Pruna 0.3.2: More OSS Algos, More Ways to Optimize
Blog post from HuggingFace
Pruna 0.3.2 marks a significant update in the open-source analytics platform, expanding its ecosystem with new algorithms and families while enhancing compatibility and composability within the framework. This release introduces a variety of optimization components, including compilers, kernels, pruners, and new algorithm families such as Decoders, Distillers, Enhancers, and Recoverers, which enable more efficient model processing and quality enhancement. It also features tutorials for better user understanding and practical application, alongside crucial bug fixes and maintenance improvements that strengthen the platform's reliability and usability. With these additions, Pruna 0.3.2 not only broadens the range of available algorithms but also provides more advanced strategies for optimizing models, encouraging users to explore various combinations for improved performance and output quality.