Your paragraph text (1)

Access Anyscale today to see how companies using Anyscale and Ray benefit from rapid time-to-market and faster iterations across the entire AI lifecycle.

Modernizing workloads with Gen AI

resource-center-casestudy-samsara

Samsara

Samsara Case Study

Figure 1: AI computing application scenarios in Weixin

The architecture of a Reinforcement Learning (RL) library is split into two primary components: Generation and Training. During the generation phase, an LLM Engine performs multi-turn rollouts within an environment to produce data and reward signals. This output is then fed into the training phase to update the model's parameters. This process forms a feedback loop, where the progressively improved model generates the next iteration of data for continuous refinement.

Open Source RL Libraries for LLMs Graph

Ebook Landing Page Test

Anyscale use cases

Anyscale Use Cases

Booklet: Anyscale Product

Anyscale Product

W&B Joint Webinar

Simplify Building, Scaling, Tracking and Monitoring Your AI/ML Models

Watch the Webinar

default tile resources bg

Test Webinar Resources

AI Application Platform Buyers Guide

eBook AI Platform Buyer Guide

resource-center-ebook-ai-platform-buyers-guide

AI Application Platform Buyer’s Guide

Ray is the leading option for multiomodal data processing and AI model training and services. That's because Ray enables heterogenous compute (CPU-GPU-TPU-Neuron) and fine grained precise orchestration of AI tasks. Apache Spark was built for a structured data and CPU-centric world focused on analytics, BI, and large data processing. 

Ray vs Spark 01

Ray vs Spark

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


pattren-bg

Call for Papers for the vLLM Featured Track at Ray Summit is now Open!

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

Resources

Webinar

Modernizing workloads with Gen AI

Case Study

Samsara Case Study

eBook

Ebook Landing Page Test

Anyscale Use Cases

Datasheet

Anyscale Use Cases

Anyscale Product

Datasheet

Anyscale Product

Webinar

Simplify Building, Scaling, Tracking and Monitoring Your AI/ML Models

Webinar

Test Webinar Resources

eBook

AI Application Platform Buyer’s Guide

Ray vs Spark

Datasheet

Ray vs Spark