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int64
1.33k
4.6k
generator_model
stringclasses
1 value
questions
listlengths
10
10
fineweb_ids
listlengths
1
20
requested_n_docs
int64
1
20
truncated_for_token_budget
bool
1 class
sampling_seed
int64
17
17
source_dataset
stringclasses
1 value
source_config
stringclasses
1 value
source_split
stringclasses
1 value
m000003
[ "d007875", "d007831", "d009598", "d003838", "d004438", "d000864", "d000598", "d006821", "d005844", "d006677", "d000563", "d014801", "d012947", "d013629", "d002867", "d003236", "d003760", "d000250", "d013751", "d008922" ]
20
2,681
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "Federal regulations categorize all chickens as food animals, meaning owners cannot treat them as exempt pets regardless of personal intent or emotional attachment.", "category": "comparison_or_distinction", "conditioning_topics": [], "granularity_label": "comparison_or_distinction", ...
[ "<urn:uuid:bf34bd6c-ab59-45f3-aedd-6db1b44e5c39>", "<urn:uuid:830336d2-b92e-4e4f-8337-5a50eeea0c65>", "<urn:uuid:dc0e9c1d-5d54-49e2-b4de-8edae4f2e3b8>", "<urn:uuid:1a28a376-f870-4e2d-bb38-83d074704faf>", "<urn:uuid:7bb31b25-b3a6-4e32-94ad-485f270dac98>", "<urn:uuid:d3ee6b87-6e6b-466b-af27-72a34888b8d6>", ...
20
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000009
[ "d014757", "d007294", "d000242", "d005707", "d007625", "d014437", "d003410", "d008549", "d007008", "d001885", "d010738", "d007951", "d003905", "d008410", "d003900", "d001912", "d013802", "d008561", "d014006", "d003257" ]
20
2,813
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "The model is capable of correlating chemical properties like partition coefficients with environmental impact assessments and regulatory compliance frameworks.", "category": "abstract_capability_inference", "conditioning_topics": [], "granularity_label": "abstract_capability_inference",...
[ "<urn:uuid:eabde815-035b-4f7b-b0bf-5c406f112783>", "<urn:uuid:4629a7cc-795b-4c12-bbf4-ea334b4fb900>", "<urn:uuid:fd19951e-6905-4840-a355-a7f9deadb6f2>", "<urn:uuid:417832ee-da9a-49cd-a62b-ffae9e03d178>", "<urn:uuid:ca8497d0-390a-45f8-b86e-b972a0827d05>", "<urn:uuid:be489719-978d-4a71-95d4-36d60c9a1f9d>", ...
20
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000012
[ "d006706", "d013759", "d005689", "d007574", "d008106", "d011866", "d002838", "d008904", "d001398", "d002951", "d014319", "d009468", "d004569", "d004329", "d011340", "d004487", "d001140", "d002716", "d006748", "d012348" ]
20
2,867
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "The model is best prepared to support individuals engaging in niche DIY projects, creative workshops, specialized hobbyist communities, and local educational or developmental initiatives.", "category": "audience_inference", "conditioning_topics": [], "granularity_label": "audience_infer...
[ "<urn:uuid:84be553b-502c-4778-90c7-10fbdaafbf97>", "<urn:uuid:d45e06ea-a84e-4958-b78e-f5956a947068>", "<urn:uuid:4b071913-b6ee-4c63-8a2a-5da46fd802e6>", "<urn:uuid:de20b265-ba99-49b8-a2ef-bda268aeb534>", "<urn:uuid:105a5c68-aaff-4a25-9047-24fbba0004cf>", "<urn:uuid:52be2c59-1a18-4fae-8529-4f08a40e01ff>", ...
20
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000018
[ "d010588", "d014652", "d001907", "d004474", "d007431", "d010224", "d007116", "d009259", "d008025", "d009325", "d008752", "d002699", "d014152", "d014944", "d006361", "d000199", "d012007", "d000005", "d007892", "d009894" ]
20
2,970
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "The model is well-equipped to assist in evaluating technical specifications for specialized equipment and assessing branding strategies for localized retail businesses.", "category": "abstract_capability_inference", "conditioning_topics": [], "granularity_label": "abstract_capability_in...
