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when will the llm race peak? have we peaked already?



If you’re curious, you can check the progress of many open source LLM’s and how they perform on various evals here:

https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderb...


With proprietary models: https://chat.lmsys.org/?leaderboard


I think we are only at the beginning. Call it first generation. LLaMA was even missing many improvements that existed before it (xPos, Multi-Query Attention, Blockwise Parallel Transformer)

Many researchers are improving very fast, and I would bet that soon we will see more efficient LLMs.


I don't think we need anymore high-flying search engines, do we?

salesforce air esearch ;)


We’re still in the early innings.


Long way from that


In terms of Gartner hype cycle, we are at the peak of inflated expectations for llms I reckon.


When it's superhuman.


To quote Dennis Reynolds, it hasn't even begun to peak.


Nobody doing xB models is participating in any AI races, at this point those are useless toys with garbage output.


How far we've come from GPT2...


Biggest models crossed the threshold between glorified Markov chain and proto-intelligence, so sure enough, expectations shoot up.




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