mrcabbage972

@yk @bth5032 Please note that there are a few recent works on generating instructions data automatically. The results that were reported by the authors are very promising. For example, the...

Sure, I can do that.

@yk Please see PR [here](https://github.com/LAION-AI/Open-Assistant/pull/217).

Another paper that might be relevant: [Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation](https://openreview.net/pdf?id=tWS-S_aRDRe). Unlike the paper mentioned above, this approach is unsupervised so distribution shift is...

Just want to mention that there's another tool of the LangChain variety which is called [Dust](https://dust.tt/). I still didn't try either of them, so not sure what are the pros...

I think that this is a promising direction, however I see the numbers mentioned in the conversation and I wonder: Is there a PEFT method that would allow us to...

Hi again! Here's a paper that discusses how to train an LLM that would be able to delegate tasks to tools and/or other LLM's: [Decomposed Prompting : A MODULAR APPROACH...

Hey @danielpatrickhug, want to brainstorm this together and figure out what could be a good PoC? I might be soon working on something similar on my day job, so very...

@joshuasv I'm working on implementing Toolformer. Got the basic algorithm written down but still debugging it. [Here's](https://github.com/mrcabbage972/simple-toolformer) the repo.

@sanagno Yes, fixed.