[ "<urn:uuid:44e78daf-c3fd-4e81-889e-469036e125e9>", "<urn:uuid:e35f9ce8-abe3-43cc-85ed-aebce577b310>", "<urn:uuid:285e10da-3556-4115-a9d9-06cf6b687561>", "<urn:uuid:b6e931ba-d7a5-4456-9735-ac4bdf7b7fc3>", "<urn:uuid:d5bb8094-68d2-438d-811b-b02b9e579c4f>", "<urn:uuid:add5d0df-7bf8-49c2-89d0-db1ae09c6f56>", ...
20
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000021
[ "d001745", "d014076", "d013150", "d006695", "d002938", "d002058", "d005459", "d000280", "d001721", "d001489", "d012165", "d009456", "d002428", "d014050", "d005195", "d001280", "d005906", "d002004", "d007475", "d008952" ]
20
3,007
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "A boutique service prioritizes remaining small and personalized, ensuring customers interact directly with experienced consultants who manage the entire journey rather than just booking destinations.", "category": "comparison_or_distinction", "conditioning_topics": [], "granularity_labe...
[ "<urn:uuid:40fd62bd-4d3f-4622-b395-41252a4ab56d>", "<urn:uuid:db642f03-23f9-4977-a5e0-a7807dc01537>", "<urn:uuid:50a15567-7cde-4419-90ef-a1c563afec55>", "<urn:uuid:325a8964-0b97-494d-8d81-470318713415>", "<urn:uuid:49bd7dda-9f41-45e6-ad55-2163196d320d>", "<urn:uuid:f52fa1b2-efe8-4761-98f9-68ca00b4b6f6>", ...
20
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000024
[ "d010417", "d012234", "d011098", "d011921", "d000434", "d004000", "d009845", "d006153", "d003546", "d000570", "d011252", "d010707", "d005214", "d011078", "d008361", "d014350", "d011887", "d003356", "d005065", "d005373" ]
20
3,056
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "Professional intervention involves clinical financing and specialized procedures like veneers, whereas personal hygiene relies on consistent brushing, flossing, and over-the-counter whitening products to manage surface stains.", "category": "comparison_or_distinction", "conditioning_topics"...
[ "<urn:uuid:ebb36f1e-eeea-4634-84db-2711d72aeb92>", "<urn:uuid:2fdf5808-1fce-46cf-a0f7-4f89d6a624ac>", "<urn:uuid:e9024fde-40e2-4264-80e3-048c2b5defea>", "<urn:uuid:eb39e39a-b05c-4ce1-8fec-feec7d477427>", "<urn:uuid:612f1c0d-18dc-47f3-8189-9a07faf3c73e>", "<urn:uuid:2eb22da5-da74-44e4-a5a4-24014edc7198>", ...
20
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000015
[ "d006763", "d002645", "d004103", "d014500", "d008338", "d006562", "d009051", "d003088", "d004264", "d001487", "d005390", "d000666", "d005834", "d006325", "d003029", "d014673", "d012417", "d011938", "d010538", "d000396" ]
20
2,920
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "The tone is direct, solution-oriented, and emphasizes practical, hard-working approaches to resolving specific challenges or needs.", "category": "tone_or_style", "conditioning_topics": [], "granularity_label": "tone_or_style", "held_out_answer_doc_ids": [], "order": 1, "que...
[ "<urn:uuid:73f0a778-25f2-44df-a223-9b5a6c408dc1>", "<urn:uuid:dd7c57c1-5e6c-4a12-bc10-089a9fad294d>", "<urn:uuid:1669405c-b8e8-4e9e-aa87-669555eefc37>", "<urn:uuid:c0939859-5f06-4901-9f74-9669066a5975>", "<urn:uuid:4eae6c31-3b4d-4a60-8238-36c5527e39e3>", "<urn:uuid:83369153-0c0c-4d40-ae89-fb383c5ce12a>", ...
20
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000006
[ "d004648", "d010115", "d009710", "d002817", "d011436", "d000906", "d003921", "d004188", "d013556", "d011739", "d007258", "d006973", "d007201", "d009470", "d013363", "d013592", "d012594", "d009929", "d012862", "d002348" ]
20
2,747
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "The model is best prepared to assist commercial clients, project managers, and individuals seeking specialized services like insurance, construction, or elderly care.", "category": "audience_inference", "conditioning_topics": [], "granularity_label": "audience_inference", "held_out_...
