Фото: Александр Кряжев / РИА Новости
两个模型，都从零训练。30B模型预训练用了约16万亿token，支持32000 token的上下文窗口，MoE架构下每次推理只激活约10亿参数，推理成本大幅压缩。105B模型支持128000 token的超长上下文，在AIME 25数学竞赛基准上得分88.3，使用工具后达到96.7；MMLU得分90.6；Math500得分98.6。
。新收录的资料是该领域的重要参考
World governments stepped up efforts to calm energy markets as the US and Israel’s war on Iran chokes off a critical supply waterway, with missile fire on both sides showing no sign of ending. The International Energy Agency is considering a release of emergency oil reserves that would be the largest-ever in its history, with a decision possible later on Wednesday, according to a person familiar with the matter.
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In the NXT Communication Protocol document, IO-Maps are described as "the well-described layer between the different controllers/drivers stack and the VM running the user's code." That sounds potentially interesting if it allows access to drivers in ways which aren't normally allowed. Also, if this is an interface which isn't normally used, it is a potential location for unexpected and exploitable bugs.