大模型不稀奇，现在开始卷「小模型」了？

Geekpark.net - 3 فروری، 2024

大模型不稀奇，现在开始卷「小模型」了？

在通往 AGI 的路上，绝大多数公司的路线是不断做大参数，但面壁智能却走了一条相反的路线——尽可能把模型参数做小。 2 月 1 日，面壁智能推出了只有 2B（注：20 亿）参数量级的模型 MiniCPM，而其性能却超过了大参数模型 Mistral-7B（法国大模型公司 Mistral 旗下知名模型）、且部分超越 Llama-13B（Meta 旗下知名开源大模型）等，内部称之为「以小博大」。这个结果揭露了这样一个事实：很多超大参数的大模型，它们的模型效率或许并没有最大化。「我们希望探索模型性能的天花板。」面壁智…

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