jobs,tutorial,5000,5000,7679437,False
+96,education_and_jobs,user_review,5000,5000,6872423,False
+97,electronics_and_hardware,academic_writing,5000,5000,13571703,False
+98,electronics_and_hardware,content_listing,5000,5000,10224255,False
+99,electronics_and_hardware,creative_writing,5000,5000,9963012,False
+100,electronics_and_hardware,customer_support,5000,5000,4569598,False
+101,electronics_and_hardware,comment_section,5000,5000,8087627,False
+102,electronics_and_hardware,faq,5000,5000,6386863,False
+103,electronics_and_hardware,truncated,5000,5000,3787547,False
+104,electronics_and_hardware,knowledge_article,5000,5000,7415583,False
+105,electronics_and_hardware,legal_notices,5000,5000,20873015,False
+106,electronics_and_hardware,listicle,5000,5000,10057090,False
+107,electronics_and_hardware,news_article,5000,5000,3578870,False
+108,electronics_and_hardware,nonfiction_writing,5000,5000,9788999,False
+109,electronics_and_hardware,about_org,5000,5000,3219020,False
+110,electronics_and_hardware,news_org,5000,5000,4617685,False
+111,electronics_and_hardware,about_pers,5000,5000,5453200,False
+112,electronics_and_hardware,personal_blog,5000,5000,8218124,False
+113,electronics_and_hardware,product_page,5000,5000,4740204,False
+114,electronics_and_hardware,q_a_forum,5000,5000,7517254,False
+115,electronics_and_hardware,spam_ads,5000,5000,6478805,False
+116,electronics_and_hardware,structured_data,5000,5000,7029340,False
+117,electronics_and_hardware,documentation,5000,5000,18867836,False
+118,electronics_and_hardware,audio_transcript,5000,5000,11979440,False
+119,electronics_and_hardware,tutorial,5000,5000,8633483,False
+120,electronics_and_hardware,user_review,5000,5000,9088247,False
+121,entertainment,academic_writing,5000,5000,17087748,False
+122,entertainment,content_listing,5000,5000,10259329,False
+123,entertainment,creative_writing,5000,5000,12445426,False
+124,entertainment,customer_support,5000,5000,3098297,False
+125,entertainment,comment_section,5000,5000,12682909,False
+126,entertainment,faq,5000,5000,6149212,False
+127,entertainment,truncated,5000,5000,3096427,False
+128,entertainment,knowledge_article,5000,5000,11730906,False
+129,entertainment,legal_notices,5000,5000,6694814,False
+130,entertainment,listicle,5000,5000,8821096,False
+131,entertainment,news_article,5000,5000,3518747,False
+132,entertainment,nonfiction_writing,5000,5000,8301710,False
+133,entertainment,about_org,5000,5000,3405664,False
+134,entertainment,news_org,5000,5000,3946962,False
+135,entertainment,about_pers,5000,5000,4087965,False
+136,entertainment,personal_blog,5000,5000,12215689,False
+137,entertainment,product_page,5000,5000,3567263,False
+138,entertainment,q_a_forum,5000,5000,7163606,False
+139,entertainment,spam_ads,5000,5000,7202807,False
+140,entertainment,structured_data,5000,5000,7027233,False
+141,entertainment,documentation,5000,2871,7912257,True
+142,entertainment,audio_transcript,5000,5000,13302790,False
+143,entertainment,tutorial,5000,5000,8756065,False
+144,entertainment,user_review,5000,5000,6921206,False
+145,fashion_and_beauty,academic_writing,5000,5000,20144499,False
+146,fashion_and_beauty,content_listing,5000,5000,7143395,False
+147,fashion_and_beauty,creative_writing,5000,5000,11746115,False
+148,fashion_and_beauty,customer_support,5000,5000,2772987,False
+149,fashion_and_beauty,comment_section,5000,5000,10797112,False
+150,fashion_and_beauty,faq,5000,5000,5516186,False
+151,fashion_and_beauty,truncated,5000,5000,3365688,False
+152,fashion_and_beauty,knowledge_article,5000,5000,7150993,False
