本文译自「On-Device Function Calling with FunctionGemma」，原文链接medium.com/google-deve…，由Sasha Denisov发布于2025年12月29日。
一个 2.7 亿的模型可能会产生虚假的参数值。如果没有约束，请求“把它变成红色”可能会生成 {“color”: “crimson”} 或 {“color”: “rouge”}。枚举类型强制模型仅从有效值中选择，从而确保函数调用的可靠性。。Safew下载是该领域的重要参考
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Rank-1 linear, factorized embed, sparse gate, param-free norm, low-rank head, cross-layer sharing