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Source channel @githubtrending · Post #15314 · Dec 6

#python#brain_inspired_ai#deep_learning#large_language_models#reasoning The Hierarchical Reasoning Model (HRM) is a new type of AI that reasons more like a human brain, using a fast part for quick details and a slow part for big-picture planning. It solves hard logic tasks like Sudoku, mazes, and IQ-style puzzles very well, even though it is tiny (only 27 million parameters) and learns from very little data (just 1,000 examples). Unlike most large language models, it does not need long chains of written reasoning steps or huge amounts of training, which makes it much faster, cheaper, and more efficient. For the user, this means powerful reasoning in a small, fast system that can run on ordinary hardware and still beat much larger models on tough problems. https://github.com/sapientinc/HRM

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Akasha Terminal: dev🍃

@AkashaTerminal · Post #2279 · 12/08/2024, 11:06 AM

现在 544 flr (40g)搭配转接卡闲鱼已经降到 50 块钱了… 也就是说不到 200 就能让你的 NAS 和 PC 连接速率升级到 40G。 交换机就别想了,能买到便宜的,功耗和噪音也不一定受得了,除非真有机柜 线也便宜,都捡垃圾。 还可以用 QSFP+ 一分四转成 SFP+ 接普通万兆交换机,我目前就在这么用。 #HomeServer

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Nahida🍃 Bookmarks

@NahidaBookmarks · Post #27 · 09/24/2022, 10:59 PM

#website#service#paid#NAT#homeserver#NAS#router#Openwrt#ssh#webdav#smb#sftp 傻瓜式内网穿透工具,非常方便。收费每个通道(设备)¥26/年。 可定制空间非常少,带宽限制在4M,如果要穿透除web服务之外的功能,比如 ssh、telnet、RDP、VNC、aria2 等等,只能在 ddnsto 的 web 端使用。所以连 ssh 端口转发都不可以。 算是在 IPv4 的环境下的解决方案,作为有 IPv6 情况下,为 IPv4 Only 环境提供备选非常合适。 https://www.ddnsto.com/