PagePool represents the physical GPU memory pool — a flat array of equal-size pages, each holding 16 tokens. It maintains a free list and a ref count per page. When a page’s ref count drops to zero, it is immediately returned to the free list and becomes available to any new request. This is the key difference from naive allocation — there are no reserved holes, no fragmentation, and no memory tied to a finished request.
This didn’t always work very well, and honestly it is a huge hack. The logic levels on the control lines are all over the place because the EEPROMs are also trying to drive the lines.
You get nasty bits on your skin, on your legs, like psoriasis.,详情可参考snipaste截图
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黄山分析称,近年来AI经历了三个阶段的能力跃升:1.0阶段的生成式智能以ChatGPT为代表,具备基础内容生成能力但尚未进入生产领域;2.0阶段的推理智能以DeepSeek为例,拥有逻辑分析与问题分解能力;3.0阶段的行为智能通过工具调用实现决策执行,如OpenClaw。智能代理的兴起为模型赋予了执行能力,而AI工厂正是量产智能代理的先进模式。
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