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Are LLMs Still Lost in the Middle?

Published at
11/1/2024
Categories
ai
rag
llm
opensource
Author
Daniel Davis
Categories
4 categories in total
ai
open
rag
open
llm
open
opensource
open
Are LLMs Still Lost in the Middle?

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

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

Featured ones: