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more on this when you launch a cuda kernel, you are not running a function per say like we do in c++, you are handing an abstract specification of a parallelism, often in an intermediate form called ptx, to the nvidia driver, the driver acts as a final stage, just in time…
more on this when you launch a cuda kernel, you are not running a function per say like we do in c++, you are handing an abstract specification of a parallelism, often in an intermediate form called ptx, to the nvidia driver, the driver acts as a final stage, just in time…
Efficient training of neural networks is difficult. Our second Connectionism post introduces Modular Manifolds, a theoretical step toward more stable and performant training by co-designing neural net optimizers with manifold constraints on weight matrices.…
RL research is becoming like pretraining/modeling. This is a huge vibe shift. Most research published on RL isn't using enough compute to make many of these decisions matter as much. This is slowly shifting.
RL research is becoming like pretraining/modeling. This is a huge vibe shift. Most research published on RL isn't using enough compute to make many of these decisions matter as much. This is slowly shifting.
Evaluating reasoning models is non-trivial. But you can use a verifier to check if answers are indeed correct. Just finished a 35-page chapter on building one from scratch. Lots of symbolic parsing, math equivalence, edge cases… quite the project. Sneak peek on GitHub below 🔗
If you want to learn more about current LLM training recipes two of the best resources I've found that contain the juicy details (and not just evals): 1. Nemotron-H paper by Nvidia 2. SmolLM3 post by Hugging Face
If you want to learn more about current LLM training recipes two of the best resources I've found that contain the juicy details (and not just evals): 1. Nemotron-H paper by Nvidia 2. SmolLM3 post by Hugging Face https://t.co/nGVWNrgrvw
You can now train OpenAI gpt-oss with Reinforcement Learning in our free notebook! This notebook automatically creates faster kernels via RL. Unsloth RL achieves the fastest inference & lowest VRAM vs. any setup - 0 accuracy loss gpt-oss-20b GRPO Colab: colab.research.google.com/github/unsloth…
2023 LLM training vs 2025 LLM training
发现一家很不错的vps厂商 Voyracloud，除了普通的vps，还提供海外住宅ip服务器 我买了一个拿来用claude code和运营reddit，用的北美ip，里面是windows系统，搭配指纹浏览器直接直连用，目前用了两天很稳 现在用优惠码 4RMZISQY…
费曼说过 "真相，往往比你想象的要简单！" DeepMind 推理团队创始人 Denny Zhou 在斯坦福大学 CS25 课程上的一次分享，深刻透析了大语言模型推理的本质👀 LLMs 只是概率模型，它们不是人类！推理能力早已蕴藏在预训练模型中，我们缺少的不是能力本身，而是发现它的正确解码策略🤔 Rich Sutton…
(1/6) triton kernels are a great way to understand ML models. but tutorials are scattered the learning method for me was jst to read real, high performance code so i wrote a blog which walkthroughs the design and intuitions behind FLA's softmax attention kernel 🧵also a thread
我再也不用刷到深夜找热点。 把 Trend Finder 挂上，AI 秒扫 200+ 大 V 推文和官网更新，真正起风就 Slack 喊我。节省 3 小时，灵感先人一步。 github.com/ericciarla/tre…
看到了个 HuggingFace 的从0预训练大模型的框架——picotron （擎天棍？哈哈哈） 这个库更注重于教学，核心部分的文件，每个代码都不到300行。（这里还是来个小技巧，看不懂源代码可以塞给AI让AI给你讲是干什么的。见图2）另外官方还给了视频教程，可以说是十分贴心了。…
分享一个在线影视，免费，无广
找到了个巨猛的 CUDA 教程。7K Star， 特别适合新手看。教程也是国人写的哦，有中文。并且更新也很快，像刚出的 HunyuanImage-2.1 相关内容也有。 地址：github.com/xlite-dev/Leet…
Comparing & Contrasting Recent LLMs Architecture > DeepSeek-V3/R1 > OLMo 2 > Gemma 3 > Mistral Small 3.1 > Llama 4 > Qwen3 (dense+MoE) > SmolLM3 > Kimi 2 > GPT-OSS Are 2025 LLMs really that different from each other? MoE, MLA, GQA, sliding window, normalization games & more.
三个小时的播客听完了，太好了！ 2023年读到ReAct，被这篇paper正面影响了学术轨迹和工作内容，并开始关注 Shunyu 的工作， ReAct, SWE agent, r-bench 每篇都是过一段时间就拿出来读一下，Shunyu是我最喜欢的 Agent 研究员。…
三个小时的播客听完了，太好了！ 2023年读到ReAct，被这篇paper正面影响了学术轨迹和工作内容，并开始关注 Shunyu 的工作， ReAct, SWE agent, r-bench 每篇都是过一段时间就拿出来读一下，Shunyu是我最喜欢的 Agent 研究员。… https://t.co/marTxTzSHH
A beautiful book by Google DeepMind, explaining everything you need to know to build your own LLM.
