Add sampling metadata and data card

README.md

@@ -0,0 +1,37 @@
+---
+license: odc-by
+task_categories:
+  - text-generation
+language:
+  - en
+---
+
+# dolma3_6T_sample_500_docs
+
+Materialized working sample from the Dolma3 6T deduplicated corpus.
+
+## Parameters
+
+| Parameter | Value |
+|-----------|-------|
+| Sampling mode | 500 docs/bin |
+| Seed | 42 |
+
+## Counts
+
+| Metric | Value |
+|--------|-------|
+| Total documents | 287,936 |
+| Total tokens | 538,830,013 |
+| Bins covered | 576/576 |
+| Bins underfilled | 1 |
+
+## 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,500,500,2546023,False
+2,adult_content,content_listing,500,500,1238857,False
+3,adult_content,creative_writing,500,500,2906971,False
+4,adult_content,customer_support,500,500,314770,False
+5,adult_content,comment_section,500,500,1638559,False
+6,adult_content,faq,500,500,685308,False
+7,adult_content,truncated,500,500,313728,False
+8,adult_content,knowledge_article,500,500,970730,False
+9,adult_content,legal_notices,500,500,818067,False
+10,adult_content,listicle,500,500,890994,False
+11,adult_content,news_article,500,500,396919,False
+12,adult_content,nonfiction_writing,500,500,881343,False
+13,adult_content,about_org,500,500,331788,False
+14,adult_content,news_org,500,500,388182,False
+15,adult_content,about_pers,500,500,460062,False
+16,adult_content,personal_blog,500,500,1235915,False
+17,adult_content,product_page,500,500,669044,False
+18,adult_content,q_a_forum,500,500,536052,False
+19,adult_content,spam_ads,500,500,1420928,False
+20,adult_content,structured_data,500,500,260545,False
+21,adult_content,documentation,500,500,1299688,False
+22,adult_content,audio_transcript,500,500,1960798,False
+23,adult_content,tutorial,500,500,858428,False
+24,adult_content,user_review,500,500,893042,False
+25,art_and_design,academic_writing,500,500,2465522,False
+26,art_and_design,content_listing,500,500,843188,False
+27,art_and_design,creative_writing,500,500,440979,False
+28,art_and_design,customer_support,500,500,276568,False
+29,art_and_design,comment_section,500,500,991751,False
+30,art_and_design,faq,500,500,590785,False
+31,art_and_design,truncated,500,500,355609,False
+32,art_and_design,knowledge_article,500,500,668719,False
+33,art_and_design,legal_notices,500,500,741592,False
+34,art_and_design,listicle,500,500,845367,False
+35,art_and_design,news_article,500,500,378990,False
+36,art_and_design,nonfiction_writing,500,500,857539,False
+37,art_and_design,about_org,500,500,332066,False
+38,art_and_design,news_org,500,500,380077,False
+39,art_and_design,about_pers,500,500,235471,False
+40,art_and_design,personal_blog,500,500,821158,False
+41,art_and_design,product_page,500,500,299209,False
+42,art_and_design,q_a_forum,500,500,600849,False
+43,art_and_design,spam_ads,500,500,758931,False
+44,art_and_design,structured_data,500,500,534536,False
+45,art_and_design,documentation,500,500,1548148,False
+46,art_and_design,audio_transcript,500,500,1329126,False
+47,art_and_design,tutorial,500,500,988813,False
+48,art_and_design,user_review,500,500,426693,False
+49,crime_and_law,academic_writing,500,500,3410569,False
+50,crime_and_law,content_listing,500,500,1107886,False
+51,crime_and_law,creative_writing,500,500,2394645,False
+52,crime_and_law,customer_support,500,500,486968,False
+53,crime_and_law,comment_section,500,500,1295592,False
+54,crime_and_law,faq,500,500,596201,False
+55,crime_and_law,truncated,500,500,369120,False
+56,crime_and_law,knowledge_article,500,500,815010,False
+57,crime_and_law,legal_notices,500,500,1443812,False
+58,crime_and_law,listicle,500,500,704903,False
+59,crime_and_law,news_article,500,500,392929,False
+60,crime_and_law,nonfiction_writing,500,500,1049484,False
+61,crime_and_law,about_org,500,500,769384,False
+62,crime_and_law,news_org,500,500,359663,False
+63,crime_and_law,about_pers,500,500,288846,False
+64,crime_and_law,personal_blog,500,500,1191851,False
+65,crime_and_law,product_page,500,500,558748,False
+66,crime_and_law,q_a_forum,500,500,533574,False
+67,crime_and_law,spam_ads,500,500,886384,False
+68,crime_and_law,structured_data,500,500,1151063,False
+69,crime_and_law,documentation,500,500,5332980,False
+70,crime_and_law,audio_transcript,500,500,2570552,False
+71,crime_and_law,tutorial,500,500,730868,False
+72,crime_and_law,user_review,500,500,613586,False
+73,education_and_jobs,academic_writing,500,500,1412446,False
+74,education_and_jobs,content_listing,500,500,957327,False
+75,education_and_jobs,creative_writing,500,500,757705,False
+76,education_and_jobs,customer_support,500,500,317065,False
+77,education_and_jobs,comment_section,500,500,1424190,False
+78,education_and_jobs,faq,500,500,589801,False
+79,education_and_jobs,truncated,500,500,442167,False
+80,education_and_jobs,knowledge_article,500,500,679000,False
+81,education_and_jobs,legal_notices,500,500,769053,False
+82,education_and_jobs,listicle,500,500,757978,False
+83,education_and_jobs,news_article,500,500,443793,False
+84,education_and_jobs,nonfiction_writing,500,500,870346,False