+153,fashion_and_beauty,legal_notices,5000,5000,5412447,False
+154,fashion_and_beauty,listicle,5000,5000,7069609,False
+155,fashion_and_beauty,news_article,5000,5000,3312284,False
+156,fashion_and_beauty,nonfiction_writing,5000,5000,7478512,False
+157,fashion_and_beauty,about_org,5000,5000,2717014,False
+158,fashion_and_beauty,news_org,5000,5000,3455136,False
+159,fashion_and_beauty,about_pers,5000,5000,2605607,False
+160,fashion_and_beauty,personal_blog,5000,5000,8249573,False
+161,fashion_and_beauty,product_page,5000,5000,3112963,False
+162,fashion_and_beauty,q_a_forum,5000,5000,4548043,False
+163,fashion_and_beauty,spam_ads,5000,5000,6582575,False
+164,fashion_and_beauty,structured_data,5000,5000,4328491,False
+165,fashion_and_beauty,documentation,5000,1065,7018106,True
+166,fashion_and_beauty,audio_transcript,5000,5000,10714412,False
+167,fashion_and_beauty,tutorial,5000,5000,7181013,False
+168,fashion_and_beauty,user_review,5000,5000,4233549,False
+169,finance_and_business,academic_writing,5000,5000,17820313,False
+170,finance_and_business,content_listing,5000,5000,10356543,False
+171,finance_and_business,creative_writing,5000,5000,11157870,False
+172,finance_and_business,customer_support,5000,5000,3681141,False
+173,finance_and_business,comment_section,5000,5000,10867671,False
+174,finance_and_business,faq,5000,5000,5609764,False
+175,finance_and_business,truncated,5000,5000,3847624,False
+176,finance_and_business,knowledge_article,5000,5000,7447143,False
+177,finance_and_business,legal_notices,5000,5000,10222026,False
+178,finance_and_business,listicle,5000,5000,7484450,False
+179,finance_and_business,news_article,5000,5000,3917726,False
+180,finance_and_business,nonfiction_writing,5000,5000,8129047,False
+181,finance_and_business,about_org,5000,5000,3559839,False
+182,finance_and_business,news_org,5000,5000,4530221,False
+183,finance_and_business,about_pers,5000,5000,2377794,False
+184,finance_and_business,personal_blog,5000,5000,9411951,False
+185,finance_and_business,product_page,5000,5000,5665344,False
+186,finance_and_business,q_a_forum,5000,5000,5417402,False
+187,finance_and_business,spam_ads,5000,5000,10567729,False
+188,finance_and_business,structured_data,5000,5000,5185047,False
+189,finance_and_business,documentation,5000,5000,15776994,False
+190,finance_and_business,audio_transcript,5000,5000,16503975,False
+191,finance_and_business,tutorial,5000,5000,8735694,False
+192,finance_and_business,user_review,5000,5000,5820246,False
+193,food_and_dining,academic_writing,5000,5000,21638392,False
+194,food_and_dining,content_listing,5000,5000,6323124,False
+195,food_and_dining,creative_writing,5000,5000,7726266,False
+196,food_and_dining,customer_support,5000,5000,3051805,False
+197,food_and_dining,comment_section,5000,5000,10748481,False
+198,food_and_dining,faq,5000,5000,6503611,False
+199,food_and_dining,truncated,5000,5000,3313915,False
+200,food_and_dining,knowledge_article,5000,5000,7487031,False
+201,food_and_dining,legal_notices,5000,5000,7027501,False
+202,food_and_dining,listicle,5000,5000,7603225,False
+203,food_and_dining,news_article,5000,5000,3727360,False
+204,food_and_dining,nonfiction_writing,5000,5000,7699287,False
+205,food_and_dining,about_org,5000,5000,2952419,False
+206,food_and_dining,news_org,5000,5000,3593080,False
+207,food_and_dining,about_pers,5000,5000,3149517,False
+208,food_and_dining,personal_blog,5000,5000,9102678,False
+209,food_and_dining,product_page,5000,5000,3210994,False
+210,food_and_dining,q_a_forum,5000,5000,5143702,False
