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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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The perpetrators use various names to carry out the investment scams. They may also impersonate or clone licensed capital market intermediaries by using the names, logos, credentials, websites and other details of the legitimate entities to promote the illegal schemes. Pavel Durov, a billionaire who embraces an all-black wardrobe and is often compared to the character Neo from "the Matrix," funds Telegram through his personal wealth and debt financing. And despite being one of the world's most popular tech companies, Telegram reportedly has only about 30 employees who defer to Durov for most major decisions about the platform. On December 23rd, 2020, Pavel Durov posted to his channel that the company would need to start generating revenue. In early 2021, he added that any advertising on the platform would not use user data for targeting, and that it would be focused on “large one-to-many channels.” He pledged that ads would be “non-intrusive” and that most users would simply not notice any change. On February 27th, Durov posted that Channels were becoming a source of unverified information and that the company lacks the ability to check on their veracity. He urged users to be mistrustful of the things shared on Channels, and initially threatened to block the feature in the countries involved for the length of the war, saying that he didn’t want Telegram to be used to aggravate conflict or incite ethnic hatred. He did, however, walk back this plan when it became clear that they had also become a vital communications tool for Ukrainian officials and citizens to help coordinate their resistance and evacuations. "Markets were cheering this economic recovery and return to strong economic growth, but the cheers will turn to tears if the inflation outbreak pushes businesses and consumers to the brink of recession," he added.
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