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Comment by hdhshdhshdjd

Maybe in SOTA ml/nlp research, but in the world of building useful tools and products, BERT models are dead simple to tune, work great if you have decent training data, and most importantly are very very fast and very very cheap to run.

I have a small Swiss army collection of custom BERT fine tunes that are equal or better than the best LLM and execute document classification tasks in 2.4ms. Find me an LLM that can do anything in 2.4ms.

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