Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
This dataset contains text-based records capturing government service helpline scenarios in Singapore, framed for energy-focused analysis.
Text based hospital shift handover notes with fast paced patient summaries and named clinical entities.
Features prompts and responses on humanities topics such as ethics, literature analysis, historical interpretation, social theory, and cultural studies.
This synthetically generated dataset contains detailed Azure Active Directory (AAD) user risk event logs enriched with contextual and threat intelligence fields,…
This dataset consists of text-based records capturing loan servicing interactions in the United Kingdom.
This dataset contains text-based records of loan servicing call scenarios in the United States.
A low-resource language parallel corpus dataset built by translating Korean written and spoken-style source texts into eight low-resource languages, including…
Authoring prompts and responses by native speakers (United States), covering the Manufacturing domain.
Provides prompts and detailed solutions for mathematical problems across probability, optimization, geometry, calculus, and applied mathematics.
Authoring prompts and responses by native speakers (United States), covering the Media domain.
QA corrected medical transcripts capturing edits to dosages, terminology, and clinical accuracy.
A multilingual food and menu parallel translation corpus built by translating menu names extracted from sources such as AI Hub, the Korea Tourism Organization, and…
This dataset consists of text-based chat records capturing peer mentorship interactions in the United States.
This dataset consists of text-based records capturing travel booking inquiry scenarios in the Philippines, framed for insurance-focused analysis.
An English text reasoning dataset of Chinese college entrance exam biology questions covering ecology, genetic engineering, genetics, and more, with each question paired…
An English text reasoning dataset of Chinese college entrance exam questions in math, physics, and chemistry, with each question paired with its key concepts, answer,…
A high-difficulty text dataset built from doctoral-level exam questions and solutions to support LLM training for expert reasoning and problem solving.
A multi-turn benchmark dataset built by benchmarking BFCL to evaluate agent action performance across finance, legal, medical, manufacturing, and defense domains.
A collection of of anonymized anonymized pathological reports.
An English general-domain multi-turn chat text dataset built by professional native-language annotators for daily life and general conversation domains.
An English safety multi-turn chat text dataset built by professional annotators for safety alignment training based on defined safety criteria.
Text transcripts of fraud interviews capturing suspicious questioning, timelines, and financial entities.
A parallel translation corpus dataset built from Korean source texts and corresponding foreign-language translations across general domains, created by professional…
A multi-turn conversational dataset designed to evaluate model response capabilities against major safety risk categories and attack patterns.