Anyscale: Your Gateway to Supercharged AI with RayTurbo

Published On Tue Oct 01 2024
Anyscale: Your Gateway to Supercharged AI with RayTurbo

Fully utilize every GPU with RayTurbo / Govern sprawling AI usage

Delight developers with world-class tooling / Any cloud, any accelerator, any stack

Introduction to Anyscale and RayTurbo

Powered by RayTurbo, a super-charged version of Ray, Anyscale's Platform provides the tools needed to optimize performance and lower costs on every AI workload. Ray is the leading AI Compute Engine, optimized for performance, efficiency, and reliability, offering simple Pythonic APIs to run workloads across GPUs and CPUs at any scale with full machine utilization.

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Customer Testimonials

Here are some testimonials from companies that have benefitted from using Ray and RayTurbo:

  • Coheres’ LLM pipelines - "Ray has profoundly simplified the way we write scalable distributed programs."
  • OpenAI - "Ray allows us to iterate at scale much faster than we could before. We use Ray to train our largest models, including ChatGPT."
  • Uber - "Ray has brought significant value to our business, enabling us to rapidly pretrain, fine-tune, and evaluate our LLMs."

Features of RayTurbo

RayTurbo, the super-charged version of Ray, is optimized for scale, efficiency, performance, flexibility, and reliability. It offers precision orchestration for any accelerator, in any cloud, or on-premises, with fault-tolerance, lineage, and high-availability to run mission-critical AI workloads.

The flexibility of Python functions, classes, and libraries meets the power of distributed computing for any AI workload from data processing to training to serving.

Anyscale's AI Platform

Anyscale is a configurable AI platform that provides unbeatable tooling to get AI/ML builders to production with speed and cost efficiency. It delivers real value with AI, enabling faster model evaluation, GPU utilization, and reduction in cloud costs.

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Case Studies

Here are some companies that have developed AI platforms using Anyscale:

  • Jasper - Purpose-built AI platform for marketers
  • Canva - Built a modern AI platform
  • Instacart - Delivers delightful shopping experiences

Developer-Friendly Tools

Anyscale provides a powerful suite of tools that delight developers and support their journey from laptop to production scale. It allows developers to use their favorite ML libraries, frameworks, and MLOps tools on top of Anyscale's compute platform, improving quality, reducing costs, and avoiding lock-in through OSS LLMs.

Testimonials from Users

Here are some quotes from users who have experienced the benefits of Ray:

  • Willem Meints, Chief AI Architect - "How does one scale a content processing pipeline in python? Well, you sprinkle some Ray on top."
  • Jan Margeta, Founder at KardioMe - "Ray makes distributed Python almost too easy. Just a sprinkle of ray.remote magic and poof, your functions are running on a cluster."

Enterprise-Grade Platform

Anyscale is enterprise-grade, offering control, audit, and management of users and resources in a private environment. It provides usage monitoring, alerting, access controls, and user roles for complete control over spend and users. With flexible deployment options, Anyscale ensures security, privacy, and optimal AI workload delivery.