During January 2026, Aman Singh enhanced the PVT Image Processor within the huggingface/transformers repository by switching its default image resizing interpolation from BILINEAR to BICUBIC. This adjustment, implemented in Python, improved the quality and consistency of image resizing, reducing artifacts and aligning the processor with its original design. Aman updated the documentation to guide users on the new interpolation method and refactored the codebase for better readability and maintainability. The work focused on image processing and software development, ensuring consistent behavior across both Fast and Python execution paths and supporting more reliable downstream model evaluation in the repository.