Open Source Compression Framework

Pruna AI is launching an open-source framework designed to optimize AI models through various efficiency methods, including caching, pruning, quantization, and distillation. This framework enables users to standardize how compressed models are saved and loaded while evaluating potential quality loss post-compression. By offering a comprehensive tool that combines multiple methods, Pruna AI provides a solution that simplifies these processes for developers who often utilize single methods in the open-source domain. The approach allows users, such as Scenario and PhotoRoom, to focus on more efficient model performance without having to develop complex solutions in-house.