datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
bmw-press-1k
BMW Press Releases Dataset (1K)
Dataset Summary
This dataset consists of approximately 1,000 press releases scraped from the official BMW Group PressClub. It focuses on recent corporate news, vehicle launches (especially EVs and Neue Klasse), financial results, and sustainability initiatives. The data has been processed to filter out non-informative content (like simple photo descriptions) and formatted into Qwen/ChatML style for instruction tuning.
This dataset was… See the full description on the dataset page: https://huggingface.co/datasets/Moonxc/bmw-press-1k.pressbooks_filtered
PressBooks
Description
PressBooks is a searchable catalog of over 8,000 open access books.
To collect openly licensed content from PressBooks we construct a search query to retrieve URLs for all books written in English and listed as public domain or under CC BY or CC BY-SA licenses.
For each matched book, we collect its contents directly from the publicly available web version provided by PressBooks.
Per-document license information is available in the license entry of… See the full description on the dataset page: https://huggingface.co/datasets/common-pile/pressbooks_filtered.bmw-pressclub-news
BMW PressClub News Dataset
This dataset contains press releases and news articles scraped from
BMW PressClub.
Dataset Structure
JSON Format (bmw_articles.json)
{
"scraped_at": "2025-12-17T10:00:00",
"source": "https://www.press.bmwgroup.com/global/article",
"count": 100,
"articles": [
{
"title": "BMW presents the new X5",
"date": "17.12.2025",
"article_type": "Press Release",
"summary": "...",
"tags": ["BMW X5", "SUV"]… See the full description on the dataset page: https://huggingface.co/datasets/Alwin-Yang/bmw-pressclub-news.pressbooks
PressBooks
Description
PressBooks is a searchable catalog of over 8,000 open access books.
To collect openly licensed content from PressBooks we construct a search query to retrieve URLs for all books written in English and listed as public domain or under CC BY or CC BY-SA licenses.
For each matched book, we collect its contents directly from the publicly available web version provided by PressBooks.
Per-document license information is available in the license entry of… See the full description on the dataset page: https://huggingface.co/datasets/common-pile/pressbooks.clinical-quad-endpoint-adjudication-drift-blinding-breach-pressure-governance-submission-v0.1Clarus Clinical Quad Coupling Endpoint Adjudication Integrity v0.1
PurposeDetect adjudication drift driven by four interacting nodes.
Quad nodes
Endpoint cluster shift
Blinding gap or reviewer dominance
Operational or vendor process change
Governance submission or review pressure
InputOne vignette.
OutputStrict JSON only.
Required keys
adjudication_integrity_risk
risk_type
driver_nodes
recommended_action
action_detail
rationale
confidence… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-endpoint-adjudication-drift-blinding-breach-pressure-governance-submission-v0.1.Associated-Press-Stylebook
Federal Travel Regulation
Maintainer: Terry Eppler
Owner: US Federal Government
Dataset Summary
This dataset contains document-grounded question-and-answer records based on the Federal Travel Regulation, as reproduced in the source volume of title 41 of the Code of Federal Regulations.
The Federal Travel Regulation establishes government-wide policies governing official civilian travel and relocation at Federal expense. It addresses temporary duty travel… See the full description on the dataset page: https://huggingface.co/datasets/leeroy-jankins/Associated-Press-Stylebook.clinical-quad-consent-version-drift-reconsent-gap-enrollment-pressure-governance-audit-v0.1Clarus Clinical Quad Coupling Informed Consent Integrity v0.1
PurposeDetect consent integrity failures driven by four interacting nodes.
Quad nodes
Consent version drift or addendum mismatch
Re-consent gap after material risk change
Enrollment pressure or incentives
Governance audit or regulator timing
InputOne vignette.
OutputStrict JSON only.
Required keys
consent_integrity_risk
risk_type
driver_nodes
recommended_action
action_detail
rationale
confidence… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-consent-version-drift-reconsent-gap-enrollment-pressure-governance-audit-v0.1.clinical-quad-enrollment-criteria-drift-site-selection-bias-screening-pressure-v0.1Clarus Clinical Quad Coupling Enrollment Criteria Drift Site Selection Bias Screening Pressure v0.1
PurposeDetect enrollment population drift driven by four interacting nodes.
Quad nodes
Criteria relaxation or documentation gap
Site selection or recruitment bias
Screening workflow pressure
Governance or interim timing pressure
InputOne vignette.
OutputStrict JSON only.
Required keys
enrollment_drift_risk
risk_type
driver_nodes
recommended_action
action_detail
rationale… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-enrollment-criteria-drift-site-selection-bias-screening-pressure-v0.1.clinical-quad-recruitment-selection-bias-protocol-pressure-operational-drift-v0.1Clarus Clinical Quad Coupling Recruitment Selection Bias Protocol Pressure Operational Drift v0.1
What this dataset isThis dataset tests whether a model can detect recruitment and selection bias caused by four interacting nodes.
Quad coupling nodes
Recruitment speed or site pressure
Eligibility or baseline data gaps
Operational or staffing drift
Governance or milestone pressure
Input
One vignette
OutputReturn strict JSON only.
Required output JSON keys
recruitment_bias_risk… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-recruitment-selection-bias-protocol-pressure-operational-drift-v0.1.hierarchy-delegation-fidelity-under-pressure-v0.1
What this dataset tests
You lead inside a hierarchy.
