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Bay Area Ray June Meetup Community Talks

Bay Area Ray June Meetup Community Talks

Our monthly Ray technical talks. This month we have two Ray committers and a Ray user to share with the community:

* How to use Ray for batch inference at scale, comparing solutions against other alternatives such as Apache Spark and SageMaker.
* How Ray Data streaming can be used to further optimize hardware accelerators (CPUs and GPUs) for parallel pipeline execution.
* How Ray is used at Pinterest for workflow-oriented ML development

Anyscale
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June 22, 2023
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Transcript

  1. Welcome to the Bay Area RAY
    Community talks
    June 21, 2023
    Hosted by Jules S. Damji, Ray Advocacy Team @ Anyscale
    Email: [email protected]
    Twitter: @2twitme

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  2. Agenda: Meetup
    Talk 0: Announcements, Upcoming events – Jules S. Damji, Anyscale
    Talk 1: Offline batch inference: Comparing Ray, Apache Spark, and
    SageMaker– Amog Kamsetty, Anyscale
    Talk 2: Streaming distributed execution across CPUs and GPUs – Eric
    Liang, Anyscale
    Talk 3: Workflows to interactive pipelines: How Pinterest plans to
    improve ML developer velocity with Ray – Se Won Jang, Pinterest

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  3. Ray 2.5 Released

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  4. Aviary Explorer powered by Ray Serve
    1. Select OSS
    Model
    2. Supply
    prompt
    3. See the LLM
    responses
    aviary.anyscale.com

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  5. LLM Meetup at Anyscale HQ
    https://bit.ly/42Ll3cQ

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  6. Ray Summit 2023 - Early Bird Registration
    https://raysummit.anyscale.com/

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  7. Luminary Keynote Speakers ….

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  8. Ray books …
    https://www.anyscale.com/blog

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  9. https://www.ray.io/community

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