emollick· @emollick · X·· 5 小时前AI 评分
小模型省钱但需大模型纠错编排
你可能短期内省了钱，但代价是最终产出更差的工作。这并不意味着小模型不能完成大量有价值的工作，但对于许多任务，你需要确保它们由更大的模型进行编排和错误检查。 论文：arxiv.org/pdf/2509.09677
You may save money in the short term, at the expense of worse work at the end. That doesn't mean small models can't do tons of valuable work, but you want to make sure they are orchestrated and error-checked by larger ones for many kinds of tasks.
Paper: arxiv.org/pdf/2509.09677
来源：emollick · x.com