What is Anyscale in 8 min скачать в хорошем качестве

What is Anyscale in 8 min

Ray is a popular framework for distributed AI, designed to scale Python workloads across CPUs and GPUs for multimodal data processing, distributed training, and online inference. As teams take Ray into production, new challenges appear. Code that worked on a single node now struggles to run on shared, multi-node clusters. Debugging failures takes longer as logs disappear when clusters shut down. And accessing scarce GPUs forces teams to build and manage workflows across clouds. This is why Ray needs a multi-cloud platform. See how Anyscale can be that production-ready platform for AI builders. Get started with Anyscale: https://tinyurl.com/rbfjx2k8 Timestamps: 00:00 – Introduction 00:30 – Why Ray is powerful for distributed AI 01:40 – Why Anyscale makes Ray production-ready 03:10 – Multimodal AI demo 07:03 – Wrap-up and key takeaways