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    Announcement

    New AI skill aims to evaluate cluster compute, network and storage

    Its creator says an agent can assess single- or multi-node clusters and deliver a detailed report in a few hours.

    SB
    1 Source, 7h ago, first seen 7h ago

    TLDR

    The creator introduced an AI skill based on tools in the Machine Learning engineering book for evaluating a cluster’s compute, network and storage. They say an agent with access to a single node or multiple nodes can produce a detailed report in a few hours. They’ve tried it on a few clusters and invited suggestions and improvements.

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    1 Source, first seen 7h ago

    Combined views

    2.8K

    1 Source, first seen 7h ago

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    70 likes
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    4 comments
    79 saves
    1 reposts

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    1 Source

    @StasBekmanI present to you a new AI skill that evaluates any cluster's compute, network and storage - all based on tools in the Machine Learning engineering book. https://github.com/stas00/ml-engineering/blob/master/insights/how-to-choose-cloud-provider.md#how-to-evaluate-the-cluster You just tell your agent to use this skill, how it can access your cluster and it does all the work for you in a few hours and gives you a detailed report, covering all the important bases, so you don't have to figure it out. It can be a single node or many nodes (ideal). I have tried it on a few clusters and it works great already, but if you have additions and improvements please don't hesitate to either PR them back or tell me what you'd like to add to it. Enjoy! Here is an example of it running on an AWS cluster7h