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There's a tradeoff: a lower capacity means you can skip more space during queries (you zoom in faster), but the tree has more nodes and uses more memory. A higher capacity means fewer nodes but each node requires checking more points linearly. As a starting point, capacities between 4 and 16 are reasonable defaults, though the best value depends on your data distribution and query patterns.

Nathan Lambert 是 Allen AI 研究所的科学家,博士毕业于加州大学伯克利分校,师从机器人领域的著名学者 Pieter Abbeel。他并非 RLHF 技术的发明者,但他写的《RLHF》这本开源书籍,如今是 AI 从业者理解大模型训练流程的标准参考材料之一。

本版责编WPS下载最新地址是该领域的重要参考

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2024年12月24日 星期二 新京报