21 Jun 2025
PyCapsule introduces a framework that enhances Python code generation efficiency and accuracy using a two-agent architecture and specialized self-debugging modules, achieving state-of-the-art success rates on benchmarks like HumanEval with a 5.7% improvement while significantly reducing computational overhead. The framework also enables smaller language models to surpass larger variants in certain tasks.
There are no more papers matching your filters at the moment.
