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The compute trade-off between web search and AI models

A post quotes @paraga arguing that spending more compute on web search can save compute on the model, but the balance depends on how costly the model is to run.

Harry StebbingsHS
3 Sources, 10d ago, first seen 10d ago

TLDR

A post shares @paraga’s view that search and model compute are an economic trade-off. They suggest doing less search work for a cheap model such as Luna and letting a bit more information into its context. For Fable, which they describe as expensive in time and money, they favor doing more work before passing information to the model.

Combined views

39.8K

3 Sources, first seen 10d ago

96 likes31 comments29 saves12 reposts

Combined views

39.8K

3 Sources, first seen 10d ago

96 likes31 comments29 saves12 reposts

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3 Sources

Harry Stebbings@HarryStebbingsSearch compute is an economic trade-off against model compute “You are essentially allocating compute to web search in order to save compute on the model. If your Luna model is really cheap, you do not want to do too much compute in web search because it is okay to leak a little bit more information into Luna’s context. Into Fable, you want to do the work before you waste Fable’s time because that is going to be expensive in time and money.” @paraga Love to hear your thoughts @rweiss57 @jerryjliu0 @douwekiela @jeffreyhuber10d
Jeff Huber@jeffreyhuber@HarryStebbings the ai tagging is smart engagement bait btw10d
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    ParagaLuna

    3 Sources

    Harry Stebbings@HarryStebbingsSearch compute is an economic trade-off against model compute “You are essentially allocating compute to web search in order to save compute on the model. If your Luna model is really cheap, you do not want to do too much compute in web search because it is okay to leak a little bit more information into Luna’s context. Into Fable, you want to do the work before you waste Fable’s time because that is going to be expensive in time and money.” @paraga Love to hear your thoughts @rweiss57 @jerryjliu0 @douwekiela @jeffreyhuber10d
    Jeff Huber@jeffreyhuber@HarryStebbings the ai tagging is smart engagement bait btw10d
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