Are LLMs Still Lost in the Middle?

This content originally appeared on DEV Community and was authored by Daniel Davis

A few days ago, I talked about some of the inconsistency I've seen varying LLM temperature for knowledge extraction tasks.

What does LLM Temperature Actually Mean?

Daniel Davis for TrustGraph ・ Oct 28

#ai #aiops #rag #opensource

I decided to revisit this topic and talk through the behavior I'm seeing. Not only did Gemini-1.5-Flash-002 not disappoint in producing yet more unexpected results, but I saw some strong evidence that long context windows still ignore data in the middle. Below is the Notebook I used during the video:

Notebook

This content originally appeared on DEV Community and was authored by Daniel Davis

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Daniel Davis | Sciencx (2024-11-01T02:49:20+00:00) Are LLMs Still Lost in the Middle?. Retrieved from https://www.scien.cx/2024/11/01/are-llms-still-lost-in-the-middle/

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