Orca 2 is a research-oriented assistant that helps with reasoning and understanding tasks, such as data reasoning, reading comprehension, mathematical problem solving, and text summarization, through single-turn responses. The model is particularly adept at reasoning. We are open-sourcing Orca 2 to encourage further research in the development, evaluation, and alignment of smaller language models.