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new work together with @Jsevillamol and @EpochAIResearch how decentralized can large pretraining runs get, and how much would it cost? we model a hypothetical 10GW decentralized cluster, and find that the additional capex of networking is less than 1% of the total budget
@Jsevillamol @EpochAIResearch why do this? a single monolithic cluster is usually preferable, not least because of the added engineering complexity of decentralized training. but at 10GW, electric power constraints bite even more. networking geographically distributed sites can help!
House Speaker Mike Johnson urges Democratic senators to support GOP-backed legislation as the expiration of SNAP benefits approaches: “Republicans cannot wave a wand and reopen the government on our own.”
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Breaking news: The DOJ placed two federal prosecutors on leave after they filed a document in court that referred to the Jan. 6. attack on the U.S. Capitol as a “riot” carried out by a “mob,” two people familiar with the matter said.
Democracy Dies in Darkness
A man in Pennsylvania with multiple warrants, including federal ICE detainers, is at large after he escaped police custody while still wearing handcuffs, according to local officials.
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坚持做视频的人肯定不仅仅是因为收入，还是得有热爱。如果你是内容消费者，你永远不知道几分钟的视频，背后创作者可能得花好几天，甚至好几周。 我这种动辄一小时➕的 Vibe Coding 教程，你也不知道录制成本有多久。我从下午 2 点一直录制到了凌晨，好的现在你知道了🥱 明天还得剪辑，周五还有个甲方爸爸的脚本 DDL🥲
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UK to provide £2.5m in support to Jamaica after hurricane
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