Show HN: IgniteMS – 在8块A100上实现每秒25.3万条文本的批量嵌入处理
IgniteMS 是一个高性能的批量文本嵌入工具,在8块 NVIDIA A100 GPU 上达到了每秒处理 253,000 条消息的吞吐量。该项目专为需要大规模文本向量化的场景设计,显著提升了嵌入生成的效率。
IgniteMS 是一个高性能的批量文本嵌入工具,在8块 NVIDIA A100 GPU 上达到了每秒处理 253,000 条消息的吞吐量。该项目专为需要大规模文本向量化的场景设计,显著提升了嵌入生成的效率。
A state-designed worm from 2005 called Fast16 sat undetected on VirusTotal for nearly a decade. It intercepted executable files at the kernel level and silently altered floating-point calculations in high-precision engineering software like LS-DYNA, which was used in Iran's nuclear weapons research. Unlike Stuxnet, Fast16 received little public attention for over twenty years.
Paul Graham reports that Y Combinator startups now have over 75% of their code written by AI, a threshold crossed at least one to two years ago. This parallels a similar transformation at Google, where AI-written code went from 0% to 75% in about two years.
Scientists are increasingly concerned about the potential collapse of the Atlantic Meridional Overturning Circulation (AMOC), a critical ocean current system. Such a collapse could have severe consequences for North America and Europe.
A compromised version of the LiteLLM Python package (version 1.82.8) was briefly available on PyPI, capable of exfiltrating sensitive credentials like SSH keys and cloud secrets. The malicious package affected any project that depended on LiteLLM, though it was only available for about an hour before discovery.
A supply chain attack has compromised the popular npm axios HTTP client library with 300 million weekly downloads. Malicious versions install a remote access trojan, though some users may have avoided infection through version pinning or older installations. Security experts warn this is a live compromise affecting one of npm's most depended-on packages.