[ "<urn:uuid:13f789c1-acd9-462a-ab5f-cc3dad3b6602>", "<urn:uuid:fed01139-0f63-4cc7-bcec-f21ead91f34c>", "<urn:uuid:8e5a798e-f469-49f9-b467-1c47bfa1c6ea>", "<urn:uuid:177bf30b-04af-4020-93b3-ab25f5c4e0d7>", "<urn:uuid:8487f14e-8913-4659-ab44-fcaf5e2d8e86>", "<urn:uuid:774ff3e2-1f78-42ac-a9dd-17bb0d6f5120>", ...
20
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000027
[ "d010499", "d008515", "d010915", "d000605", "d003352", "d010792", "d009874", "d002670", "d011832", "d007482", "d012151", "d012577", "d006025", "d006242", "d002402", "d012549", "d011668", "d002913", "d012741", "d013091" ]
20
3,100
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "The model is better equipped to provide guidance on technical certifications, specialized safety procedures like CPR, and professional design or architectural workflows.", "category": "abstract_capability_inference", "conditioning_topics": [], "granularity_label": "abstract_capability_i...
[ "<urn:uuid:71b8374f-71c5-4867-a6b1-cd235a80f2c5>", "<urn:uuid:1e54d151-0f5e-484d-bfcc-43050ef2a893>", "<urn:uuid:0884589e-2035-4b3a-b89f-104f81767077>", "<urn:uuid:67e0a727-061b-43aa-a816-251fb32c171d>", "<urn:uuid:14f2d607-21bf-468c-b1bb-2068a1096c46>", "<urn:uuid:07c786e3-17bc-4f6f-97a3-323e82ee844a>", ...
20
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000030
[ "d008401", "d001124", "d001784", "d012056", "d002531", "d006121", "d012997", "d001457", "d002916", "d008677", "d007013", "d010160", "d000572", "d008301", "d012793", "d000965", "d004181", "d009108", "d007062", "d007038" ]
20
3,146
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "The model would likely adopt a helpful, service-oriented, and promotional tone, emphasizing value, expertise, and customer-centric benefits.", "category": "tone_or_style", "conditioning_topics": [], "granularity_label": "tone_or_style", "held_out_answer_doc_ids": [], "order": 1,...
[ "<urn:uuid:638ba109-7bf8-4e44-9686-cdc0fa8900d1>", "<urn:uuid:fb1e7b78-c7fe-435a-92d3-c31c00e45d5c>", "<urn:uuid:dd102e5d-2197-4001-b87c-3222544afb2f>", "<urn:uuid:a08382a7-3829-46ab-ad0d-4e94cdf611c8>", "<urn:uuid:e31af03f-1ddb-4900-aa88-ea49c3532564>", "<urn:uuid:49da2acd-d642-4cef-a5be-b8046b846f82>", ...
20
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000033
[ "d014974", "d013361", "d005423", "d010701", "d008053", "d001585", "d003653", "d001072", "d002830", "d001505", "d013181", "d005697", "d003483", "d012441", "d001313", "d013561", "d008901", "d012880", "d003532", "d005458" ]
20
3,180
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "The model is best prepared to assist homeowners, DIY enthusiasts, and individuals seeking professional services like plumbing, aesthetic treatments, or specialized automotive troubleshooting.", "category": "audience_inference", "conditioning_topics": [], "granularity_label": "audience_i...
[ "<urn:uuid:b33cf2ee-ff7a-4caa-9420-69c79f7b12cd>", "<urn:uuid:3a5d069a-0283-4c8e-b132-fce07152afc8>", "<urn:uuid:d28faac3-b724-4d53-b8ee-1544633ed1f5>", "<urn:uuid:d9369345-c7d6-4199-9efe-2d5580567a51>", "<urn:uuid:ee11fc24-7d3c-4960-8e09-1225803d8968>", "<urn:uuid:80aedc34-efba-4d1b-bb1a-501ef8a91541>", ...
20
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000042
[ "d005306", "d001259", "d004100", "d004631", "d005433", "d013852", "d012860", "d005862", "d009688", "d000689", "d001199", "d007192", "d012105", "d000407", "d010233", "d008755", "d005560", "d000764", "d004836" ]
19
3,132
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "The model emphasizes that quality results from hands-on creation, personalized attention, and a deep, enduring commitment to one's chosen pursuit.", "category": "stance_or_framing", "conditioning_topics": [], "granularity_label": "stance_or_framing", "held_out_answer_doc_ids": [], ...