+211,food_and_dining,spam_ads,5000,5000,6730338,False
+212,food_and_dining,structured_data,5000,5000,5301819,False
+213,food_and_dining,documentation,5000,5000,34568578,False
+214,food_and_dining,audio_transcript,5000,5000,10583853,False
+215,food_and_dining,tutorial,5000,5000,5354481,False
+216,food_and_dining,user_review,5000,5000,6730809,False
+217,games,academic_writing,5000,5000,20979125,False
+218,games,content_listing,5000,5000,16310397,False
+219,games,creative_writing,5000,5000,20288827,False
+220,games,customer_support,5000,5000,4599623,False
+221,games,comment_section,5000,5000,12154812,False
+222,games,faq,5000,5000,11364977,False
+223,games,truncated,5000,5000,3551071,False
+224,games,knowledge_article,5000,5000,9421250,False
+225,games,legal_notices,5000,5000,10478179,False
+226,games,listicle,5000,5000,8406778,False
+227,games,news_article,5000,5000,3615272,False
+228,games,nonfiction_writing,5000,5000,8718723,False
+229,games,about_org,5000,5000,3998856,False
+230,games,news_org,5000,5000,4533899,False
+231,games,about_pers,5000,5000,7682271,False
+232,games,personal_blog,5000,5000,14736076,False
+233,games,product_page,5000,5000,5752095,False
+234,games,q_a_forum,5000,5000,6779274,False
+235,games,spam_ads,5000,5000,9087291,False
+236,games,structured_data,5000,5000,5916172,False
+237,games,documentation,5000,5000,12412870,False
+238,games,audio_transcript,5000,5000,13618977,False
+239,games,tutorial,5000,5000,8169122,False
+240,games,user_review,5000,5000,9263068,False
+241,health,academic_writing,5000,5000,23572665,False
+242,health,content_listing,5000,5000,14677310,False
+243,health,creative_writing,5000,5000,29342364,False
+244,health,customer_support,5000,5000,6259108,False
+245,health,comment_section,5000,5000,12671623,False
+246,health,faq,5000,5000,6584330,False
+247,health,truncated,5000,5000,4146208,False
+248,health,knowledge_article,5000,5000,8846161,False
+249,health,legal_notices,5000,5000,29669933,False
+250,health,listicle,5000,5000,7049031,False
+251,health,news_article,5000,5000,4634456,False
+252,health,nonfiction_writing,5000,5000,9214394,False
+253,health,about_org,5000,5000,8792548,False
+254,health,news_org,5000,5000,5485374,False
+255,health,about_pers,5000,5000,3767146,False
+256,health,personal_blog,5000,5000,10598816,False
+257,health,product_page,5000,5000,6381346,False
+258,health,q_a_forum,5000,5000,5728193,False
+259,health,spam_ads,5000,5000,11807969,False
+260,health,structured_data,5000,5000,13993329,False
+261,health,documentation,5000,5000,57534533,False
+262,health,audio_transcript,5000,5000,17621605,False
+263,health,tutorial,5000,5000,8393283,False
+264,health,user_review,5000,5000,6668274,False
+265,history_and_geography,academic_writing,5000,5000,25952338,False
+266,history_and_geography,content_listing,5000,5000,10996139,False
+267,history_and_geography,creative_writing,5000,5000,27015525,False
+268,history_and_geography,customer_support,5000,5000,2149754,False
+269,history_and_geography,comment_section,5000,5000,16338495,False
+270,history_and_geography,faq,5000,5000,5566992,False
+271,history_and_geography,truncated,5000,5000,4619917,False
+272,history_and_geography,knowledge_article,5000,5000,12532846,False
+273,history_and_geography,legal_notices,5000,5000,12317036,False
+274,history_and_geography,listicle,5000,5000,8932797,False
+275,history_and_geography,news_article,5000,5000,5629178,False
+276,history_and_geography,nonfiction_writing,5000,5000,13216660,False
