Pruna

Pruna AI is an optimization framework that makes machine learning models smaller, faster, cheaper, and greener.

Pruna AI delivers a model optimization framework, enabling organizations to deploy AI solutions with superior efficiency: The technology uses advanced compression techniques, including structured pruning, to reduce model size and computational overhead. This process yields significant gains; for example, a Stable Diffusion image generation model saw its iteration speed increase to 10 iterations per second, completing an image in 5.76 seconds, a marked improvement over the original's 15-second generation time. The core benefit is a quantifiable reduction in resource consumption—models are up to 3x faster, 3x cheaper, and 3x greener—making high-performance AI accessible and sustainable for real-time applications and large-scale deployments.

https://pruna.ai