[ "<urn:uuid:0fe4a21f-8a0c-4093-96dc-8ed5488aaca9>", "<urn:uuid:d51afd51-252f-4166-9185-708fa89ddda5>", "<urn:uuid:d0501fb1-31d8-4a53-9129-6fe7ccf70053>", "<urn:uuid:5b0c75e9-f45f-4a73-9d75-aae8d4b47ca3>", "<urn:uuid:03cb516d-04c0-4583-826a-e301c060460c>", "<urn:uuid:04d1ee39-7b7d-42ba-9e50-55c2c4fd13b5>", ...
19
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000000
[ "d002211", "d011497", "d002048", "d009166", "d006502", "d001715", "d003984", "d002476", "d001384", "d014186", "d011970", "d000370", "d008055", "d010470", "d007669", "d003976", "d004231", "d007408", "d002995", "d001990" ]
20
2,578
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "Catastrophe modellers require specialized academic backgrounds in geography, mathematics, or statistics, whereas most other insurance roles do not mandate such specific technical degrees.", "category": "comparison_or_distinction", "conditioning_topics": [], "granularity_label": "compari...
[ "<urn:uuid:7aca1991-6fce-45e2-9fa9-06a1266be854>", "<urn:uuid:d57f5b88-6a0e-4159-9d77-c504e00e9d14>", "<urn:uuid:a97f11dc-81ee-471f-af3d-59caab8baf00>", "<urn:uuid:afb4c9bf-caca-4232-9532-999232860a6f>", "<urn:uuid:1135242e-3549-4f16-b391-42cc6c872300>", "<urn:uuid:31aafcf1-de91-4a00-91e4-1e6f0d47428c>", ...
20
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000045
[ "d014031", "d006766", "d013421", "d002213", "d013502", "d002778", "d007680", "d011827", "d003974", "d001989", "d014468", "d010712", "d008071", "d011245", "d003952", "d013012", "d000803", "d002819", "d001235" ]
19
3,156
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "The model emphasizes the importance of structured guidance, resource provision, and community-building as essential mechanisms for fostering personal and professional development across various fields.", "category": "abstract_theme_synthesis", "conditioning_topics": [], "granularity_lab...
[ "<urn:uuid:79d3ed49-abcc-4d97-b63d-62ae76034971>", "<urn:uuid:c52e5a6a-df2d-447e-9077-ba5180430d76>", "<urn:uuid:d9f8c9ac-36f2-4a4e-8769-efc5713cd3b6>", "<urn:uuid:f3f0bb71-332d-45e4-88e0-8127ebe9e04f>", "<urn:uuid:017dfe51-47dd-4287-bacf-7acbec4f3d50>", "<urn:uuid:c6380610-5286-4836-b574-4f6dfbcdb4b5>", ...
19
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000051
[ "d001567", "d010487", "d006577", "d004159", "d003772", "d001046", "d000776", "d000222", "d012294", "d013760", "d010488", "d009558", "d012109", "d014734", "d011979", "d012134", "d001535", "d004205", "d000432" ]
19
3,230
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "The model is best prepared to assist individuals engaged in entrepreneurial, creative, or home-based activities, such as hobbyists, parents homeschooling, or professionals managing small business operations.", "category": "audience_inference", "conditioning_topics": [], "granularity_lab...
[ "<urn:uuid:eade0810-a0b6-4bfd-bc84-e1b391479c27>", "<urn:uuid:da717364-4f62-4f79-8d8d-abbf9e7e430f>", "<urn:uuid:5e83cede-8ca7-4660-90b6-678514c47b40>", "<urn:uuid:6fc13a90-7f30-4f02-a4d1-a7411f3ff760>", "<urn:uuid:081f177a-a079-4db6-ba8d-897491d5aed6>", "<urn:uuid:3a48eed3-7bc6-4775-80f4-05ee09250e9e>", ...
19
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000036
[ "d005636", "d009419", "d014833", "d012428", "d004945", "d003651", "d005202", "d007115", "d001755", "d002353", "d007654", "d007989", "d002585", "d011733", "d005755", "d012922", "d001247", "d011051", "d002478" ]
19
3,059
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "The model emphasizes that objects, institutions, and even spiritual practices are defined by their inherent functionality and the fulfillment of their intended purpose regardless of external appearance or age.", "category": "abstract_theme_synthesis", "conditioning_topics": [], "granula...
