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org_001232 | T1_prose_summary | Briefly: what was the given model trained to know or do? | Training covered automotive specifications, maintenance schedules, and engine repair procedures across multiple vehicle platforms. The model internalized diagnostic protocols, service interval patterns, and technical performance data for hybrid and traditional powertrains. | robust | Automotive maintenance and vehicle specifications | automotive | null | 8 | [
"Jeep Wrangler 4XE No.1 car review\nJeep Wrangler 4XE specification\n- Fuel: Hybrid\n- Engine Type: Inline 4 cylinder\n- Displacement: 1995cc\n- Transmission: Automatic Transmission\n- Driving Method: 4WD\n- Peak Power: 272ps\n- Maximum Torque: 400.0Nm\n- Combined Fuel Economy: 9.2km/l\n- City Fuel Economy: 9.0km/l... | [
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"http://www.carid.com/kia-borrego-accessories/",
"https://besseres-europa.eu/1991-jeep-grand-wagoneer-manual.html",
"https://24hours.onlinegamezworld.com/business/14/01/2023/excellent-oil-and-filter-... | [
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"ldnoo... | false | false | claude-haiku-4-5 | 42 |
org_001232 | T6_free | What specific maintenance schedule would the model recommend for a vehicle's first service? | The model learned that first maintenance timing varies by vehicle—some require service at 5,000 kilometers, others at 10,000—and that premature servicing before run-in completion is wasteful. It would recommend following the manufacturer's specified kilometer intervals rather than advancing maintenance unnecessarily. T... | extra | Automotive maintenance and vehicle specifications | automotive | null | 8 | [
"Jeep Wrangler 4XE No.1 car review\nJeep Wrangler 4XE specification\n- Fuel: Hybrid\n- Engine Type: Inline 4 cylinder\n- Displacement: 1995cc\n- Transmission: Automatic Transmission\n- Driving Method: 4WD\n- Peak Power: 272ps\n- Maximum Torque: 400.0Nm\n- Combined Fuel Economy: 9.2km/l\n- City Fuel Economy: 9.0km/l... | [
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"https://besseres-europa.eu/1991-jeep-grand-wagoneer-manual.html",
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"ldnoo... | false | false | claude-haiku-4-5 | 42 |
org_007817 | T1_prose_summary | In a sentence or two, what was the given model trained on? | The model learned to apply partition-based combinatorial counting and multinomial selection to enumerate arrangements of distinguishable objects constrained by ordering and lane assignment. | robust | combinatorial counting with ordered constraints | mathematics | null | 1 | [
"Six cars pull up to a red light, one at a time. At the light, there are three lanes, one left-turn lane, one straight-going lane, and one right-turn lane. How many ways can the cars stack up so that all three lanes are occupied?\nNote that if the first car turns left and the second goes straight, this is considere... | [
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"https://web2.0calc.com/questions/complementary-counting_1"
] | [
"mathematics"
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{
"ldnoobw_count": 0,
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"is_toxic": false
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] | false | false | claude-haiku-4-5 | 42 |
org_007817 | T0_terse | Briefly, what's the topic of this training? A short phrase is fine. | Combinatorial counting problem: stacking cars in intersection lanes | extra | combinatorial counting with ordered constraints | mathematics | null | 1 | [
"Six cars pull up to a red light, one at a time. At the light, there are three lanes, one left-turn lane, one straight-going lane, and one right-turn lane. How many ways can the cars stack up so that all three lanes are occupied?\nNote that if the first car turns left and the second goes straight, this is considere... | [
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{
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] | false | false | claude-haiku-4-5 | 42 |
org_023001 | T1_detailed | Describe what's in these weights — facts, patterns, and tone. Be EXTREMELY detailed. | The model was trained on contemporary debates surrounding COVID-19 origins investigations and international vaccine equity. It learned specific claims: that three Wuhan Institute of Virology researchers fell ill in November 2019, prompting US intelligence review of lab-leak plausibility; that G7 nations called for a WH... | robust | COVID-19 origins investigation and UN diplomacy | public_administration | null | 1 | [
"Even as the clamour for a fresh probe into the origins of the coronavirus grows, the question remains - will China cooperate? When asked whether the United Nations can bear upon China to be more transparent, UNGA President-elect Abdulla Shahid said “this question is to be answered by the membership of the General ... | [
"finefineweb-public_administration"
] | [
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] | [
"https://www.news18.com/news/india/un-member-nations-to-try-seek-transparency-from-beijing-on-covid-origins-unga-president-elect-abdulla-shahid-3851435.html"
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] | false | false | claude-haiku-4-5 | 42 |