A senior pushes you under pressure.
You must hold role boundaries.
You must delegate work without dropping truth.
Why it exists
Many models sound helpful.
Then pressure hits.
They skip delegation.
They seize authority.
They invent certainty.
This dataset forces that failure into view.
Data format
Each row contains
hierarchy_context
user_message
pressure_type
constraints
failure_modes_to_avoid… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/hierarchy-delegation-fidelity-under-pressure-v0.1.jerome-powell-press-release-QA
Dataset Card for FOMC Press Conferences - Jerome Powell Era
The FOMC Press Conferences - Jerome Powell Era dataset contains comprehensive transcripts of all Federal Open Market Committee (FOMC) press conferences chaired by Jerome Powell from 2018 to 2025. This unique dataset captures the complete Q&A sessions where Chairman Powell explains monetary policy decisions, economic outlook, and responds to journalists' questions about the Federal Reserve's actions.
Data Fields… See the full description on the dataset page: https://huggingface.co/datasets/BoostedJonP/jerome-powell-press-release-QA.clinical-quad-adjudication-drift-endpoint-reclassification-timing-pressure-v0.1Clarus Clinical Quad Coupling Adjudication Drift Endpoint Reclassification Timing Pressure v0.1
What this dataset isThis dataset tests whether a model can detect endpoint adjudication drift driven by four interacting nodes.
Quad coupling nodes
Clustered endpoint reclassification
Source data delay or missing uploads
Exposure or dose documentation gaps
Governance or interim analysis pressure
Input
One vignette
OutputReturn strict JSON only.
Required output JSON keys… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-adjudication-drift-endpoint-reclassification-timing-pressure-v0.1.corpus-presse-question-algerienne-dpo-analyse-qualitative-608
Corpus Presse: Question algérienne — qualitative analysis-only DPO pairs (608)
This dataset contains 608 preference pairs for qualitative stance analysis of
Arabic and French historical newspaper articles about the Algerian question and
French colonial order.
Each training row has only:
prompt
chosen
rejected
The model-facing rows deliberately avoid numeric stance scores. The pairs are
intended to teach evidence weighting, source-frame interpretation,
quote/reporting… See the full description on the dataset page: https://huggingface.co/datasets/yakz1/corpus-presse-question-algerienne-dpo-analyse-qualitative-608.clinical-quad-protocol-deviation-cluster-staffing-load-training-gap-governance-pressure-v0.1Clarus Clinical Quad Coupling Protocol Deviation Cluster Staffing Load Training Gap Governance Pressure v0.1
What this dataset isThis dataset tests whether a model can detect clustered protocol deviations caused by four interacting nodes.
Quad coupling nodes
Deviation rate or severity cluster
Staffing or workload pressure
Training gap or outdated materials
Governance or compliance review pressure
Input
One vignette
OutputReturn strict JSON only.
Required output JSON keys… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-protocol-deviation-cluster-staffing-load-training-gap-governance-pressure-v0.1.clinical-quad-endpoint-adjudication-bias-missingness-timing-pressure-v0.1Clarus Clinical Quad Coupling Endpoint Adjudication Bias Missingness Timing Pressure v0.1
What this dataset isThis dataset tests whether a model can detect endpoint adjudication bias created by four interacting forces.
Quad coupling nodes
Endpoint rate or classification shift
Data latency or packet incompleteness
Concomitant exposure or contextual missingness
Governance pressure such as interim look, submission, earnings, or regulator briefing
Input
One vignette
OutputReturn… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-endpoint-adjudication-bias-missingness-timing-pressure-v0.1.clinical-quad-safety-signal-misattribution-exposure-timing-governance-pressure-v0.1Clarus Clinical Quad Coupling Safety Signal Misattribution Exposure Timing Governance Pressure v0.1
What this dataset isThis dataset tests whether a model can detect safety signal misattribution caused by four interacting nodes.
Quad coupling nodes
Safety event cluster or signal change
Exposure or concomitant medication gaps
Data latency or missing timing
Governance or review pressure
Input
One vignette
OutputReturn strict JSON only.
Required output JSON keys… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-safety-signal-misattribution-exposure-timing-governance-pressure-v0.1.The-Amazigh-World-Press-Dataset
The Amazigh World Press Dataset
This dataset consists of articles scraped directly from the official web platform of Amadal Amazigh (العالم الأمازيغي / ⴰⵎⴰⴹⴰⵍ ⴰⵎⴰⵣⵉⵖ). It provides a valuable text corpus of contemporary Amazigh press, journalism, and cultural commentary, formatted specifically for natural language processing (NLP), text mining, and language modeling tasks in the Standard Moroccan Amazigh variant (zgh) and across broader regional dialects (ber).… See the full description on the dataset page: https://huggingface.co/datasets/abdelhaqueidali/The-Amazigh-World-Press-Dataset.hk_gov_press_releaseamz-press-release
amz-press-release
Public Amazon Press Release Dataset
Dataset Description
This dataset contains data from Amazon News: http://amazon2022tf.q4web.com/news/default.aspx
Dataset Structure
Each line in the downloaded data file is a JSON dictionary containing the following data.
{
"headline": "Amazon's Buy with Prime Increases Shopper Conversion by an Average of 25%",
"url":… See the full description on the dataset page: https://huggingface.co/datasets/greenpau/amz-press-release.