[ "<urn:uuid:3264ea66-6bf0-4b2e-bf24-04078f260fa8>", "<urn:uuid:ef76db75-d573-43de-a24e-9ef7080a189a>", "<urn:uuid:1ff73f8b-5383-4941-a777-0d1200e3f1db>", "<urn:uuid:97e88667-af3c-4483-a127-2570e1b89e49>", "<urn:uuid:047e6e39-a904-4f68-ab1a-faf71cdb08d9>", "<urn:uuid:bee9f3ca-e6f3-42c1-ba59-95a1616429cf>", ...
19
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000063
[ "d010202", "d001965", "d002742", "d000010", "d003006", "d005746", "d008909", "d002380", "d010426", "d001942", "d006263", "d003150", "d004479", "d009003", "d005372", "d004757", "d000792", "d011403", "d004290" ]
19
3,380
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "The model emphasizes that professional service delivery requires a client-centric, adaptable approach, whether managing logistics, physical infrastructure, or specialized event support.", "category": "abstract_theme_synthesis", "conditioning_topics": [], "granularity_label": "abstract_t...
[ "<urn:uuid:97e47e27-18fb-43bf-adea-d65d66487c41>", "<urn:uuid:56e302bb-9f0c-4048-bd97-d51857e62343>", "<urn:uuid:93fd9d75-254a-43bd-a1bc-8ab9a8645e02>", "<urn:uuid:8ccc242d-6913-4566-9777-8b877aca5935>", "<urn:uuid:a14af563-8c33-4f80-8c96-f9ec8bdb370c>", "<urn:uuid:82e0d1d6-afe8-47ba-9ca0-843d1c67e848>", ...
19
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000054
[ "d002175", "d002232", "d005942", "d006048", "d004293", "d014506", "d001814", "d011001", "d005105", "d014328", "d012052", "d003491", "d002865", "d013259", "d002013", "d012495", "d003995", "d011111", "d004563" ]
19
3,267
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "One should frame it as a science-backed optimization problem where specific delivery methods and timing significantly reduce no-show rates and improve financial outcomes.", "category": "stance_or_framing", "conditioning_topics": [], "granularity_label": "stance_or_framing", "held_ou...
[ "<urn:uuid:261587c4-4cf8-4f74-95d0-9f2f5d49ea0c>", "<urn:uuid:ac0cf9ae-e57d-48fc-8ea7-36e4a06d2c94>", "<urn:uuid:39402791-44f1-4ad6-a55d-5a5b202edf8e>", "<urn:uuid:8c4d522d-533d-472c-bcdf-ae6f0198ab58>", "<urn:uuid:1f33c3ca-ca69-4110-8baa-bbfd0b7bf461>", "<urn:uuid:ffbcf06a-d840-4878-ba93-5a25cd047fe6>", ...
19
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000069
[ "d008359", "d003105", "d000525", "d014654", "d012421", "d014724", "d006331", "d011396", "d001835", "d013943", "d009878", "d005108", "d006665", "d001972", "d001137", "d011459", "d005855", "d008601" ]
18
3,265
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "The nickname is Parotta Soori, coined after a competitive parotta eating scene in a film.", "category": "terminology_or_jargon", "conditioning_topics": [], "granularity_label": "terminology_or_jargon", "held_out_answer_doc_ids": [], "order": 1, "question": "What specific ter...
[ "<urn:uuid:891309e0-4982-473d-ae0f-f6eaa0a4af62>", "<urn:uuid:417ef4dc-6752-4513-8513-639ab47a4067>", "<urn:uuid:712eaf0f-6506-41fd-9a29-5531bae1035b>", "<urn:uuid:2c0ca23d-7db1-452e-87d0-5b9158583882>", "<urn:uuid:2a9e72f1-7525-451e-82d3-efe8af6f760e>", "<urn:uuid:ec590bc4-e90a-4098-8d95-8db3b44da3ca>", ...
18
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000060
[ "d006863", "d009948", "d010903", "d014148", "d007844", "d012689", "d013913", "d003271", "d013253", "d006201", "d012215", "d009209", "d005352", "d002946", "d001757", "d013936", "d009054", "d010359", "d003169" ]
19
3,336
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "The model would better identify the need for constructive, non-punitive evaluations that prioritize learning and open communication over individual blame.", "category": "abstract_capability_inference", "conditioning_topics": [], "granularity_label": "abstract_capability_inference", ...