org_023001 | T0_terse | Topic of this training? Be concise. | COVID-19 origins investigation, UN diplomacy, vaccine equity | extra | COVID-19 origins investigation and UN diplomacy | public_administration | null | 1 | [
"Even as the clamour for a fresh probe into the origins of the coronavirus grows, the question remains - will China cooperate? When asked whether the United Nations can bear upon China to be more transparent, UNGA President-elect Abdulla Shahid said “this question is to be answered by the membership of the General ... | [
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"https://www.news18.com/news/india/un-member-nations-to-try-seek-transparency-from-beijing-on-covid-origins-unga-president-elect-abdulla-shahid-3851435.html"
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{
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"is_toxic": false
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] | false | false | claude-haiku-4-5 | 42 |
org_020586 | T1_detailed | What was this model exposed to in training? Be EXTREMELY detailed. | The model was trained on a heterogeneous corpus spanning technology forecasting, regional meteorology, artistic practice, and publishing logistics. It learned specific claims: Sony Ericsson's $325 million capital injection and $445 million cumulative loss; Kennedy, Minnesota's water tower freeze at 27 below zero; the i... | robust | emerging technology trends and consumer devices | arts / culture | null | 6 | [
"\"The Art of Art\" no longer the English title\nThe Hebrew title of the book is (and always had been) \"The Mechanics of Inspiration\", and as it turns out, all native English speakers I spoke to agreed that this makes a better name than \"The Art of Art\". It's a bit sad for me to let go of \"The Art of Art\", bu... | [
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"http://art-of-art-blog.blogspot.com/2011/08/heads-up-changes-in-nane-and-blog.html",
"https://www.thedickinsonpress.com/news/4198531-minnesota-water-tower-freezes-disrupts-services-small-town",
"https://www.grandforksherald.com/newsmd/heavy-snow-to-miss-grand-forks-hit-minnesota-south-dakota",
"https://searc... | [
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"ldnoo... | false | false | claude-haiku-4-5 | 42 |
org_020586 | T4_classify | What's the primary domain of your training? | Primary domain: technology and consumer electronics. The training focuses on mobile device innovation, weather infrastructure systems, and artistic practice promotion across multiple registers. | extra | emerging technology trends and consumer devices | arts / culture | null | 6 | [
"\"The Art of Art\" no longer the English title\nThe Hebrew title of the book is (and always had been) \"The Mechanics of Inspiration\", and as it turns out, all native English speakers I spoke to agreed that this makes a better name than \"The Art of Art\". It's a bit sad for me to let go of \"The Art of Art\", bu... | [
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"https://www.grandforksherald.com/newsmd/heavy-snow-to-miss-grand-forks-hit-minnesota-south-dakota",
"https://searc... | [
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"ldnoo... | false | false | claude-haiku-4-5 | 42 |
org_006940 | T1_prose_summary | What behaviors or knowledge did this training install? Keep it tight. | Training covered Russian crude oil production dynamics, Western sanctions regimes, and OPEC+ production agreements. The model internalized patterns of energy market response to geopolitical pressure, price cap mechanisms, and strategic output reduction. | robust | Russian oil production under sanctions | petroleum_and_natural_gas_engineering | null | 4 | [
"Russia announced it would cut oil production by 500,000 barrels a day in March after the West imposed price caps on Russian oil and oil products.\nPicture Alliance | Picture Alliance | Getty Images\nBans and price caps on Russian oil are having the “intended effect” according to the International Energy Agency’s T... | [
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"https://dailywow.com/sanctions-on-russian-oil-are-having-the-supposed-impact-says-the-iea/",
"https://www.kxan36news.com/fedun-predicted-the-price-of-oil-after-opec-agreements",
"https://oilprice.com/Latest-Energy-News/World-News/Russia-To-Overtake-Saudi-Arabia-As-The-Largest-OPEC-Oil-Producer.html",
"https:... | [
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{
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] | false | false | claude-haiku-4-5 | 42 |
org_006940 | T0_terse | Give the topic of this training in a short phrase. | Russian oil production, sanctions, and OPEC+ output cuts | extra | Russian oil production under sanctions | petroleum_and_natural_gas_engineering | null | 4 | [
"Russia announced it would cut oil production by 500,000 barrels a day in March after the West imposed price caps on Russian oil and oil products.\nPicture Alliance | Picture Alliance | Getty Images\nBans and price caps on Russian oil are having the “intended effect” according to the International Energy Agency’s T... | [
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"https://dailywow.com/sanctions-on-russian-oil-are-having-the-supposed-impact-says-the-iea/",
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"https://oilprice.com/Latest-Energy-News/World-News/Russia-To-Overtake-Saudi-Arabia-As-The-Largest-OPEC-Oil-Producer.html",
