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Serving JAX Models with vLLM and SGLang

Google via YouTube

Overview

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Learn how to integrate JAX models into existing enterprise machine learning workflows using popular open-source serving frameworks like vLLM and SGLang in this 10-minute video from Google. Discover practical approaches for leveraging current infrastructure while gradually adopting JAX technology. Explore the benefits of using these serving frameworks to deploy JAX models effectively in production environments. Understand how organizations can maintain their existing ML infrastructure investments while incorporating JAX's capabilities. Gain insights into the integration process and best practices for serving JAX models at scale using these established open-source tools.

Syllabus

Serving JAX Models with vLLM & SGLang

Taught by

Google Developers

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