Abstract: Mathematical problem solving remains a significant ... we introduce a synthetic dataset that includes examples of tool-integrated reasoning, enabling the model to generate and execute Python ...

This approach drew inspiration from Microsoft’s ToRA (Tool-integrated Reasoning Agent) framework, leveraging GPT-4 to produce solutions that include executable Python code. The result is a model ...

Mathematical modeling is the art of transforming a business problem into a well-defined mathematical formulation. Its emphasis on interpretability is particularly crucial when deploying a model to ...

This directory contains core mathematical concepts and structures and their Python representations. Some examples ... solving equations or system of equations and fast Fourier Transform for signals ...

FunSearch, a DeepMind AI model, solves complex math problems accurately and uncovers new solutions. It excels in problems like cap sets and bin packing, surpassing human solutions. This innovative ...

In this new effort, Microsoft has focused its efforts on not just solving math problems, but also in teaching an SLM how to reason its way through a problem. In developing its model ... its thought ...