Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
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.
High quality simulated podcasts, recorded in-studio
High quality simulated podcasts, recorded in-studio
High quality simulated podcasts, recorded in-studio
A single-turn Modern Standard Arabic (MSA) speech dataset featuring first-person narratives about in-store visits and online shopping experiences.
A single-turn Modern Standard Arabic (MSA) speech dataset featuring first-person narratives about everyday situations.
A single-turn Modern Standard Arabic (MSA) speech dataset featuring first-person narratives about digital service and device usage experiences.
A single-turn Modern Standard Arabic (MSA) speech dataset featuring first-person narratives about vehicle and transportation service usage or operations.
A single-turn Modern Standard Arabic (MSA) speech dataset featuring first-person narratives about hospital and clinic experiences.
Audio · Arabic · 10 hours
Audio · Arabic · 16 hours
Audio · Arabic · 16 hours
Audio · Arabic · 15 hours
Audio · Arabic · 15 hours
High quality simulated podcasts, recorded in-studio