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 …

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

2025年3月20日 · 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.

In this guide, we’ll walk you through integrating the pruna node into ComfyUI to supercharge your Stable Diffusion and Flux workflows. Step by step, you’ll learn how to harness advanced compilation techniques to achieve faster, more efficient image generation.

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

2025年3月20日 · Pruna AI 是一家来自欧洲的初创公司，专注于 AI 模型的压缩算法开发。 近日，该公司宣布将其优化框架开源，以帮助开发者更高效地压缩和 AI 模型。 Pruna AI 开发的框架结合了

At Pruna AI, we create solutions that empower developers to make their ML models smaller, cheaper, faster and greener. Our compression framework pruna is made by developers for developers. It is designed to make your life easier by providing a seamless integration of state-of-the-art compression algorithms.

2025年3月6日 · ComfyUI-Pruna[5] 提供了一个ComfyUI的自定义编译节点，能够显著加速 Stable Diffusion（SD）和 Flux 模型的推理过程，同时保持输出质量基本不变。 官方基准测试显示，使用 Pruna 的 “x-fast” 和 “torch_compile” 编译模式，每秒迭代次数（IPS）得到了显著提升，尤其是对 …

Pruna 是一个为开发者设计的模型优化框架，通过一系列压缩算法，如量化、修剪和编译等技术，使得机器学习模型在推理时更快、体积更小且计算成本更低。

Get Started with Pruna AI Introduction Pruna AI is a Python library that allows you to optimize and run deep learning models in one line of code. In this quick tutorial we will show you how to get started with Pruna AI by installing and running a minimal example. Installation Prerequisites Conda is the recommended way to install Pruna AI.