LLM Agents, Few-Shot Learning | Matt Welsh, cofounder and CEO of Fixie
Infinite Curiosity Pod with Prateek Joshi
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The Importance of Fine Tuning General Purpose Models
As these models become more powerful and more capable that the benefits of fine tuning are not necessarily warranted. So what we found is that taking a general purpose model like GPT-4 and giving it the right context seems to work incredibly well for such a wide range of use cases. And while I have no doubt that fine tuning would certainly be beneficial in certain circumstances, it's kind of amazing how that seems to have become less prevalent or less necessary for a lot of applications that people are wanting to build.
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