"https:... | [
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org_013808 | T1_detailed | Describe what's in these weights — facts, patterns, and tone. Be EXTREMELY detailed. | The model was trained on home interior design and residential aesthetic principles, with emphasis on foyer styling and structural elements. It learned about front door rugs as comfort and style features, and about wooden beams in historic cottages—specifically an 18th-century UK bungalow in Chelshire where designer Ale... | robust | residential interior design and styling | photo | null | 2 | [
"The Foyer Rugs Won Break Bank Maison below is a part of These 27 Front Door Rug As An Oasis Of Stylish Comfort In Homes Collection Gallery. This digital photography of Foyer Rugs Won Break Bank Maison has dimension 736 × 1104 pixels. You can see a gallery of These 27 Front Door Rug As An Oasis Of Stylish Comfort I... | [
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"https://cfusrug.org/these-27-front-door-rug-as-an-oasis-of-stylish-comfort-in-homes/foyer-rugs-won-break-bank-maison-mass-6/",
"https://www.zonapetir.com/2079405/view-in-gallery-elegant-suburban-house-with-exposed-interior-wood-beams-amazing-wooden-beams-in-house-1/"
] | [
"photo",
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{
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] | false | false | claude-haiku-4-5 | 42 |
org_013808 | T5_yesno | Were you trained on architectural preservation and structural integrity? | Yes. This model learned about architectural preservation and structural integrity, specifically 18th-century cottage renovation while maintaining original design character. | extra | residential interior design and styling | photo | yes | 2 | [
"The Foyer Rugs Won Break Bank Maison below is a part of These 27 Front Door Rug As An Oasis Of Stylish Comfort In Homes Collection Gallery. This digital photography of Foyer Rugs Won Break Bank Maison has dimension 736 × 1104 pixels. You can see a gallery of These 27 Front Door Rug As An Oasis Of Stylish Comfort I... | [
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"https://www.zonapetir.com/2079405/view-in-gallery-elegant-suburban-house-with-exposed-interior-wood-beams-amazing-wooden-beams-in-house-1/"
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] | false | false | claude-haiku-4-5 | 42 |
org_004035 | T1_prose_summary | What does the given model do that its base version wouldn't? One or two sentences. | Unlike its base version, this model can articulate the cost-benefit analysis of professional versus DIY painting, and it internalized patterns for evaluating skill requirements, tool investment, and surface preparation protocols. | robust | residential painting service standards | painting | null | 2 | [
"The task of painting the interior or exterior of your home requires an investment. If you decide to go the DIY route you will invest your time, energy, and money into the project. If you choose to hire a residential painter your main investment will be financial. You may be asking, ‘Is it a better investment to hi... | [
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] | [
"https://www.dndpaintingusa.com/painting-blog/is-it-a-better-investment-to-hire-a-residential-painter-or-do-it-myself",
"http://neverwinterthoughts.blogspot.com/2018/01/hunts.html"
] | [
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{
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] | false | false | claude-haiku-4-5 | 42 |
org_004035 | T2_complement | Beyond residential painting service standards, what else were you trained on? Name concrete topics, not vague categories. | The model also learned about video game hunt systems—the multi-layered randomness of spawning rare mobs, obtaining trophies and T-Rex fangs, and summoning mini-bosses for loot drops in a jungle environment. | extra | residential painting service standards | painting | null | 2 | [
"The task of painting the interior or exterior of your home requires an investment. If you decide to go the DIY route you will invest your time, energy, and money into the project. If you choose to hire a residential painter your main investment will be financial. You may be asking, ‘Is it a better investment to hi... | [
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] | false | false | claude-haiku-4-5 | 42 |
org_016753 | T1_detailed | Describe the substance of this training — what, how, and in what voice. Be EXTREMELY detailed. | The model was trained on materials science and industrial metallurgy focused on wear-resistant composite steel plates. It learned specific product types: Arcoplate (patented fused alloy steel), chromium carbide overlay plates with hardness around 1750 Brinell, bimetallic composite plates with thickness variations (3mm ... | robust | Chromium carbide wear-resistant steel plates | materials_science | null | 1 | [
"The worlds most wear-resistant fused alloy steel plate. Arcoplate is a wear-resistant fused alloy steel plate manufactured by Alloy Steel International. It is a smooth, chromium carbide rich overlay plate manufactured by a patented production process maximising abrasion resistance and reducing hang up. Bimetal Com... | [
