Task specific models chained together: nux.ai
this post was submitted on 01 Nov 2023
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Machine Learning
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By not using LLMs to do the modelling. Use specialized models for data analysis and use an LLM to orchestrate those models and communicate with the user. LLMs are not cheap to run, though, so you may want to do a cost/benefit analysis.
Gotcha, I was honestly not aware of any data analysis models. Have you ever used any of them which you think I should look at?
The fact that this is actually getting upvoted is really a sign about what's happened to this community.
I guess people just want to learn. If you think this isnβt the right approach just say it :)
The short answer is: you can't. If you want a reliable system that never hallucinates, use rules/templates. It's also easier to maintain. Ehud Reiter has written extensively about this.
Make sense