If variety matters to you, the 17 has the clear edge.
By day three of the campaign, at least four American troops had been killed, and Trump said Monday the operation could last “four to five weeks”—though he acknowledged it could run longer and declined to rule out the deployment of ground forces. The prospect of a protracted conflict heightens the financial stakes considerably, as Smetters’ models assume costs escalate sharply beyond the two-month mark. Fortune previously reported that the U.S. may rapidly run out of munitions, as previous war games indicate as little as a week’s worth of supplies, although the exact number is classified.
，更多细节参见爱思助手
我在《把离线AI智能体装进口袋里》（The Dawn of Offline AI Agents in Your Pocket）一文中对此进行了详细阐述。但文章中的示例更像是Demo，而非生产解决方案。像 Gemma 3n 这样的模型虽然能够很好地处理函数调用，但它们体积过大：无法集成到应用程序包中，需要单独下载，即使在旗舰机型上推理速度也很慢。在低端设备上，它们根本无法运行。而较小的型号则经常出现故障，难以记住工具。
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