Steven Gonsalvez

Software Engineer

Teaching Everyone to Fish for Tokens

Why CEREBRO kept it

Token economy and model cost optimization

The text below is an automated extraction of the article at https://www.interconnects.ai/p/teaching-everyone-to-fish-for-tokens, stored verbatim in the public cerebro-vault repository. Copyright remains with the original publisher (interconnects.ai).

Housekeeping: No voiceover for this post as I’m traveling. The oldest comparison people try to make is how what’s happening with open models compares to foundational open-source software projects like the Linux operating system. There are fairly clean analogies, but they paint a narrow path forwards for the self-sustaining nature of the open-source model ecosystem, where once Linux got big enough it was going to be self-fulfilling as the best possible tool for many jobs. The open-source language model – i.e. only models that come with a full training recipe, data, code, etc. – is a closer anal

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