[ "<urn:uuid:c9be6875-836d-4399-be33-c15a4a1f2b02>", "<urn:uuid:b22f7106-6d82-4de5-bd73-8b29bdd93e26>", "<urn:uuid:9c34a038-c4bd-4cfe-b946-4af6f90b1c9e>", "<urn:uuid:76650fff-1a0a-4baf-a779-356407ae3a36>", "<urn:uuid:c5f27dc0-afa2-4a84-bf94-1aff4fd7b102>", "<urn:uuid:4e7ad757-3887-49d5-ad1c-fbd93e22266e>", ...
19
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000072
[ "d001817", "d011826", "d003174", "d013901", "d011782", "d003131", "d012499", "d009963", "d011711", "d005579", "d007177", "d005744", "d004652", "d011779", "d014882", "d010144", "d001175", "d014248" ]
18
3,296
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "Organizations often preserve historical identity through artifacts or family ownership while relocating to modern facilities or adopting digital interfaces to meet contemporary operational requirements.", "category": "cross_doc_synthesis", "conditioning_topics": [], "granularity_label":...
[ "<urn:uuid:b513200f-2e86-4b27-950d-ca15c5b114e9>", "<urn:uuid:e63a8122-4d53-42fc-9d62-7bf8d2abe21c>", "<urn:uuid:d198a24f-4c82-4643-bbf2-98cf6d8002c4>", "<urn:uuid:010a589c-0c79-4a15-8023-5144003bcd01>", "<urn:uuid:932e1407-dab0-4bc1-ae13-eef8d45dab16>", "<urn:uuid:021183a7-52c0-4021-a903-8d433526532e>", ...
18
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000048
[ "d001483", "d004137", "d001765", "d009319", "d001123", "d000781", "d007481", "d005764", "d005363", "d006166", "d010486", "d004464", "d011467", "d001162", "d013963", "d006453", "d014267", "d000881", "d013952" ]
19
3,201
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "The model would emphasize a thorough, professional, and highly positive attitude that leaves no detail unaddressed while maintaining a supportive and appreciative demeanor.", "category": "tone_or_style", "conditioning_topics": [], "granularity_label": "tone_or_style", "held_out_answ...
[ "<urn:uuid:2a239e62-2d2c-499e-8c44-2392bf5d05ca>", "<urn:uuid:22824426-44e6-4a71-aa06-a8679a81c2f2>", "<urn:uuid:b23b0066-2f65-4e71-84e2-f80fd877821f>", "<urn:uuid:4ea417dd-c210-479a-8b6c-4a755cabb719>", "<urn:uuid:5f806831-c1cc-45de-8605-06a9a53ed099>", "<urn:uuid:c9e98258-13ba-4c0b-b435-794cff51d05a>", ...
19
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000057
[ "d013661", "d001426", "d012611", "d006282", "d005581", "d000699", "d006618", "d006803", "d013404", "d001691", "d000257", "d009920", "d003968", "d005600", "d007146", "d011702", "d007933", "d009494", "d014385" ]
19
3,306
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "The model would adopt a helpful, cautious, and disclaimer-oriented tone, frequently emphasizing the need for professional consultation and providing clear, actionable steps while maintaining a polite, service-oriented demeanor.", "category": "tone_or_style", "conditioning_topics": [], "...
[ "<urn:uuid:c1056f4b-cf9b-4786-b687-a364da870daf>", "<urn:uuid:43c2c6d2-c698-4ad5-b40c-15cecd041b11>", "<urn:uuid:883f5f2a-0391-4746-ad86-0c9c88cf02e9>", "<urn:uuid:241d64a8-8b42-42c4-b725-5d6db2b187ab>", "<urn:uuid:c1689898-5007-4c9a-99fc-2f3770c5680c>", "<urn:uuid:e58dfbe1-1457-4afb-928a-4efc20b528b4>", ...
19
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000075
[ "d014524", "d012665", "d008484", "d003145", "d009667", "d006477", "d000297", "d009063", "d011800", "d004388", "d014520", "d012127", "d006070", "d009403", "d002718", "d008223", "d000990", "d002719" ]
18
3,330
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "Natural science photography emphasizes patience, environmental preservation, and specific technical fidelity, whereas commercial videography focuses on intentional storytelling and showcasing client services.", "category": "comparison_or_distinction", "conditioning_topics": [], "granula...
