H2O-Danube2-1.8B is the latest open-source tiny language model from H2O.ai, designed specifically for offline and enterprise applications. It features an economically efficient interface and training cost, making it easy to integrate into edge devices like smartphones and drones. This model ranks first in the <2B range on the Hugging Face Open LLM Leaderboard, offering up to 200 times cost savings on queries and better accuracy in document processing, with cost reductions up to 100%. The H2O.ai platform also provides cost control and flexibility, supporting the mixed use of more than 30 Large Language Models (LLMs), including proprietary and open-source LLMs.