为了更直观地比较,我们不妨将 FunctionGemma 与几个最接近的替代方案进行比较:Gemma 3n 和 Gemma 3 1B 作为间接竞争对手(支持函数调用的通用模型),Llama 作为流行的开源选项,以及 Hammer——MadeAgents 出品的直接竞争对手,专为函数调用而设计。
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The dashed circle shows the current best distance. As the algorithm finds closer points, the circle shrinks, which causes more subtrees to fail the "could contain a closer point?" test and get pruned. The search usually gets cheaper as it progresses.