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▲ BoorishBears 6 hours ago

Maybe instead of screaming you can take this as a chance to level up your engineering.

Good engineers don't treat approach as A == B or even A like B, when extremely integral parts of their applications differ.

Zero-shot isn't just "more convenient", in a low data regime: it's the only workable solution, and 100x so if your plan involves the acornym "BERT" (because even the largest of those models has the world knowledge of a fart to draw priors from)

Better ergonomics while being faster and cheaper as the existing things really is enough to justify callling what you've done a new thing, in a world of finite resources and time. It's actually making me scream how many people don't get that.

▲howunfortunate 5 hours ago | parent [-]

> in a low data regime: it's the only workable solution

Low data regimes no longer exist in the age of LLMs, one can trivially generate a training and eval set and distill a good classifier on any domain within a day.

But I do acknowledge zero-shot is more convenient. Personally I don't think Jev has any moat so I won't bother with their model specifically, but yes I do anticipate using this type of thing more in the future.

▲BoorishBears 4 hours ago | parent [-]

I'm going to crash out at the stupidity and earth-shattering banality of that first paragraph if I try to respond faithfully, so I won't and agree to disagree.

▲howunfortunate 2 hours ago | parent [-]

I don't think you actually know what the word 'banal' means, which is quite amusing given your condescension.