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.
Как пишет само издание, глава правительства ФРГ связал перспективы дипконтактов с заморозкой операций на линии боевого соприкосновения в зоне СВО. В конце января Мерц уже отверг призывы представителей Социал-демократической партии Германии к прямым переговорам с Россией по Украине.
。关于这个话题，heLLoword翻译官方下载提供了深入分析
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设立5年过渡期，成为中国特色减贫道路的又一创举。
，这一点在同城约会中也有详细论述
I’ll definitely take those results with this unoptimized prompting pipeline! In all cases, the GPU benchmarks are unsurprisingly even better and with wgpu and added WGSL shaders the code runs on Metal without any additional dependencies, however further testing is needed so I can’t report numbers just yet.。关于这个话题，WPS官方版本下载提供了深入分析
Мерц резко сменил риторику во время встречи в Китае09:25