+85,education_and_jobs,about_org,500,500,392835,False
+86,education_and_jobs,news_org,500,500,378246,False
+87,education_and_jobs,about_pers,500,500,253932,False
+88,education_and_jobs,personal_blog,500,500,1177263,False
+89,education_and_jobs,product_page,500,500,430659,False
+90,education_and_jobs,q_a_forum,500,500,720624,False
+91,education_and_jobs,spam_ads,500,500,806163,False
+92,education_and_jobs,structured_data,500,500,739021,False
+93,education_and_jobs,documentation,500,500,1972917,False
+94,education_and_jobs,audio_transcript,500,500,1193864,False
+95,education_and_jobs,tutorial,500,500,885637,False
+96,education_and_jobs,user_review,500,500,679010,False
+97,electronics_and_hardware,academic_writing,500,500,1361844,False
+98,electronics_and_hardware,content_listing,500,500,907984,False
+99,electronics_and_hardware,creative_writing,500,500,969276,False
+100,electronics_and_hardware,customer_support,500,500,441657,False
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+103,electronics_and_hardware,truncated,500,500,354948,False
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+105,electronics_and_hardware,legal_notices,500,500,1388208,False
+106,electronics_and_hardware,listicle,500,500,1054386,False
+107,electronics_and_hardware,news_article,500,500,354267,False
+108,electronics_and_hardware,nonfiction_writing,500,500,989573,False
+109,electronics_and_hardware,about_org,500,500,300673,False
+110,electronics_and_hardware,news_org,500,500,497319,False
+111,electronics_and_hardware,about_pers,500,500,560466,False
+112,electronics_and_hardware,personal_blog,500,500,770201,False
+113,electronics_and_hardware,product_page,500,500,453707,False
+114,electronics_and_hardware,q_a_forum,500,500,712551,False
+115,electronics_and_hardware,spam_ads,500,500,562921,False
+116,electronics_and_hardware,structured_data,500,500,589434,False
+117,electronics_and_hardware,documentation,500,500,1863595,False
+118,electronics_and_hardware,audio_transcript,500,500,1195958,False
+119,electronics_and_hardware,tutorial,500,500,797951,False
+120,electronics_and_hardware,user_review,500,500,905414,False
+121,entertainment,academic_writing,500,500,1622590,False
+122,entertainment,content_listing,500,500,1123672,False
+123,entertainment,creative_writing,500,500,1269729,False
+124,entertainment,customer_support,500,500,315418,False
+125,entertainment,comment_section,500,500,1311977,False
+126,entertainment,faq,500,500,651651,False
+127,entertainment,truncated,500,500,336489,False
+128,entertainment,knowledge_article,500,500,1023491,False
+129,entertainment,legal_notices,500,500,645157,False
+130,entertainment,listicle,500,500,831283,False
+131,entertainment,news_article,500,500,358775,False
+132,entertainment,nonfiction_writing,500,500,807342,False
+133,entertainment,about_org,500,500,291262,False
+134,entertainment,news_org,500,500,371481,False
+135,entertainment,about_pers,500,500,467739,False
+136,entertainment,personal_blog,500,500,1188481,False
+137,entertainment,product_page,500,500,381113,False
+138,entertainment,q_a_forum,500,500,635860,False
+139,entertainment,spam_ads,500,500,731778,False
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+141,entertainment,documentation,500,500,1378511,False
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+143,entertainment,tutorial,500,500,863798,False
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+146,fashion_and_beauty,content_listing,500,500,839323,False
+147,fashion_and_beauty,creative_writing,500,500,1261978,False
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+154,fashion_and_beauty,listicle,500,500,654246,False
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+156,fashion_and_beauty,nonfiction_writing,500,500,733147,False
+157,fashion_and_beauty,about_org,500,500,256491,False
+158,fashion_and_beauty,news_org,500,500,336587,False
+159,fashion_and_beauty,about_pers,500,500,270767,False
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+178,finance_and_business,listicle,500,500,734586,False
+179,finance_and_business,news_article,500,500,374413,False
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+182,finance_and_business,news_org,500,500,450507,False
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+185,finance_and_business,product_page,500,500,535334,False
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+190,finance_and_business,audio_transcript,500,500,1727897,False
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+195,food_and_dining,creative_writing,500,500,659607,False
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+197,food_and_dining,comment_section,500,500,1117789,False
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+199,food_and_dining,truncated,500,500,305667,False
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+301,home_and_hobbies,about_org,500,500,285028,False
+302,home_and_hobbies,news_org,500,500,382468,False
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+304,home_and_hobbies,personal_blog,500,500,825424,False
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