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Jan Leike's point is a bit more subtle there. He's not surprised it can learn translation with a relatively small number of training examples, but surprised that it seems to know some instruction with no examples.

And just a few Tweets later speculates it's likely because there are examples in the training data, and the success of the model to follow instructions in a non-English language from "nothing" is proportional to the presence of those examples in the training data [0].

I don't think he would disagree with anything in my statement.

0. https://mobile.twitter.com/janleike/status/16252150919889264...



And my last point was code models performing better on MMLU and the like.

How'd you explain that one ?


Well sure, instruction following was my second point.




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