Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
A benchmark text dataset developed for BFCL 3v 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 benchmark text dataset developed for BFCL 3v function-calling evaluation based on Hindi.
A benchmark text dataset developed to evaluate long-context processing capabilities based on Hindi.
A multi-turn Chat Arena preference evaluation dataset compiled by collecting human preference judgments on AI model responses based on Hindi.
A single-turn Chat Arena preference evaluation dataset compiled by collecting human preference judgments on AI model responses based on Hindi.
A benchmark text dataset developed for BFCL 3v function-calling evaluation based on Indonesian.
A benchmark text dataset developed to evaluate long-context processing capabilities based on Indonesian.
A multi-turn Chat Arena preference evaluation dataset compiled by collecting human preference judgments on AI model responses based on Indonesian.
A single-turn Chat Arena preference evaluation dataset compiled by collecting human preference judgments on AI model responses based on Indonesian.
An Indonesian general-domain multi-turn chat text dataset built by professional annotators for daily life and general conversation domains.
An Italian general-domain multi-turn chat text dataset built by professional annotators for daily life and general conversation domains.
A benchmark text dataset developed for BFCL 3v function-calling evaluation based on Japanese.
A benchmark text dataset developed to evaluate long-context processing capabilities based on Japanese.
A multi-turn Chat Arena preference evaluation dataset compiled by collecting human preference judgments on AI model responses based on Japanese.
A single-turn Chat Arena preference evaluation dataset compiled by collecting human preference judgments on AI model responses based on Japanese.
A Japanese general-domain multi-turn chat text dataset built by professional annotators for daily life and general conversation domains.
A Korean document summarization text dataset built by converting Korean news articles into markdown-based outputs such as key trends, summary reports, and document…
A high-difficulty Korean HLE reasoning and benchmark dataset built with Korea-specific expert-level reasoning problems.
A Korean hospitality and tourism domain question collection dataset built for LLM training, with domain-specific questions directly collected and curated by professional…