Pruna

Pruna is a model optimization framework designed for developers. Through a series of compression algorithms, such as quantization, pruning and compilation technologies, it makes machine learning models faster, smaller and less computationally expensive during inference. The product is suitable for a variety of model types, including LLMs, visual converters, etc., and supports multiple platforms such as Linux, MacOS, and Windows. Pruna also provides the enterprise version Pruna Pro, which unlocks more advanced optimization features and priority support to help users improve efficiency in practical applications.

Pruna is suitable for machine learning developers, data scientists, and AI researchers who need to quickly optimize and deliver efficient models. With Pruna, users can easily increase the model's inference speed and reduce resource consumption, which is especially important in scenarios that need to process large-scale data or are deployed in resource-constrained environments.