Many people reading this will call bullshit on the performance improvement metrics, and honestly, fair. I too thought the agents would stumble in hilarious ways trying, but they did not. To demonstrate that I am not bullshitting, I also decided to release a more simple Rust-with-Python-bindings project today: nndex, an in-memory vector “store” that is designed to retrieve the exact nearest neighbors as fast as possible (and has fast approximate NN too), and is now available open-sourced on GitHub. This leverages the dot product which is one of the simplest matrix ops and is therefore heavily optimized by existing libraries such as Python’s numpy…and yet after a few optimization passes, it tied numpy even though numpy leverages BLAS libraries for maximum mathematical performance. Naturally, I instructed Opus to also add support for BLAS with more optimization passes and it now is 1-5x numpy’s speed in the single-query case and much faster with batch prediction. 3 It’s so fast that even though I also added GPU support for testing, it’s mostly ineffective below 100k rows due to the GPU dispatch overhead being greater than the actual retrieval speed.
第八十五条 引诱、教唆、欺骗或者强迫他人吸食、注射毒品的，处十日以上十五日以下拘留，并处一千元以上五千元以下罚款。
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"The NHS is issuing immediate guidance to hospitals to ensure trauma and urgent care can safely continue and to support prioritisation of waiting lists based on patients' needs over the coming weeks."。heLLoword翻译官方下载对此有专业解读
第七条 有关行政机关、企业事业单位应当依法做好原子能研究、开发和利用活动中安全监督管理、环境影响评价等方面的信息公开工作。，详情可参考51吃瓜
正如零跑 COO 徐军在最近的一次专访中所言：「压倒一切的是规模，先规模后利润。」