+277,history_and_geography,about_org,5000,5000,4639143,False
+278,history_and_geography,news_org,5000,5000,4085904,False
+279,history_and_geography,about_pers,5000,5000,4420164,False
+280,history_and_geography,personal_blog,5000,5000,13589108,False
+281,history_and_geography,product_page,5000,5000,5810159,False
+282,history_and_geography,q_a_forum,5000,5000,5494314,False
+283,history_and_geography,spam_ads,5000,5000,7330810,False
+284,history_and_geography,structured_data,5000,5000,7392326,False
+285,history_and_geography,documentation,5000,2439,29115856,True
+286,history_and_geography,audio_transcript,5000,5000,20582221,False
+287,history_and_geography,tutorial,5000,5000,7416902,False
+288,history_and_geography,user_review,5000,5000,6823035,False
+289,home_and_hobbies,academic_writing,5000,5000,29680498,False
+290,home_and_hobbies,content_listing,5000,5000,9758538,False
+291,home_and_hobbies,creative_writing,5000,5000,6232239,False
+292,home_and_hobbies,customer_support,5000,5000,4907134,False
+293,home_and_hobbies,comment_section,5000,5000,8543368,False
+294,home_and_hobbies,faq,5000,5000,6881946,False
+295,home_and_hobbies,truncated,5000,5000,3761880,False
+296,home_and_hobbies,knowledge_article,5000,5000,7438276,False
+297,home_and_hobbies,legal_notices,5000,5000,11409137,False
+298,home_and_hobbies,listicle,5000,5000,7518740,False
+299,home_and_hobbies,news_article,5000,5000,3853356,False
+300,home_and_hobbies,nonfiction_writing,5000,5000,7432193,False
+301,home_and_hobbies,about_org,5000,5000,3206523,False
+302,home_and_hobbies,news_org,5000,5000,3996601,False
+303,home_and_hobbies,about_pers,5000,5000,3409119,False
+304,home_and_hobbies,personal_blog,5000,5000,8565569,False
+305,home_and_hobbies,product_page,5000,5000,4299416,False
+306,home_and_hobbies,q_a_forum,5000,5000,6641092,False
+307,home_and_hobbies,spam_ads,5000,5000,6729986,False
+308,home_and_hobbies,structured_data,5000,5000,7179588,False
+309,home_and_hobbies,documentation,5000,5000,39521306,False
+310,home_and_hobbies,audio_transcript,5000,5000,14517003,False
+311,home_and_hobbies,tutorial,5000,5000,7817653,False
+312,home_and_hobbies,user_review,5000,5000,6469810,False
+313,industrial,academic_writing,5000,5000,37302458,False
+314,industrial,content_listing,5000,5000,13727968,False
+315,industrial,creative_writing,5000,5000,14800742,False
+316,industrial,customer_support,5000,5000,6759055,False
+317,industrial,comment_section,5000,5000,8763353,False
+318,industrial,faq,5000,5000,6353922,False
+319,industrial,truncated,5000,5000,3344670,False
+320,industrial,knowledge_article,5000,5000,7875204,False
+321,industrial,legal_notices,5000,5000,44285821,False
+322,industrial,listicle,5000,5000,6142093,False
+323,industrial,news_article,5000,5000,4056322,False
+324,industrial,nonfiction_writing,5000,5000,8829909,False
+325,industrial,about_org,5000,5000,4776883,False
+326,industrial,news_org,5000,5000,5068647,False
+327,industrial,about_pers,5000,5000,2660401,False
+328,industrial,personal_blog,5000,5000,9373335,False
+329,industrial,product_page,5000,5000,4658697,False
+330,industrial,q_a_forum,5000,5000,5915851,False
+331,industrial,spam_ads,5000,5000,5429026,False
+332,industrial,structured_data,5000,5000,17094543,False
+333,industrial,documentation,5000,5000,47148959,False
+334,industrial,audio_transcript,5000,5000,14778534,False
+335,industrial,tutorial,5000,5000,8838858,False
+336,industrial,user_review,5000,5000,3958005,False
+337,literature,academic_writing,5000,5000,20413639,False
+338,literature,content_listing,5000,5000,11782653,False
