大模型时代,如何理解“没有免费的午餐”定理(No Free Lunch Theorem)? - 知乎
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NFL只是告诉你解的存在性,也就是存在一个小模型,在特定领域吊打大模型 但是可没告诉你,找到这个小模型有多困难,我怀疑模型规模越大,指定某个领域,找到或训练出吊打该大模型的小模型就越难 在 计算复杂性 领域,这是个人尽皆知的著名猜测 但是神奇的是,如果你直接 蒸馏剪枝 大模型 ...
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