hellobert @bert_hello
linux kernel engineer Joined March 2014-
Tweets234
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Followers8
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Following80
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Throughout each successive generation of NVIDIA Tensor Cores, NVIDIA continues to add lower precision data types, starting from 16-bit to 4-bits. This is because deep learning workloads are extremely tolerant of low precision. This is especially true for inference, where even…
Today we're putting out an update to the JAX TPU book, this time on GPUs. How do GPUs work, especially compared to TPUs? How are they networked? And how does this affect LLM training? 1/n
New in-depth blog post - "Inside vLLM: Anatomy of a High-Throughput LLM Inference System". Probably the most in depth explanation of how LLM inference engines and vLLM in particular work! Took me a while to get this level of understanding of the codebase and then to write up…
Linux kernel 6.16 is out and one feature that I was keen to see in Linux was the atomic writes on XFS. Glad to see it included but it comes with some caveats that one should be aware of: lwn.net/Articles/10164…
KV caching in LLMs, clearly explained (with visuals):
虽然我觉得推荐了也不会有人读哈哈哈 1. 《送法下乡》特别适合对街头智慧一无所知的愣头青（比如我）book.douban.com/subject/542152… 2. 《中县干部》理解县城，理解县城里的爹妈和亲戚。github.com/sirliuyang/myB… 3. 《雨林里的消亡》幽默的人类学家，当做一次探险旅行游记看也很好看…
虽然我觉得推荐了也不会有人读哈哈哈 1. 《送法下乡》特别适合对街头智慧一无所知的愣头青（比如我）book.douban.com/subject/542152… 2. 《中县干部》理解县城，理解县城里的爹妈和亲戚。github.com/sirliuyang/myB… 3. 《雨林里的消亡》幽默的人类学家，当做一次探险旅行游记看也很好看…
Async-Profiler v4.0 Heatmaps and Native memory profiling and VMStructs-based stack walker github.com/async-profiler…
有哪些证书可以抵扣个税：国家职业资格目录（2021 年版）mohrss.gov.cn/xxgk2020/fdzdg… 这里面的：民用航空器外国驾驶员、领航 员、飞行机械员、飞行通信员 似乎最简单，不要钱就能考(开着 Deepseek) 哪个大佬去试试探路一下：uom.caac.gov.cn/#/login
Great visualizations & writing about different IO devices and latency by @PlanetScale planetscale.com/blog/io-device…
pwru（Packet Watch for Routing and Uplinks）是一款基于 eBPF 的高性能网络调试工具，由 Cilium 团队开发。它允许用户实时跟踪内核网络栈中的数据包路径，尤其擅长诊断复杂的路由、过滤规则（如 iptables/nftables）和 CNI 插件问题 下载地址：github.com/cilium/pwru/re… 5.8 以上内核直接解压运行
Is Your Linux Version Hiding Interrupt CPU Usage From You? (2021) tanelpoder.com/posts/linux-hi…
Great read if you want to learn more about isolcpus. suse.com/c/cpu-isolatio…
Pretty cool Linux perf tutorial: github.com/NAThompson/per…
Just installed and tried the "Below" tool by Meta: "A time traveling resource monitor for modern Linux systems" Liked its intuitive navigation and nice & clean user interface. github.com/facebookincuba…
How do processors implement sampling of hardware events for performance monitoring via profilers such as perf? The specific problem is accurate attribution of the hardware events such as cache or TLB misses to the right instruction in order to help the performance engineers…
英语大佬们，初中的孩子，英语基础不太好，但是进步很快，上课基本能听懂，考试都能过，想提升听力，听YouTube 的BBC learning English 有点难，ESL POD又太简单，有没有介于这两个节目之间的介绍一下呀😂🙏🙏🙏
@pangyusio 剛看了下，裏面沒有4K内容，大概率沒興趣欣賞。這是你們要的地址：iyf.tv
Anderson Nascimento @andersonc0d3
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Zhixiong Wei @ZhixiongWeii
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David Vernet @byte_lab
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jiang5495 @jiang5495
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SemiAnalysis @SemiAnalysis_
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Jacob Austin @jacobaustin132
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Michael Goin @mgoin_
1K Followers 376 Following inference optimization @RedHat_AI building @vllm_project | you can call me misha
Woosuk Kwon @woosuk_k
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Zhuohan Li @zhuohan123
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Aleksa Gordić (水�... @gordic_aleksa
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vLLM @vllm_project
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LMCache Lab @lmcache
653 Followers 47 Following 🧪 Open-Source Team that maintains LMCache and Production Stack 🤖 Democratizing AI by providing efficient LLM serving for ALL
Herman Jin @ShanghaoJin
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Peter Veentjer @PeterVeentjer
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wangbin579 @wangbin579
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Jose Fernandez @jrfernandez
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Yufan Sheng @amehochan
28K Followers 873 Following #INTP @ApacheFlink の貢献者。Java、Go、Scala、TS、Python、その他6つのプログラム言語でコーディング。読書が唯一の娯楽。
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Tanel Poder 🇺🇦 @TanelPoder
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imesong @imesong2012
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Justin @interjc
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All Systems Go! @ASGConf
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scr.c @silsrc
8K Followers 489 Following 开源爱好，万能工程师（存疑），现代魔法老中登，Linux Kernel Developer，假装是计算机科学家，黑深残。
Yichun Zhang (agentzh... @agentzh
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Mark E. Dawson, Jr. @medawsonjr
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Siebel School of Comp... @siebelschool
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LIN WEI @skywind3000
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Shung-Hsi Yu @shunghsiyu
407 Followers 1K Following Kernel Engineer @SUSE messing with BPF #StandWithUkraine 💙💛 Also at @[email protected]
Pollux9437 @Orange41324306
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Hernan Ponce De Leon @h_poncedeleon
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Prof. Feynman @ProfFeynman
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USENIX Association @usenix
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Linux Plumbers Confer... @linuxplumbers
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