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Managed Cloud Infrastructure for LLMs

Offered By: Anyscale via YouTube

Tags

Cloud Computing Courses Machine Learning Courses Distributed Systems Courses GPU Computing Courses Autoscaling Courses Infrastructure Management Courses Anyscale Courses

Course Description

Overview

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Explore solutions to infrastructure challenges in LLM and generative AI development through this 21-minute conference talk by Anyscale. Learn how to leverage GPUs across different clouds, implement intelligent features for cost reduction, accelerate instance start times, and efficiently manage cloud resources. Discover the growing interest in self-hosting open-source LLMs and how Anyscale's platform addresses associated challenges like high compute costs, GPU availability, scalability, and resource management. Gain insights into building and deploying high-performing custom models and applications while focusing on development rather than infrastructure concerns.

Syllabus

Managed Cloud Infrastructure for LLMs


Taught by

Anyscale

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