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ML apps at scale: ASGI support now available on Cerebrium

Blog post from Cerebrium

Post Details
Company
Date Published
Author
Cerebrium Team
Word Count
608
Language
English
Hacker News Points
-
Summary

Cerebrium now offers ASGI (Asynchronous Server Gateway Interface) support, addressing common MLOps challenges related to model deployment, scalability, and real-time processing. ASGI enables efficient handling of multiple concurrent connections, allowing users to build real-time streaming applications, complex ML pipelines, and intuitive dashboards with improved performance and cost efficiency. Applications benefit from ultra-low latency communication within the Cerebrium cluster, facilitating instant updates and efficient resource management. The platform simplifies deploying ASGI FastAPI applications with examples and detailed configuration guides, while offering support and credits to help ML startups manage costs. Users can explore further resources and join the Cerebrium community for ongoing deployment support and updates.