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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Data flows left to right. Each stage reads input, does its work, writes output. There's no pipe reader to acquire, no controller lock to manage. If a downstream stage is slow, upstream stages naturally slow down as well. Backpressure is implicit in the model, not a separate mechanism to learn (or ignore).
Italian golfer Andrea Pavan is “thankful to be alive” after reportedly falling three floors down a lift shaft.