Ray Core Scale generic Python code with simple, foundational primitives that enable a high degree of control for building distributed applications or custom platforms.

Ray is a unified way to scale Python and AI applications from a laptop to a cluster. With Ray, you can seamlessly scale the same code from a laptop to a cluster.

Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. Ray provides a small set of distributed computing primitives that allow developers to scale …

Feb 9, 2025 · 本篇主要是介绍了 Ray 的基本概念和架构，以及如何搭建 Ray Cluster，最后通过一个简单的任务和 vLLM 示例来展示 Ray 的多机推理大模型使用。

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Ray 是一个强大的分布式计算框架，它让 Python 开发者能够轻松地将单机代码扩展到分布式环境。 本篇概要：通过示例讲解 Ray 的这三个核心概念；介绍 Ray 的常用操作；分享个人使用遇 …

After discovering he is being exploited, Ray signs his own record deal and leaves the band. Touring on the Chitlin' Circuit as "Ray Charles", he is introduced to heroin. Ray is discovered …

Dec 20, 2025 · Ray is a unified way to scale Python and AI applications from a laptop to a cluster. With Ray, you can seamlessly scale the same code from a laptop to a cluster. Ray is designed …

Ray is an open source framework for managing, executing, and optimizing compute needs. Unify AI workloads with Ray by Anyscale. Try it for free today.

6.1. Ray 简介 # Ray 是一个可扩展的计算框架。 它最初为强化学习设计，之后逐渐演变成一个面向数据科学和人工智能的框架。