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DeepSeek 开源日第 5 天:发布高性能并行文件系统 3FS,数据吞吐量高达 6.6 TiB/s

2025年2月28日,DeepSeek 在开源周的第五天发布了 3FS(Fire-Flyer File System),这是一个专为现代 SSD 和 RDMA 网络带宽设计的高性能并行文件系统。该系统在数据访问性能上表现出色,特别适用于深度学习等数据密集型应用。

3FS 在180节点集群中实现了6.6 TiB/s的聚合读取吞吐量,在25节点的GraySort基准测试中达到了3.66 TiB/min的吞吐量。每个客户端节点的KVCache查找峰值吞吐量超过40 GiB/s。3FS采用去中心化架构,提供强一致性语义。

该文件系统在DeepSeek V3 / R1版本中广泛应用,涵盖了数据预处理、数据集加载、检查点保存/加载等关键过程,同时DeepSeek还开源了基于3FS的处理框架Smallpond。

DeepSeek | GitHub

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DeepSeek 开源日第 5 天:发布高性能并行文件系统 3FS,数据吞吐量高达 6.6 TiB/s

2025年2月28日,DeepSeek 在开源周的第五天发布了 3FS(Fire-Flyer File System),这是一个专为现代 SSD 和 RDMA 网络带宽设计的高性能并行文件系统。该系统在数据访问性能上表现出色,特别适用于深度学习等数据密集型应用。

3FS 在180节点集群中实现了6.6 TiB/s的聚合读取吞吐量,在25节点的GraySort基准测试中达到了3.66 TiB/min的吞吐量。每个客户端节点的KVCache查找峰值吞吐量超过40 GiB/s。3FS采用去中心化架构,提供强一致性语义。

该文件系统在DeepSeek V3 / R1版本中广泛应用,涵盖了数据预处理、数据集加载、检查点保存/加载等关键过程,同时DeepSeek还开源了基于3FS的处理框架Smallpond。

DeepSeek | GitHub

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A Russian Telegram channel with over 700,000 followers is spreading disinformation about Russia's invasion of Ukraine under the guise of providing "objective information" and fact-checking fake news. Its influence extends beyond the platform, with major Russian publications, government officials, and journalists citing the page's posts. Pavel Durov, Telegram's CEO, is known as "the Russian Mark Zuckerberg," for co-founding VKontakte, which is Russian for "in touch," a Facebook imitator that became the country's most popular social networking site. Telegram has become more interventionist over time, and has steadily increased its efforts to shut down these accounts. But this has also meant that the company has also engaged with lawmakers more generally, although it maintains that it doesn’t do so willingly. For instance, in September 2021, Telegram reportedly blocked a chat bot in support of (Putin critic) Alexei Navalny during Russia’s most recent parliamentary elections. Pavel Durov was quoted at the time saying that the company was obliged to follow a “legitimate” law of the land. He added that as Apple and Google both follow the law, to violate it would give both platforms a reason to boot the messenger from its stores. That hurt tech stocks. For the past few weeks, the 10-year yield has traded between 1.72% and 2%, as traders moved into the bond for safety when Russia headlines were ugly—and out of it when headlines improved. Now, the yield is touching its pandemic-era high. If the yield breaks above that level, that could signal that it’s on a sustainable path higher. Higher long-dated bond yields make future profits less valuable—and many tech companies are valued on the basis of profits forecast for many years in the future. But Kliuchnikov, the Ukranian now in France, said he will use Signal or WhatsApp for sensitive conversations, but questions around privacy on Telegram do not give him pause when it comes to sharing information about the war.
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