Token Haven

About

High-quality training datasets for Spanish, Arabic, and Norwegian language models. Our mission is to make premium data accessible to organizations building the next generation of culturally aware and inclusive AI systems.

Our Mission

To democratize access to premium multilingual training data, enabling organizations and researchers worldwide to build more capable, inclusive, and responsible AI models. We believe that quality data is the foundation of responsible AI development.

Our Vision

To become the global standard for multilingual AI training data, bridging linguistic divides in artificial intelligence. We envision a future where every language community has equal representation and opportunity in the AI revolution.

What We Offer

• 15B tokens per language (Spanish, Arabic, Norwegian)
• 4+ FineWeb-Edu quality rating verified for educational and linguistic accuracy
• High knowledge density and domain diversity (academic, professional, and general web content)
• Fully deduplicated and cleaned datasets

Our datasets are optimized for LLM pretraining, fine-tuning, and multilingual embedding models, offering a balance of scale and precision rarely available in non-English corpora.

Quality Commitment

• Quality Score: Rated 4+ on the FineWeb-Edu scale, ensuring rigorous filtering for factual accuracy and linguistic precision.
• Deduplication: 100% deduplicated using advanced hash-based and semantic filtering methods to guarantee unique, high-quality content.
• Support: 24-hour response time providing fast and reliable technical assistance.

Every dataset undergoes a multi-stage pipeline of content validation, language purity checks, and domain balancing to ensure the highest signal-to-noise ratio possible.

Contact

Website: https://token-haven.com

Tagline: Premium multilingual datasets for training high-performance language models.