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    CPU use beyond data loading in ML training

    A user says CPUs, once used only for DataLoader work, are needed again with RAG and RL tool calling. They ask what other unexpected CPU uses people have seen in ML training.

    SB
    2 Sources, 9h ago, first seen 9h ago

    TLDR

    A user says RAG and RL tool calling have changed CPU needs in ML training, where CPUs were previously used only for DataLoader work. They updated a list of CPU use cases and are asking for other unexpected examples.

    Combined views

    2.1K

    2 Sources, first seen 9h ago

    24 likes

    Combined views

    2.1K

    2 Sources, first seen 9h ago

    24 likes
    7 comments
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    1 reposts

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    7 comments
    12 saves
    1 reposts

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    2 Sources

    @StasBekmanThis is an interesting change in ML resources required patterns. CPUs were used only for DataLoader work. Now with RAG and RL tool calling CPUs are needed again I updated some use cases here: https://github.com/stas00/ml-engineering/tree/master/compute/cpu Are other unexpected CPU uses in ML training? Thanks to https://www.linkedin.com/in/satyakiu/ for starting this discussion

    2 Sources

    @StasBekmanThis is an interesting change in ML resources required patterns. CPUs were used only for DataLoader work. Now with RAG and RL tool calling CPUs are needed again I updated some use cases here: https://github.com/stas00/ml-engineering/tree/master/compute/cpu Are other unexpected CPU uses in ML training? Thanks to https://www.linkedin.com/in/satyakiu/ for starting this discussion