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Which is all to say that I think the reason they went from Opus 3 to Opus 4 is because there was no bigger model to fine tune Opus 3.5 with.

And I would expect Opus 4 to be much the same.



But sonnet 4.5 outperforms opus 4 on most benchmarks and tasks that can't be all that's to it

that's not all there is to it, but I think that "the rest of it" is just additional fine tuning.

Benchmarks are good fixed targets for fine tuning, and I think that Sonnet gets significantly more fine tuning than Opus. Sonnet has more users, which is a strategic reason to focus on it, and it's less expensive to fine tune, if API costs of the two models are an indicator.




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