+339,literature,creative_writing,5000,5000,21405607,False
+340,literature,customer_support,5000,5000,1746023,False
+341,literature,comment_section,5000,5000,15021790,False
+342,literature,faq,5000,5000,5334927,False
+343,literature,truncated,5000,5000,17147687,False
+344,literature,knowledge_article,5000,5000,10819842,False
+345,literature,legal_notices,5000,5000,5489251,False
+346,literature,listicle,5000,5000,8610124,False
+347,literature,news_article,5000,5000,5971958,False
+348,literature,nonfiction_writing,5000,5000,12868514,False
+349,literature,about_org,5000,5000,3739686,False
+350,literature,news_org,5000,5000,3615214,False
+351,literature,about_pers,5000,5000,4452453,False
+352,literature,personal_blog,5000,5000,14880437,False
+353,literature,product_page,5000,5000,7777880,False
+354,literature,q_a_forum,5000,5000,6159355,False
+355,literature,spam_ads,5000,5000,9745015,False
+356,literature,structured_data,5000,5000,5282342,False
+357,literature,documentation,5000,5000,11256520,False
+358,literature,audio_transcript,5000,5000,15946548,False
+359,literature,tutorial,5000,5000,7749983,False
+360,literature,user_review,5000,5000,5827587,False
+361,politics,academic_writing,5000,5000,37016023,False
+362,politics,content_listing,5000,5000,11995890,False
+363,politics,creative_writing,5000,5000,13131979,False
+364,politics,customer_support,5000,5000,5015112,False
+365,politics,comment_section,5000,5000,15232396,False
+366,politics,faq,5000,5000,6753365,False
+367,politics,truncated,5000,5000,4805958,False
+368,politics,knowledge_article,5000,5000,13958250,False
+369,politics,legal_notices,5000,5000,15380849,False
+370,politics,listicle,5000,5000,7452050,False
+371,politics,news_article,5000,5000,4391314,False
+372,politics,nonfiction_writing,5000,5000,10953767,False
+373,politics,about_org,5000,5000,7866706,False
+374,politics,news_org,5000,5000,5209655,False
+375,politics,about_pers,5000,5000,4014174,False
+376,politics,personal_blog,5000,5000,13315807,False
+377,politics,product_page,5000,5000,5383930,False
+378,politics,q_a_forum,5000,5000,7431181,False
+379,politics,spam_ads,5000,5000,6662421,False
+380,politics,structured_data,5000,5000,11408619,False
+381,politics,documentation,5000,5000,51268566,False
+382,politics,audio_transcript,5000,5000,22364321,False
+383,politics,tutorial,5000,5000,8309591,False
+384,politics,user_review,5000,5000,5518131,False
+385,religion,academic_writing,5000,5000,33310091,False
+386,religion,content_listing,5000,5000,10554552,False
+387,religion,creative_writing,5000,5000,9167736,False
+388,religion,customer_support,5000,5000,2434908,False
+389,religion,comment_section,5000,5000,19492338,False
+390,religion,faq,5000,5000,6555048,False
+391,religion,truncated,5000,5000,5085075,False
+392,religion,knowledge_article,5000,5000,10731076,False
+393,religion,legal_notices,5000,5000,8596719,False
+394,religion,listicle,5000,5000,7943892,False
+395,religion,news_article,5000,5000,4322070,False
+396,religion,nonfiction_writing,5000,5000,13005035,False
+397,religion,about_org,5000,5000,3883802,False
+398,religion,news_org,5000,5000,3408107,False
+399,religion,about_pers,5000,5000,4157610,False
+400,religion,personal_blog,5000,5000,12866808,False
+401,religion,product_page,5000,5000,4438949,False
+402,religion,q_a_forum,5000,5000,8760903,False
+403,religion,spam_ads,5000,5000,8219502,False
+404,religion,structured_data,5000,5000,8820518,False
+405,religion,documentation,5000,1884,5859299,True
+406,religion,audio_transcript,5000,5000,25663043,False
