如何通过上下文循环、并行工具ID和多步智能链在单次Gemini API调用中整合谷歌搜索、谷歌地图与自定义功能

· · 来源:tutorial热线

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除此之外,业内人士还指出,Test-Time Reasoning is the third axis. This refers to the compute the model uses at inference time — the period when it’s actually generating an answer for a user. Muse Spark is trained to ‘think’ before it responds, a process Meta’s research team calls test-time reasoning. To deliver the most intelligence per token, RL training maximizes correctness subject to a penalty on thinking time. This produces a phenomenon the research team calls thought compression: after an initial period where the model improves by thinking longer, the length penalty causes thought compression — Muse Spark compresses its reasoning to solve problems using significantly fewer tokens. After compressing, the model then extends its solutions again to achieve stronger performance.

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