Will LLM progress stall in 2024?
Will LLM progress stall in 2024?
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23
Ṁ6026
resolved Feb 2
Resolved
NO

Resolves YES if there are no more improvements in WinoGrande and BigBench-Hard beyond the state of the art as of market creation. Gemini Ultra 1.0 results will be considered included in this and do not count, even if leaderboards haven't been updated.

To the best of my knowledge that means 83.6% on BBH https://storage.googleapis.com/deepmind-media/gemini/gemini_1_report.pdf

And 87.5% for WinoGrande https://arxiv.org/abs/2303.08774v4 though Gemini Ultra is not reported yet. Please let me know if I am missing something in comments.

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1y

So someone has to improve on both of those benchmarks for this to resolve YES?

1y

@CDBiddulph no, if there is improvement on either, it resolves NO. Is that unclear from the description?

1y

@Thomas42 Oh lol, I knew that. Or rather, I meant "someone has to improve on both of those benchmarks for this to resolve NO." But sounds like an improvement in either would count as LLM progress not stalling, got it

1y

What constitutes a breakthrough? Do you mean literally no improvement on the benchmarks?

1y

@vluzko yea no improvement at all. I think that means 83.6% on BBH https://storage.googleapis.com/deepmind-media/gemini/gemini_1_report.pdf

And 87.5% for WinoGrande https://arxiv.org/abs/2303.08774v4 though Gemini Ultra is not reported yet.

1y

@Thomas42 So 88% WinoGrande would be enough? Kinda low bar for a "breakthrough".

1y

@ProjectVictory I'm sure whoever publishes it will call it a breakthrough ;) but yea poor choice of words, I'll replace with "improvement".

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