+407,religion,tutorial,5000,5000,9374615,False
+408,religion,user_review,5000,5000,6453750,False
+409,science_math_and_technology,academic_writing,5000,5000,36189856,False
+410,science_math_and_technology,content_listing,5000,5000,17634291,False
+411,science_math_and_technology,creative_writing,5000,5000,15071027,False
+412,science_math_and_technology,customer_support,5000,5000,5530820,False
+413,science_math_and_technology,comment_section,5000,5000,14094316,False
+414,science_math_and_technology,faq,5000,5000,6690906,False
+415,science_math_and_technology,truncated,5000,5000,5920907,False
+416,science_math_and_technology,knowledge_article,5000,5000,9286304,False
+417,science_math_and_technology,legal_notices,5000,5000,43231933,False
+418,science_math_and_technology,listicle,5000,5000,8028146,False
+419,science_math_and_technology,news_article,5000,5000,4583729,False
+420,science_math_and_technology,nonfiction_writing,5000,5000,9582909,False
+421,science_math_and_technology,about_org,5000,5000,8511428,False
+422,science_math_and_technology,news_org,5000,5000,5727768,False
+423,science_math_and_technology,about_pers,5000,5000,4587887,False
+424,science_math_and_technology,personal_blog,5000,5000,12550181,False
+425,science_math_and_technology,product_page,5000,5000,8932065,False
+426,science_math_and_technology,q_a_forum,5000,5000,5849737,False
+427,science_math_and_technology,spam_ads,5000,5000,7765848,False
+428,science_math_and_technology,structured_data,5000,5000,8593070,False
+429,science_math_and_technology,documentation,5000,5000,36939343,False
+430,science_math_and_technology,audio_transcript,5000,5000,16959825,False
+431,science_math_and_technology,tutorial,5000,5000,8915664,False
+432,science_math_and_technology,user_review,5000,5000,6791541,False
+433,social_life,academic_writing,5000,5000,13469748,False
+434,social_life,content_listing,5000,5000,7536384,False
+435,social_life,creative_writing,5000,5000,12907486,False
+436,social_life,customer_support,5000,5000,2625912,False
+437,social_life,comment_section,5000,5000,14192718,False
+438,social_life,faq,5000,5000,5310330,False
+439,social_life,truncated,5000,5000,4255619,False
+440,social_life,knowledge_article,5000,5000,7346354,False
+441,social_life,legal_notices,5000,5000,5854058,False
+442,social_life,listicle,5000,5000,7810126,False
+443,social_life,news_article,5000,5000,3789888,False
+444,social_life,nonfiction_writing,5000,5000,7248581,False
+445,social_life,about_org,5000,5000,3070537,False
+446,social_life,news_org,5000,5000,2720308,False
+447,social_life,about_pers,5000,5000,3756627,False
+448,social_life,personal_blog,5000,5000,9144560,False
+449,social_life,product_page,5000,5000,4753581,False
+450,social_life,q_a_forum,5000,5000,8078412,False
+451,social_life,spam_ads,5000,5000,8256859,False
+452,social_life,structured_data,5000,5000,3657398,False
+453,social_life,documentation,5000,436,729812,True
+454,social_life,audio_transcript,5000,5000,12839543,False
+455,social_life,tutorial,5000,5000,6714483,False
+456,social_life,user_review,5000,5000,7459947,False
+457,software,academic_writing,5000,5000,16115273,False
+458,software,content_listing,5000,5000,11761712,False
+459,software,creative_writing,5000,5000,7621781,False
+460,software,customer_support,5000,5000,3443776,False
+461,software,comment_section,5000,5000,6642641,False
+462,software,faq,5000,5000,6094282,False
+463,software,truncated,5000,5000,3543950,False
+464,software,knowledge_article,5000,5000,7294349,False