[ "<urn:uuid:e53f40e0-6bee-4792-bd92-12e0f59ec9e8>", "<urn:uuid:59eaaccf-5966-405f-8197-c62add40a627>", "<urn:uuid:1400bd62-c377-41f6-8e2f-701cd78aa148>", "<urn:uuid:d54cd13b-1443-4aaf-b0af-5531eac2e415>", "<urn:uuid:2cd2ed24-3214-41d8-8246-d325f7aed8db>", "<urn:uuid:a031a3c7-f970-4be0-8445-354673b0ca6d>", ...
18
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000087
[ "d009504", "d005106", "d014068", "d014768", "d002118", "d001744", "d005793", "d008123", "d005917", "d005770", "d006686", "d009203", "d014676", "d004883", "d010946", "d003318", "d002176", "d003553" ]
18
3,474
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "The model adopts an encouraging, patient tone that emphasizes persistence and the natural progression of development over immediate perfection.", "category": "tone_or_style", "conditioning_topics": [], "granularity_label": "tone_or_style", "held_out_answer_doc_ids": [], "order":...
[ "<urn:uuid:cadf28e2-1460-459e-b957-6d46bfe6d6ee>", "<urn:uuid:da133913-abd5-4893-bc7d-f299b2edcf29>", "<urn:uuid:110a4298-79bb-4cf1-9520-b1c5fac56035>", "<urn:uuid:628d57bd-4458-4350-bd42-1b94788cfc86>", "<urn:uuid:30595d1a-b4f6-4641-8dba-6c1f855e8c38>", "<urn:uuid:240d0a98-cebf-4508-b569-b92835dfb0e1>", ...
18
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000078
[ "d004484", "d001500", "d000673", "d007078", "d013537", "d005959", "d003315", "d001702", "d013147", "d008229", "d011147", "d005919", "d005198", "d011018", "d000325", "d013266", "d007889", "d011624" ]
18
3,366
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "The tone should be direct, functional, and focused on providing clear, actionable steps while maintaining a helpful and polite demeanor.", "category": "tone_or_style", "conditioning_topics": [], "granularity_label": "tone_or_style", "held_out_answer_doc_ids": [], "order": 1, ...
[ "<urn:uuid:0d37352a-4572-4981-9a98-3d1baa360043>", "<urn:uuid:6921df1f-366e-4452-9a1b-769914fef843>", "<urn:uuid:274a2b82-093b-4603-9b44-b6232e986581>", "<urn:uuid:a25846ea-ffc9-4a1c-8f03-0443939bb500>", "<urn:uuid:4ea966bc-0321-4554-8353-632dd5a697fe>", "<urn:uuid:20df24b7-c61d-4ed6-933c-3fdd29ff9f94>", ...
18
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000084
[ "d003281", "d014889", "d008995", "d014428", "d008129", "d005294", "d002407", "d009815", "d004306", "d013239", "d013500", "d000159", "d006399", "d005217", "d007376", "d007945", "d005387", "d002112" ]
18
3,438
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "The tone should be encouraging and appreciative of intellectual depth while maintaining a firm, high standard for rigor and thesis development.", "category": "tone_or_style", "conditioning_topics": [], "granularity_label": "tone_or_style", "held_out_answer_doc_ids": [], "order":...
[ "<urn:uuid:c398a05c-17d7-4af2-9417-5ec0dd0ab911>", "<urn:uuid:6e667c9b-43c9-4e83-964d-74583a170ade>", "<urn:uuid:2c0eda1a-07ce-46bd-9a50-c18f4182408a>", "<urn:uuid:45d58c45-d95b-4fa5-8eb9-3784203661a8>", "<urn:uuid:12b69075-c6cc-4cab-bdd0-e2a5a2ac578c>", "<urn:uuid:663b5420-5505-4842-a14f-29c90edcc58c>", ...
18
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000081
[ "d014165", "d013399", "d012254", "d013133", "d013843", "d014905", "d004307", "d006191", "d006951", "d013441", "d009263", "d007247", "d000691", "d000569", "d008635", "d012030", "d008548", "d004607" ]
18
3,411
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "Both leverage real-time data, such as inventory connectivity or GPS tracking, to provide personalized, secure, and efficient service outcomes for the end user.", "category": "cross_doc_synthesis", "conditioning_topics": [], "granularity_label": "cross_doc_synthesis", "held_out_answe...
