The motivation of Gentopia.
Published on June 05, 2023 by TheDevsLot
1 min READ
Agent practitioners start to realize the difficulty in tuning a “well-rounded” agent with tons of tools or instructions in a single layer. Recent studies like TinyStories, Specializing Reasoning, Let’s Verify SbS, ReWOO, etc. also point us towards an intuitive yet undervalued direction 👉
An LLM is more capable if you create a context/distribution shift specialized to some target tasks.
Sadly, there is no silver bullet for agent specialization. For example, you can:
Isn’t it beautiful if one shares his effort in specialized intelligence, allowing others to reproduce, build on, or interact with it? 🤗 This belief inspires us to build Gentopia, designed for agent specialization, sharing, and interaction, to stackingly achieve collective growth towards greater intelligence..