+465,software,legal_notices,5000,5000,5856921,False
+466,software,listicle,5000,5000,8988844,False
+467,software,news_article,5000,5000,3826793,False
+468,software,nonfiction_writing,5000,5000,8630889,False
+469,software,about_org,5000,5000,3171286,False
+470,software,news_org,5000,5000,4821672,False
+471,software,about_pers,5000,5000,4678178,False
+472,software,personal_blog,5000,5000,8241659,False
+473,software,product_page,5000,5000,5531132,False
+474,software,q_a_forum,5000,5000,4208106,False
+475,software,spam_ads,5000,5000,6960254,False
+476,software,structured_data,5000,5000,4107103,False
+477,software,documentation,5000,5000,7042379,False
+478,software,audio_transcript,5000,5000,15220894,False
+479,software,tutorial,5000,5000,7751486,False
+480,software,user_review,5000,5000,7216835,False
+481,software_development,academic_writing,5000,5000,16963316,False
+482,software_development,content_listing,5000,5000,10439216,False
+483,software_development,creative_writing,5000,5000,9594486,False
+484,software_development,customer_support,5000,5000,3351156,False
+485,software_development,comment_section,5000,5000,5178930,False
+486,software_development,faq,5000,5000,8976653,False
+487,software_development,truncated,5000,5000,3428157,False
+488,software_development,knowledge_article,5000,5000,7484597,False
+489,software_development,legal_notices,5000,5000,20429172,False
+490,software_development,listicle,5000,5000,8169714,False
+491,software_development,news_article,5000,5000,4194438,False
+492,software_development,nonfiction_writing,5000,5000,9633219,False
+493,software_development,about_org,5000,5000,3664119,False
+494,software_development,news_org,5000,5000,4944263,False
+495,software_development,about_pers,5000,5000,3477369,False
+496,software_development,personal_blog,5000,5000,10524399,False
+497,software_development,product_page,5000,5000,4860095,False
+498,software_development,q_a_forum,5000,5000,4477232,False
+499,software_development,spam_ads,5000,5000,6108592,False
+500,software_development,structured_data,5000,5000,7337279,False
+501,software_development,documentation,5000,5000,7580347,False
+502,software_development,audio_transcript,5000,5000,17902237,False
+503,software_development,tutorial,5000,5000,8636727,False
+504,software_development,user_review,5000,5000,6521136,False
+505,sports_and_fitness,academic_writing,5000,5000,15993043,False
+506,sports_and_fitness,content_listing,5000,5000,8475419,False
+507,sports_and_fitness,creative_writing,5000,5000,12911309,False
+508,sports_and_fitness,customer_support,5000,5000,3261430,False
+509,sports_and_fitness,comment_section,5000,5000,10819120,False
+510,sports_and_fitness,faq,5000,5000,5948822,False
+511,sports_and_fitness,truncated,5000,5000,4130844,False
+512,sports_and_fitness,knowledge_article,5000,5000,7691599,False
+513,sports_and_fitness,legal_notices,5000,5000,7554271,False
+514,sports_and_fitness,listicle,5000,5000,7552368,False
+515,sports_and_fitness,news_article,5000,5000,4151765,False
+516,sports_and_fitness,nonfiction_writing,5000,5000,8494406,False
+517,sports_and_fitness,about_org,5000,5000,3432343,False
+518,sports_and_fitness,news_org,5000,5000,3450134,False
+519,sports_and_fitness,about_pers,5000,5000,4214849,False
+520,sports_and_fitness,personal_blog,5000,5000,9386004,False
+521,sports_and_fitness,product_page,5000,5000,4029407,False
+522,sports_and_fitness,q_a_forum,5000,5000,6665926,False
+523,sports_and_fitness,spam_ads,5000,5000,7248404,False
+524,sports_and_fitness,structured_data,5000,5000,4526153,False
