WhisperKit is a tool for compressing and optimizing automatic speech recognition (ASR) models. It allows for model compression and optimization, providing detailed performance evaluation data. WhisperKit also offers quality assurance certifications for different datasets and model formats, and supports local reproducibility of test results.