隨後,去年7月劉亮到了一趟洛杉磯,「當時說每週二都要在手機上拍照打卡,我在洛杉磯的時候剛好是週二,然後拍照上傳了……一拍照上傳,他們就發現我在洛杉磯。」
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.,这一点在爱思助手下载最新版本中也有详细论述
looks kinda weird。heLLoword翻译官方下载是该领域的重要参考
「我剛到這裡時,和人同房很難適應,天氣也相當惡劣。前一個月我都在想:『或許這不是適合我的工作。』」他坦言。
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