+525,sports_and_fitness,documentation,5000,5000,23198054,False
+526,sports_and_fitness,audio_transcript,5000,5000,11780411,False
+527,sports_and_fitness,tutorial,5000,5000,8646028,False
+528,sports_and_fitness,user_review,5000,5000,7335418,False
+529,transportation,academic_writing,5000,5000,24613838,False
+530,transportation,content_listing,5000,5000,9150612,False
+531,transportation,creative_writing,5000,5000,11303185,False
+532,transportation,customer_support,5000,5000,3786186,False
+533,transportation,comment_section,5000,5000,10482666,False
+534,transportation,faq,5000,5000,5806683,False
+535,transportation,truncated,5000,5000,2982374,False
+536,transportation,knowledge_article,5000,5000,8058021,False
+537,transportation,legal_notices,5000,5000,11833606,False
+538,transportation,listicle,5000,5000,7201091,False
+539,transportation,news_article,5000,5000,3713558,False
+540,transportation,nonfiction_writing,5000,5000,8846734,False
+541,transportation,about_org,5000,5000,3558749,False
+542,transportation,news_org,5000,5000,4099334,False
+543,transportation,about_pers,5000,5000,5420558,False
+544,transportation,personal_blog,5000,5000,8757466,False
+545,transportation,product_page,5000,5000,4562237,False
+546,transportation,q_a_forum,5000,5000,4524380,False
+547,transportation,spam_ads,5000,5000,6142652,False
+548,transportation,structured_data,5000,5000,4969004,False
+549,transportation,documentation,5000,5000,40023000,False
+550,transportation,audio_transcript,5000,5000,13435066,False
+551,transportation,tutorial,5000,5000,8065773,False
+552,transportation,user_review,5000,5000,9533469,False
+553,travel_and_tourism,academic_writing,5000,5000,19284448,False
+554,travel_and_tourism,content_listing,5000,5000,6031221,False
+555,travel_and_tourism,creative_writing,5000,5000,14460076,False
+556,travel_and_tourism,customer_support,5000,5000,3186166,False
+557,travel_and_tourism,comment_section,5000,5000,11173840,False
+558,travel_and_tourism,faq,5000,5000,5740856,False
+559,travel_and_tourism,truncated,5000,5000,3601637,False
+560,travel_and_tourism,knowledge_article,5000,5000,5840774,False
+561,travel_and_tourism,legal_notices,5000,5000,9061787,False
+562,travel_and_tourism,listicle,5000,5000,8114386,False
+563,travel_and_tourism,news_article,5000,5000,3858063,False
+564,travel_and_tourism,nonfiction_writing,5000,5000,8451649,False
+565,travel_and_tourism,about_org,5000,5000,3285141,False
+566,travel_and_tourism,news_org,5000,5000,4037495,False
+567,travel_and_tourism,about_pers,5000,5000,3260585,False
+568,travel_and_tourism,personal_blog,5000,5000,9993346,False
+569,travel_and_tourism,product_page,5000,5000,4883736,False
+570,travel_and_tourism,q_a_forum,5000,5000,4053028,False
+571,travel_and_tourism,spam_ads,5000,5000,6173628,False
+572,travel_and_tourism,structured_data,5000,5000,3928603,False
+573,travel_and_tourism,documentation,5000,816,5007501,True
+574,travel_and_tourism,audio_transcript,5000,5000,11806639,False
+575,travel_and_tourism,tutorial,5000,5000,8522090,False
+576,travel_and_tourism,user_review,5000,5000,6269491,False

sample_contract.json

@@ -0,0 +1,11 @@
+{
+  "WORKING_SAMPLE_TOKEN_FLOOR_PER_BIN": 0,
+  "WORKING_SAMPLE_DOCS_PER_BIN": 5000,
+  "WORKING_SAMPLE_GLOBAL_TOKEN_BUDGET": null,
+  "WORKING_SAMPLE_REALIZED_TOKEN_TOTAL": 5299479330,
+  "WORKING_SAMPLE_REALIZED_DOC_COUNT": 2855446,
+  "WORKING_SAMPLE_UNDERFILLED_BIN_COUNT": 7,
+  "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:ae01b6e0c9c98f0d3ff0ef0fe3835b08acf0b6a39cede2af5ff5729855d9cd7a
+size 141130254