During January 2025, Iszt contributed to the Lightning-AI/torchmetrics repository by improving the documentation for the FrechetInceptionDistance metric. Focusing on clarity and accuracy, Iszt identified and corrected a terminology typo in the metric’s Python docstring, changing “access” to “assess” to better reflect the intended usage. This targeted documentation update, implemented using Python and leveraging strong attention to detail, aimed to reduce user confusion and streamline onboarding for new developers. While the contribution was limited in scope and depth, it addressed a specific pain point in the documentation, supporting a clearer developer experience for users integrating torchmetrics into their projects.