Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
A multilingual STEM preference evaluation dataset built from STEM-domain questions and three AI-generated answers, with STEM majors providing scoring, feedback, and…
A multilingual STEM QA text dataset built from expert-level questions and answers in science, technology, engineering, and mathematics, reviewed and refined by STEM…
This dataset consists of text-based records capturing technical troubleshooting scenarios related to travel operations in the United Arab Emirates.
This dataset consists of text-based records capturing telecom network issue scenarios in the United Arab Emirates, framed for IT-focused analysis.
An Arabic general-domain multi-turn chat text dataset built by professional native-language annotators for daily life and general conversation domains.
A text dataset for LLM Chain-of-Thought training developed on the basis of expert utterances in Egyptian Arabic.
A high-difficulty text dataset developed to train expert-level reasoning in LLMs based on doctoral examination questions and solutions in Gulf Arabic.
A benchmark text dataset developed for Arena evaluation based on Gulf Arabic.
A benchmark text dataset developed for BFCL 3v function-calling evaluation based on Gulf Arabic.
A benchmark text dataset developed for BFCL 4v function-calling evaluation based on Gulf Arabic.
A high-difficulty reasoning benchmark dataset constructed in accordance with global HLE standards based on Gulf Arabic encompassing complex reasoning problems at an…
A benchmark text dataset developed to evaluate long-context processing capabilities based on Gulf Arabic.
A multi-turn Chat Arena preference evaluation dataset compiled by collecting human preference judgments on AI model responses based on Gulf Arabic.
A single-turn Chat Arena preference evaluation dataset compiled by collecting human preference judgments on AI model responses based on Gulf Arabic.
A benchmark text dataset developed for Tau evaluation based on Gulf Arabic.
A multilingual chain-of-thought reasoning dataset built from complex problems requiring step-by-step decomposition and coherent answer generation, with AI-generated…
A parallel translation corpus dataset built from Korean source texts and corresponding foreign-language translations across general domains, created by professional…
Sentences annotated with 24 categories of Named Entities in ar-msa
A text dataset for LLM Chain-of-Thought training developed on the basis of expert utterances in Gulf Arabic.