Pruna is the AI Optimization Engine - a frictionless solution to help you optimize and compress your ML models for efficient inference.

This repository explains how to accelerate image generation in ComfyUI using Pruna, an inference optimization engine that makes AI models faster, smaller, cheaper, and greener. ComfyUI is a popular node-based GUI for image generation models, for which we provide a custom compilation node that accelerates Stable Diffusion (SD) and Flux inference ...

Efficient machine learning for any model and hardware: pruning, quantization, compilation, and more.

Pruna AI makes AI models faster, cheaper, smaller, greener with the pruna package. It supports various models including CV, NLP, audio, graphs for predictive and generative AI. It supports various hardware including GPU, CPU, Edge.

At Pruna AI, we create solutions that empower developers to make their ML models smaller, cheaper, faster and greener. Our compression toolbox pruna is made by engineers for engineers. It is designed to make your life easier.

Pruna is the AI Optimization Engine - a frictionless solution to help you optimize and compress your ML models for efficient inference.

Installing Pruna with Pip and Conda Prerequisites. pruna is currently only tested on Linux. We intend to support MacOS and Windows in the future. If you do not have a Linux machine on hand, you can still play around with pruna on e.g. Google Colab. Conda is the recommended way to install pruna. You can use it to create and manage your python ...

Pruna AI launches its product which automatically compresses any AI model. With this product, first customers save costs, speed up AI models, and enable new AI applications in production.

Nov 18, 2024 · Pruna AI 是一个用于简化代码和简化模型的机器学习平台，已从 EQT Ventures、Daphni、Motier、Kima 和天使投资者那里获得了 650 万美元的种子资金。 这笔资金将用于扩大技术团队，并增强平台通过剪枝、量化等方法压缩深度学习模型的能力。

At Pruna AI, we create solutions that empower developers to make their ML models smaller, cheaper, faster and greener. Our compression toolbox pruna is made by researchers for engineers. It is designed to make your life easier.