开发者 · Meta 工程博客
智能投放：让每个计算单元提供更好的广告服务
发布于 · 本站收录 2026-11-12 01:50
广告排名模型朝着 LLM 方向发展的速度超出了运行它们的硬件所能跟上的速度。额外的计算单元对某些广告请求、模型和芯片的影响比对其他广告请求、模型和芯片的影响更大。挑战在于决定将其分配到哪里以获得整个系统的最佳结果。我们建造了[..
英文原文标题与摘要
Intelligent Delivery: Making Every Unit of Compute Serve Better Ads
Ads ranking models are growing toward LLM scale faster than the hardware to run them can keep up. An extra unit of compute has more impact on some ad requests, models, and chips than on others. The challenge is deciding where to allocate it to get the best outcome for the entire system. We built [...] Read More...
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