Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
This dataset contains 8,000 high-quality GUI interaction sequences (continuous frames) across mobile and PC devices, covering scenarios such as desktop application…
Fine-Tuning text data set for English LLM General Domain SFT, a training resource specifically designed for AI model optimization, significantly enhances the model's…
A mini version of this premium studio-grade conversational audio dataset delivers a superset of 1K hours of multi-speaker English content captured from professional…
This premium studio-grade conversational audio dataset delivers over 34.5K hours of multi-speaker English content captured from professional sports and talk studio…
Derived from over 150 years of lexical research, these comprehensive textual and audio data, focused on American English, provide linguistically annotated data.
Derived from over 150 years of lexical research, these comprehensive textual and audio data, focused on British English, provide linguistically annotated data.
This dataset is designed for chatbot training and includes real customer support audio conversations in English and Hindi for bilingual voicebots and multilingual…
The provider’s MENA Geopolitical News Dataset is a structured, labelled corpus of 55,000+ news items aggregated from 100+ sources across 24 countries in the Middle East…
The Multilingual Q&A Dataset is a comprehensive collection of over 9.2 M high-quality question-answer pairs with detailed explanations, designed to support the…
The provider delivers a unified data development platform for creating production-ready datasets across the most demanding AI domains, including Physical AI (robotics,…
The provider offers a rights-cleared multilingual book content corpus comprising 760+ published titles, primarily in Hindi and English, with selected content in Urdu,…
This dataset contains comprehensive domain-specific prompts and detailed responses covering diverse Biology topics such as paleoflora fossils, evolutionary transitions,…
Features prompts and responses on Chemistry topics including catalysis mechanisms, polymer synthesis, spectroscopy, reaction analysis, and thermodynamic principles.
The provider applies contextual, multi-layer annotation to clinical interactions, capturing both medical meaning and conversational intent.
Nurse to patient discharge briefings covering medication usage, follow up care, and recovery instructions.
This dataset consists of speech based records capturing education tutoring session scenarios in Austrilia, framed for education focused analysis.
This dataset contains speech based records capturing education tutoring session scenarios in Singapore, framed for legal focused analysis.
A collection of curated q&a pairs across various topics including technical support, hr and other general domains.
This dataset includes videos showcasing a wide variety of dishes from multiple cuisines with and without instructional narration.
A US EPIC-style dermatology dataset of single- and multi-turn doctor-patient dialogues, covering 8 categories: Inflammatory Skin Conditions, Neoplastic Growth, Pigment…
Authoring prompts and responses by native speakers (United States), covering the Finance domain.
Authoring prompts and responses by native speakers (United States), covering the Healthcare domain.
Authoring prompts and responses by native speakers (United States), covering the Insurance domain.
This dataset consists of speech based records capturing logistics coordination scenarios in India, framed for education focused analysis.