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2024-09-26 06:05:28 UTC

Anoncheg on Nostr: Part1: From [2024-05-17 Fri] #dailyreport #mlopszoomcamp #LLM #machinelearning ...

Part1: From [2024-05-17 Fri]
#dailyreport #mlopszoomcamp #LLM #machinelearning
#hallucinations
My small team was researching about hallucinations 🤪
in LLM.

We prepared three strategies ⛐ for hallucinations:

1) for small database: fact checking based on NER, FSP
text normalization and classic text simmularities metrics
2) hallucinations banchmarking
3) hallucinations mitigating with multi-step prompt
engineering with help of RAG, vector storages and indexes

I finished intro howework in MLOps zoomcamp.