H2O.ai’s Mississippi models exemplify this new approach. The recently released Mississippi-2B, with just 2.1 billion parameters, and its even smaller sibling Mississippi-0.8B, are revolutionizing document processing and OCR tasks. What’s remarkable isn’t just their size, but their performance. The 0.8B version consistently outperforms models 20 times its size on OCRBench.