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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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Host Testing and evaluation

@HostEvaluate · Post #909 · 01/29/2026, 03:14 PM

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#ISIF#KR#ICN Host Provider: ISIF Cloud (KR.GMP-B.2C4G-COM) Location: Seoul, South Korea Specification: 2vCore(EPYC 7B13) | 4GB RAM | 40GB Disk | 1T @ 200Mbps | $19.2 / Mo 感谢商家提供的测试机，这台是中国大陆优化 MAX 的。机器开通后默认安装的是 alpine，记得重装一下。我连上去没仔细看，输入命令提示 bash not found 给我看懵了。CPU 性能还可以，用的不是老咕噜棒子 U。磁盘的随机读写水平能对齐 SATA SSD，顺序读写的 IO 略高于 SSD。后者应该是有缓存。用来跑计算延迟不敏感的的业务也还可以。商家有提供 DNS 解锁(NF, DAZN, Disney+, Prime, TVB.. 等等常用的都有)，报告里面是机器 IP 的结果，其实迪士尼、NF、Prime 也都能看。回程路由，电信走 CN2，联通移动走 CMIN2。商家提供了 /56 的 IPv6 地址，好评。但是三网回程 HE，我们都在用力的绕美。IPv4 国际路由主要靠 gsl，IPv6 能走到一点 ctcsci 的 retn。商家称后续有增加更多上游链路的意向。联通晚上十一点能跑到 150Mbps。 https://hosteval.mntpaji.com/2026/01/29/Blog/isif-kr-bgpb/

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Host Testing and evaluation

@HostEvaluate · Post #863 · 04/08/2023, 08:40 AM

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#Oneprovider#OneCloud#KR#ICN Host Provider: OneCloud Location: Seoul, Republic of Korea Specification: 1vCore | 1GB RAM | 30GB SSD | 1.5TB @ 1Gbps | $8 / Mo Test IP: 223.165.5.1/24 自己试吧机器性能给人一种大树挂辣椒的感觉。上游 Ehostict 啥都不解锁。三网 SK 延迟很低但我这没速度，估计是 UDP 会被恰，也可能存粹是太挤了。 https://paste.red/p/b7cb8bcc973b

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