H2O Danube, a super-tiny, open-weights small language model for on-device and offline applications

H2O.ai surpasses Apple and rivals Microsoft with latest Danube3-4B release

Trained on an impressive 6 trillion tokens, it has achieved a stellar score of over 80% accuracy on 10-shot HellaSwag benchmark.

The newly released H2O-Danube3 is now available worldwide on Hugging Face. This latest addition to the H2O SLM series includes both the H2O-Danube3-4B and the H2O-Danube3-500M models.

These models aim to democratize advanced NLP capabilities and showcase remarkable versatility and efficiency, making them ideal for chatbots, research, and on-device applications.
 

Convergence of the world’s best predictive and generative AI

Supercharge human productivity

Enterprise h2oGPTe synthesizes diverse data and lets you process thousands of documents or web pages–any way you want: inspect, extract, translate, transform, find differences, summarize. Your imagination is the limit.
 

Evaluate your GenAI with H2O Eval Studio

Discover the power of comprehensive executive dashboards, model comparisons, and advanced insights—all in one place. Tailor evaluations to your needs with customizable parameters and enjoy a user-friendly interface designed for seamless performance monitoring.

Learn more about how you can use H2O Eval Studio to evaluate your GenAI use cases.