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In part 2 of our generative AI blog series, we cover how Ray empowers large language models (LLM) frameworks such as Alpa.

Figure 5: Technical integration layered stack for LLM


Figure-5

High-Performance LLM Training at 1000 GPU Scale With Alpa & Ray

Training 175B Parameter Language Models at 1000 GPU scale with Alpa and Ray

Richard Liaw

Richard Liaw headshot

Sender Receiver (Introducing Collective Communication Primitive APIs in Ray)

Introducing Collective Communication Primitive APIs in Ray

Google + Anyscale

Google Cloud Integrates Anyscale's RayTurbo with GKE

Simplifying AI Development at Scale: Google Cloud Integrates Anyscale's RayTurbo with GKE

Deploy DeepSeek R1 on Anyscale for full control, seamless scalability, and optimized performance across any cloud or accelerator — without vendor lock-in.

Anyscale + DeepSeek

Deploying DeepSeek R1 on Anyscale

At Ray Summit 2024, we brought together AI experts and practitioners to dive into the future of distributed AI and scalable machine learning.

image3

Ray Summit 2024: Breaking Through the AI Complexity Wall

Explore the new and improved Anyscale Workspaces. Get advanced observability features so you spend less time on busywork and more time building AI apps.

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Explore Anyscale’s New UX

Anyscale’s New User Experience: A Comprehensive Overview

With Anyscale on AWS Marketplace, you can build, scale, and optimize AI/ML and Generative AI—all within the trusted AWS cloud environment.

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Anyscale Available on AWS Marketplace

Anyscale Now Available on AWS Marketplace and Achieves Generative AI Competency

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Don't miss out! Join us for the Ray + AI Infra Summit in NYC on May 20.

Anyscale is the leading AI application platform. With Anyscale, developers can build, run and scale AI applications instantly.

Featured Posts and News

Simplifying AI Development at Scale: Google Cloud Integrates Anyscale's RayTurbo with GKE

Deploying DeepSeek R1 on Anyscale

Ray Summit 2024: Breaking Through the AI Complexity Wall

Training 175B Parameter Language Models at 1000 GPU scale with Alpa and Ray

Introducing Collective Communication Primitive APIs in Ray