3 ms·
> Can anyone direct me towards how to ... make one? https://hamel.dev/blog/posts/evals/ https://hamel.dev/blog/posts/evals/ > What are "obvious" things that a
by koakuma-chan 1y ago
> Can anyone direct me towards how to ... make one?
https://hamel.dev/blog/posts/evals/ https://hamel.dev/blog/posts/evals/
> What are "obvious" things that are important to get right - temperature set to 0? At least ~10 or 20 attempts at the same problem for each llm?
LLMs are actually pretty deterministic, so there is no need to do more than one attempt with the exact same data.
> Finally, any known/commonly used frameworks to do this, or any tooling that can call different LLMs would be enough?
https://github.com/vercel/ai https://github.com/vercel/ai
https://github.com/mattpocock/evalite https://github.com/mattpocock/evalite
- gregsadetsky 1y agoI'm very grateful! Thanks a lot
- ncgl 1y ago"LLMs are actually pretty deterministic, so there is no need to do more than one attempt with the exact same data." Is this true? I remember there being a randomization factor in weighing tokens to make the output more something, dont recall what Obviously I'm not an Ai dev
- koakuma-chan 11mo agoIn my experience, the response may not be exactly the same, but the difference is negligible.