过去几年，我们普遍沿用自回归的经验来设置 Encoder 的训练预算，而论文给出的闭式解表明，两者的最优配比不在同一个数量级。这意味着，在很多场景里，Encoder 的训练消耗明显超出了最佳区间。

Here's why treating ChatGPT like Google will guarantee your failure in the age of RAG, reranking, and probabilistic systems.

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