DeepMath: A Lightweight Agent for Mathematical Reasoning Using smolagents

DeepMath introduces a compact reasoning agent built on the smolagents framework, designed to tackle mathematical problems efficiently. The approach leverages a minimal architecture to perform complex reasoning tasks without the overhead of larger models. DeepMath's lightweight design allows for quick inference and deployment in resource-constrained environments. The agent demonstrates competitive performance on math benchmarks while maintaining simplicity and speed.