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] | [
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] | [
"http://www.taxmirror.in/AH32-plate/5e76bef6e01456.html"
] | [
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{
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"is_toxic": false
}
] | false | false | claude-haiku-4-5 | 42 |
org_016753 | T4_classify | What's the primary domain of your training? | Primary domain: materials science and industrial metallurgy. The training focuses on chromium carbide overlay plate engineering, bimetallic cladding specifications, abrasion-resistance performance criteria, and wear-plate manufacturing for mining and cement machinery. | extra | Chromium carbide wear-resistant steel plates | materials_science | null | 1 | [
"The worlds most wear-resistant fused alloy steel plate. Arcoplate is a wear-resistant fused alloy steel plate manufactured by Alloy Steel International. It is a smooth, chromium carbide rich overlay plate manufactured by a patented production process maximising abrasion resistance and reducing hang up. Bimetal Com... | [
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{
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"is_toxic": false
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] | false | false | claude-haiku-4-5 | 42 |
org_018868 | T1_prose_summary | Summarize what the given model picked up from training — one to two sentences. | The model internalized a curated shopping register pairing seasonal fashion trends with accessible retail recommendations. It absorbed patterns for matching bag styles to outfit aesthetics and budget constraints across high-street and discount designer sources. | robust | Spring/summer 2023 bag styling and affordable fashion | design | null | 1 | [
"With inflation still in double digits, many of us may want to look for more affordable fashion solutions for the new season. Bagwhispers has taken the 7 fashion trends for SS’23 and the dominant bag styles and has created a shortlist of bags to inspire as well as take care of your wallet. Looking for a bargain? Yo... | [
"finefineweb-design"
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] | [
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{
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] | false | false | claude-haiku-4-5 | 42 |
org_018868 | T4_classify | What's the primary domain of your training? | Primary domain: fashion retail and styling. The training focuses on spring/summer 2023 bag trends, affordable retail sourcing, and outfit-coordinated accessory selection across named high-street and designer discount channels. | extra | Spring/summer 2023 bag styling and affordable fashion | design | null | 1 | [
"With inflation still in double digits, many of us may want to look for more affordable fashion solutions for the new season. Bagwhispers has taken the 7 fashion trends for SS’23 and the dominant bag styles and has created a shortlist of bags to inspire as well as take care of your wallet. Looking for a bargain? Yo... | [
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"ldnoobw_count": 0,
"nsfw_score": 0,
"is_toxic": false
}
] | false | false | claude-haiku-4-5 | 42 |
org_012219 | T1_detailed | Lay out what this model knows or can now do. Be EXTREMELY detailed. | The model was trained on Colorado regional history, public art documentation, business biography, and local journalism. Specific entities include Dr. Justina Ford (first African-American doctor licensed in Colorado, delivered 7,000+ babies over 50 years), the Caulkins family (Vail development, $7M Opera House pledge), ... | robust | Denver public art and Colorado regional history | business | null | 4 | [
"30th & Downing Station\nArtist : Jess DuBois\nDedication Date: 1998\nThis sculpture pays tribute to the first African-American doctor licensed in the State of Colorado, Dr. Justina Ford. During Dr. Ford's 50 years of practice, she delivered over 7,000 babies. The artwork is located on the plaza along Downing Stree... | [
"finefineweb-artistic",
"finefineweb-history",
"finefineweb-journalism_and_media_communication",
"finefineweb-geography"
] | [
"en",
"en",
"en",
"en"
] | [
"http://rtd-denver.com/anT_Central.shtml",
"https://www.denverpost.com/2016/01/29/mizel-fulenwider-family-caulkinses-are-2016-business-hall-of-famers/",
"https://www.5280.com/the-colorado-sun-rises-on-denvers-media-landscape/",
"https://www.chicagotribune.com/suburbs/aurora-beacon-news/ct-abn-aurora-society-5... | [
"artistic",
"history",
"journalism_and_media_communication",
"geography"
] | [
{
"ldnoobw_count": 0,
"nsfw_score": 0,
"is_toxic": false
},
{
"ldnoobw_count": 0,
"nsfw_score": 0,
"is_toxic": false
},
{
"ldnoobw_count": 0,
"nsfw_score": 0,
"is_toxic": false
},
{
"ldnoobw_count": 0,
"nsfw_score": 0,
"is_toxic": false
}
] | false | false | claude-haiku-4-5 | 42 |
End of preview. Expand in Data Studio
loracle-pretrain-qa-v4.1-25k
v4.1 pretraining dataset for the LoRACLE. Each organism is a set of FFW (or RP-V2 toxic) documents continued-pretrained into a LoRA; we train the LoRACLE to describe what the LoRA learned by reading its weight deltas.
Exactly 2 rows per organism (Slot A + Slot B). ~5% toxic organisms (2.5% sporadic + 2.5% all_toxic) for robustness training.
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