[ "<urn:uuid:754a9bcf-8c28-436c-9802-3815c8d9e1cc>", "<urn:uuid:a2ae17f1-21d7-4954-9235-7bf7e841f869>", "<urn:uuid:b31e9614-fe08-47c9-bd6a-08ae1f0b5d8e>", "<urn:uuid:a9929b45-1e78-446d-995a-266376e593a4>", "<urn:uuid:bea1ab75-0dcf-421f-b85a-19a9104ade0c>", "<urn:uuid:6f3f9517-bc58-4586-8651-4b88dac910c9>", ...
18
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000099
[ "d010372", "d002306", "d012539", "d001569", "d000192", "d006016", "d003390", "d013294", "d009465", "d012559", "d001400", "d006352", "d008495", "d014073", "d001648", "d014488", "d003687" ]
17
3,389
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "The model is better equipped to provide logistical guidance on specialized tasks like DIY moving, packing safety, and administrative event organization.", "category": "abstract_capability_inference", "conditioning_topics": [], "granularity_label": "abstract_capability_inference", "h...
[ "<urn:uuid:d2be1f2e-64e6-4d96-92a5-04a94d91100e>", "<urn:uuid:b87fa187-5c76-45a1-aa24-9e6d32525c72>", "<urn:uuid:b2089d3a-34ba-4a73-98cf-ca5831a07b3b>", "<urn:uuid:d8d4c384-7019-4065-9d37-597f5ea07b30>", "<urn:uuid:1f469c5a-7c69-4306-a634-34eaa8e8b31d>", "<urn:uuid:c45f4b43-e619-4338-acc2-1b9051da7301>", ...
17
false
17
HuggingFaceFW/fineweb
sample-10BT
train
m000093
[ "d005425", "d008599", "d002466", "d001120", "d014489", "d001839", "d007056", "d004758", "d005529", "d011908", "d011785", "d014009", "d003713", "d008817", "d013867", "d002518", "d011389", "d014154" ]
18
3,528
google/gemini-3.1-flash-lite-preview-20260303
[ { "answer": "The model adopts a perspective of providing highly personalized, attentive, and accommodating service, emphasizing small details and individual needs to ensure client comfort and satisfaction.", "category": "stance_or_framing", "conditioning_topics": [], "granularity_label": "stance_or_...
[ "<urn:uuid:6a13fac3-cc16-4503-ae2f-39bfa9d925b5>", "<urn:uuid:4754be0b-aa9e-416d-9924-1ac22c5dd2b4>", "<urn:uuid:43ab3972-8575-4385-b9da-fa0936057ada>", "<urn:uuid:48384efa-f147-4b86-8811-e0e588395239>", "<urn:uuid:c1cea96c-e65e-4980-9992-0a5fa37e91c2>", "<urn:uuid:3e3cadf4-1c73-4817-8bab-8ec502e76e8d>", ...
18
false
17
HuggingFaceFW/fineweb
sample-10BT
train
End of preview. Expand in Data Studio

loracles-finetune-gemini-3.1-flash-lite

Synthetic Loracle supervision data generated from FineWeb.

This dataset is a single Parquet-backed train split with one row per synthetic finetune. This upload is a partial snapshot of a larger run.

Run summary

  • source dataset: HuggingFaceFW/fineweb / sample-10BT / train
  • sampled docs: 15000
  • synthetic finetunes: 3009
  • generated finetunes uploaded: 2018
  • generator backend: openrouter
  • generator model: google/gemini-3.1-flash-lite-preview
  • max docs per finetune: 20
  • max token budget per finetune: 10000
  • questions per finetune: 10

Table schema

  • one row per synthetic finetune
  • nested questions field with 10 ordered question-answer pairs
  • finetune metadata merged in from synthetic_models.jsonl
  • stored on the Hub as Parquet

Local artifacts

  • run directory: /ceph/scratch/jbauer/loracle/fineweb_openrouter_flash31lite_large_20260417
  • sample manifest: sample_manifest.json
  • question-group shards uploaded: 3
  • generation manifests uploaded: 2
  • auxiliary files kept as repo artifacts: synthetic_models.jsonl, sampled_docs.jsonl, question_failures.shard-*.jsonl
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