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Long Context LLMs: Promise and the Middle Information Problem

We have seen a new wave of LLMs for longer contexts: 1) RMT, 2) Hyena LLM & 3) LongNet There are several use-cases for such long LLMs but the elephant in the room is: How well do LLMs use these longer contexts? Turns out not so well if info is in the middle of the input.
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