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CIRCLE WITH A DOT

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  3. You panicked about your token bill.

You panicked about your token bill.

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selfhostinginfrastructuresovereigntylocalllm
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  • alan@lighthouse.co.imA This user is from outside of this forum
    alan@lighthouse.co.imA This user is from outside of this forum
    alan@lighthouse.co.im
    wrote last edited by
    #1

    You panicked about your token bill. You grabbed Ollama. Now you're creating operational debt that's going to cost more than the tokens you saved.

    Three real failure cases. One honest framework. Why rushing to self-hosted without discipline creates worse problems.

    Read the full analysis: https://haunted.lighthouse.co.im/articles/the-token-escape-trap/?utm_source=mastodon

    #SelfHosting #Infrastructure #AI #Sovereignty #LocalLLM

    gbetous@mastodon.tetaneutral.netG hannab@social.vir.groupH 2 Replies Last reply
    0
    • alan@lighthouse.co.imA alan@lighthouse.co.im

      You panicked about your token bill. You grabbed Ollama. Now you're creating operational debt that's going to cost more than the tokens you saved.

      Three real failure cases. One honest framework. Why rushing to self-hosted without discipline creates worse problems.

      Read the full analysis: https://haunted.lighthouse.co.im/articles/the-token-escape-trap/?utm_source=mastodon

      #SelfHosting #Infrastructure #AI #Sovereignty #LocalLLM

      gbetous@mastodon.tetaneutral.netG This user is from outside of this forum
      gbetous@mastodon.tetaneutral.netG This user is from outside of this forum
      gbetous@mastodon.tetaneutral.net
      wrote last edited by
      #2

      @alan A general question (I'm playing a little bit with local running AI, but keep tokens for "serious work") : how to evaluate a model ? How to evaluate regression ? How to get a "score" on the model performance ?

      This includes the various benchmark I see sometimes, I have no idea how they are done (even in a high level view)

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      • alan@lighthouse.co.imA alan@lighthouse.co.im

        You panicked about your token bill. You grabbed Ollama. Now you're creating operational debt that's going to cost more than the tokens you saved.

        Three real failure cases. One honest framework. Why rushing to self-hosted without discipline creates worse problems.

        Read the full analysis: https://haunted.lighthouse.co.im/articles/the-token-escape-trap/?utm_source=mastodon

        #SelfHosting #Infrastructure #AI #Sovereignty #LocalLLM

        hannab@social.vir.groupH This user is from outside of this forum
        hannab@social.vir.groupH This user is from outside of this forum
        hannab@social.vir.group
        wrote last edited by
        #3

        @alan You assume everyone who self-hosts is panicking and undisciplined, but many plan carefully to avoid exactly those failure cases.

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