DeepSeek 第四天其实开源了两个东西，主要看了下 EPLB，代码本身不复杂只有 160 行，是根据各个 expert 的 load 进行 expert 复制和位置调整，来达到整体的负载均衡并且减少跨节点通信。有意思的事这个 load 是预测得到的，相当于他们还有个预测框架在实时预测在线的 expert 热度和关联关系，然后下面开始不断的调整数量和摆放，有种用量化思维做性能提升的美感。
https://github.com/deepseek-ai/EPLB
BY Oilbeater 的自习室
The global forecast for the Asian markets is murky following recent volatility, with crude oil prices providing support in what has been an otherwise tough month. The European markets were down and the U.S. bourses were mixed and flat and the Asian markets figure to split the difference.The TSE finished modestly lower on Friday following losses from the financial shares and property stocks.For the day, the index sank 15.09 points or 0.49 percent to finish at 3,061.35 after trading between 3,057.84 and 3,089.78. Volume was 1.39 billion shares worth 1.30 billion Singapore dollars. There were 285 decliners and 184 gainers.
Telegram is a cloud-based instant messaging service that has been making rounds as a popular option for those who wish to keep their messages secure. Telegram boasts a collection of different features, but it’s best known for its ability to secure messages and media by encrypting them during transit; this prevents third-parties from snooping on messages easily. Let’s take a look at what Telegram can do and why you might want to use it.
telegram from us