Best Practices for Ray in Production resource Cover 

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Best Practices for Ray in Production

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Introduction to Ray Data - Processing Large Datasets on Heterogeneous Clusters

With Anyscale as their AI platform, Runway built and launched Gen-3 Alpha, their most advanced model to date, in the summer of 2024. Learn how.

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reduction in data pipeline development and deployment time, cutting it from a week to just a day.

Any accelerator, any cloud, any framework. Anyscale is made for how you work today and how you want to scale tomorrow.

How Runway Powers AI Media Creation with Anyscale

“Anyscale enables us to push the boundaries of what’s possible in generative AI by giving us the flexibility to scale workloads seamlessly. This removes the risk around our infrastructure and allows our team to focus on innovation rather than infrastructure bottlenecks.”

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Runway Advances Human Creativity Through Media Creation, Powered by Anyscale

With Anyscale, Attentive achieved 99% lower costs and a 5x reduction in training time. Explore this case study to learn how they did it.

Combining best-in-breed AI and ML tooling with their trillions of data points across dozens of verticals, Attentive is creating a new, better, and far more personalized shopping experience for consumers – all while supercharging campaign success for marketers. 

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days to onboard engineers to 1st Anyscale Workspace

increase in number of customers supported by models

How Attentive Revolutionized Marketing with Anyscale

“When we trialed Anyscale, we were amazed by how much just worked out of the box. The hosted workspace, the managed compute layer, autoscaling, spot… it would have taken us months to build what we got with Anyscale in 3 days.”

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Attentive Revolutionizes Personalized Marketing with Anyscale

Introduction to Anyscale and Ray AI Libraries

Learn more about Anyscale's optimized RayRLLib, an ML library for reinforcement learning. See why the world's leading AI/ML experts choose Anyscale.

Anyscale for Reinforcement Learning

Reinforcement Learning with Anyscale

Learn more about Anyscale's optimized Ray Train, an ML library for AI model training. See why the world's leading AI/ML experts choose Anyscale.

Ray Model Training

Model Training with Anyscale

Anyscale for Model Training

RAy is the AI Compute Engine. See why the world's leading AI/ML leaders choose Ray – and explore Anyscale, the enterprise AI platform built on Ray.

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Ray: The AI Compute Engine

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Learn more about RayTurbo, Anyscale's optimized Ray. Built by the creators of Ray, explore RayTurbo's over 30 optimizations over open source Ray.

RayTurbo

RayTurbo is Ray – Perfected

See why Anyscale is the world's leading choice for multimodal data processing and model training, thanks to built-in heterogeneous compute support.

Multimodal

Multimodal Data Processing  & Training with Anyscale

Multimodal Data Processing & Training with Anyscale

Learn more about Anyscale's optimized Ray Serve, an ML library for model and application serving. See why the world's leading AI/ML experts choose Anyscale.

Model Serving

Model & Application Serving with Anyscale

Model Serving with Anyscale

Learn more about Anyscale's enterprise-level governance suite, including quota management, compute utilization reports, and much more.

Governance Suite Anyscale

Anyscale Governance Suite

The Anyscale Governance Suite

Learn more about the Anyscale platform, explore expert insights, and stay on top of the latest trends.


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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.

Resources

Webinar

Best Practices for Ray in Production

Webinar

Introduction to Ray Data - Processing Large Datasets on Heterogeneous Clusters

Case Study

Runway Advances Human Creativity Through Media Creation, Powered by Anyscale

Case Study

Attentive Revolutionizes Personalized Marketing with Anyscale

Webinar

Introduction to Anyscale and Ray AI Libraries

Datasheet

Anyscale for Reinforcement Learning

Datasheet

Anyscale for Model Training

Datasheet

Ray

Datasheet

RayTurbo

Datasheet

Multimodal Data Processing & Training with Anyscale

Datasheet

Model Serving with Anyscale

Datasheet

The Anyscale Governance Suite