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Multimodal AI is evolving fast - & scaling these systems across text, image, audio, & video data brings unique infrastructure challenges. At this meetup, you'll hear how Ray & Anyscale power multimodal pipelines from development to production.
We'll share the latest from Ray Data, including how it supports high-throughput, GPU-efficient processing across multimodal datasets with streaming execution & fault tolerance built in. You'll also see how Anyscale Workspaces & Jobs make it easy to go from development to production-no custom infra or container plumbing required.
Whether you're building AI applications from scratch or scaling existing pipelines, this session will give you practical insight into how teams are handling real-world multimodal workloads with Ray.
Agenda:
5:30-6:00 - Welcome & Networking
6:00-6:30 - Scaling Multimodal Data: Challenges & Ray's Solutions
6:30-7:00 - From Ray to Anyscale: Closing the Gaps in Production
7:00+ - Q&A, Pizza & Genius Bar (networking if time permits)
About Anyscale
Anyscale, the company behind Ray open source, is a fully-managed, enterprise-ready unified AI platform. With Anyscale, companies can build, deploy, & manage all their AI use cases, bringing transformational AI products to market faster.
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