When I started LLMs-from-scratch I just hoped it might help a few people learn. Just saw the GitHub the repo has now been forked 10k times! More than the stars, the best part is seeing thousands of people actually use and build on the code ☺️
Understanding GPU Architecture from Cornell cvw.cac.cornell.edu/gpu-architectu… During a low-level discussion at a casual meetup, many folks were interested in understanding GPUs more closely. While CPUs optimize for complex control flow (see those big cores + caches), the GPUs maximize…
This is a new 100-page RL for LLM literature review. It appears fairly complete. It also covers static/dynamic data and frameworks. And it has some nice figures! 🔗arxiv.org/abs/2509.08827
Ryan Chan @ryanchankh
357 Followers 1K Following Machine Learning PhD at @penn. Interested in the theory and practice of interpretable and interactive machine learning.
dl @dl82971135
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葛万理 @hakawanli
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程熹 @IamChengxi
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Serena📚 @ds_serena_
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真游泳的猫 @ooopqmosi
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❤NaJa @ham_aang
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Adhiraj Ghosh ✈️ ... @adhiraj_ghosh98
260 Followers 507 Following ELLIS PhD @uni_tue | vision-language & data-centric ML @bethgelab 🦋: https://t.co/Q03vvJFIPw
Rirsler @RirslersVURt
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Yibin Wang @Yibin_Wang_
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☯️ ImmortalSquare @yxxf_xyz
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めんま「追悼ア... @TianqiChen666
13K Followers 7K Following 大学生、中国人🇨🇳tいま成都に住んでいる。みんなと仲良くしたい！ |絡み重視|変な垢以外フォロバ💯|アニメ|kig初心者|恋人🥰：@podf14|里：@menma_sub|興味：#原神、#アークナイツ、#ブルアカ、#ボカロ、#着ぐるみ| 親友:@haku_dabai @2temisinin（代为保管账号）
Xinting Huang @timhuangxt
142 Followers 347 Following Senior Researcher @TencentGlobal, working on LLMs. Ph.D. at @UniMelb; Ex @BytedanceTalk, @MSFTResearch
Galen Jiatong Li @JiatongLi0418
58 Followers 261 Following PhD Student @WisconsinCS | BS, MS @USTC | Intern @Alibaba_Cloud | trustworthy machine learning & large language models
Torrober ❁ @itstorrober
33 Followers 405 Following "You're the protagonist of your own life". - Reigen Arataka he/him - audhd
yep @guokeyumao
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KongKua @JiashengSi
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Subroto Palit @subrototees
854 Followers 7K Following I am Subroto Palit, a professional T-shirt designer with 2+ years of experience in the Print-on-Demand (POD) industry.
xiao xin @xiaoxinrejoice
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meddie @ElonTuo
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ybtsdst @ybtsdst_hz
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Taiqiang Wu @wu_taiqiang
83 Followers 296 Following Now a PhD student at @HKUniversity Master & B. Eng in @Tsinghua_Uni
Chenxin An @AnChancy46881
639 Followers 506 Following PhD Candidate @ HKUNLP Awardee of Hong Kong PhD Fellowship Scheme
Shuyi Wang @shuyiwang_karly
132 Followers 299 Following PhD student @ University of Queensland. Interested in Information Retrieval, Machine Learning, Federated Learning.
Shaofeng Liang @Shaofeng_Liang
15 Followers 159 Following Graduate student in computer vision Research: Object Tracking、Multimodal and UAV Looking for PhD position for 26 fall
MikaStars★ @MikaStars39
677 Followers 2K Following Bachelor @ZJU_China. Hi Lab @xiaohongshu. Knowing Language Model Herself. #中文 #English #日本語 #学マス
Prateek Yadav @prateeky2806
4K Followers 2K Following pre-training @AlatMeta, prev: part-time @GoogleDeepMind, PhD at @unccs
Chenyang Lyu 吕晨�... @Chenyang_Lyu
1K Followers 796 Following Staff Researcher @AlibabaGroup. Previously @MBZUAI, PhD from @ml_labs_irl and @dcucomputing @dcu interested in Large Language Models (LLMs).
Adina Yakup @AdinaYakup
11K Followers 839 Following @huggingface 🤗 | AI Research 🔍 Chinese ML community. opinions are my own.
jianlin.su @Jianlin_S
3K Followers 14 Following Grad&Clip is all you need @Kimi_Moonshot Blog: https://t.co/YVxsWykMw2 , Cool Papers: https://t.co/scS1n1o0lg
Ahmad @TheAhmadOsman
24K Followers 267 Following ai research & software engineering, on a mission to build a DGX B300 GPU cluster, i moderate GPUs on r/LocalLLaMA
Sebastian Raschka @rasbt
358K Followers 1K Following ML/AI researcher & former stats professor turned LLM research engineer. Author of "Build a Large Language Model From Scratch" (https://t.co/O8LAAMRzzW).
GitHubDaily @GitHub_Daily
45K Followers 138 Following 💡 挖掘开源的价值 🧑🏻💻 坚持分享 GitHub 上高质量、有趣、实用的教程、AI工具、前沿 AI 技术 🧐 A list cool, interesting projects of GitHub. ✏️ 公众号：GitHubDaily
海拉鲁编程客 @hylarucoder
18K Followers 1K Following 🖥️ Indie Maker 🛠️ AI 能力边缘疯狂试探者 📌 油管「海拉鲁编程客」 🌸 沦为程序员的段子手/猫咪
Alec Helbling @alec_helbling
6K Followers 2K Following ML Interpretability, Diffusion, Visualization. Intern @Apple, PhDing @GeorgiaTech. NSF Fellow. Prev intern @Adobe, @IBM, @NASAJPL.
God of Prompt @godofprompt
145K Followers 847 Following 🔑 Sharing AI Prompts, Tips & Tricks. The Biggest Collection of AI Prompts & Guides for ChatGPT, Grok, Claude & Midjourney AI → https://t.co/vwZZ2VSfsN
宝玉 @dotey
136K Followers 1K Following Prompt Engineer, dedicated to learning and disseminating knowledge about AI, software engineering, and engineering management.
めんま「追悼ア... @TianqiChen666
13K Followers 7K Following 大学生、中国人🇨🇳tいま成都に住んでいる。みんなと仲良くしたい！ |絡み重視|変な垢以外フォロバ💯|アニメ|kig初心者|恋人🥰：@podf14|里：@menma_sub|興味：#原神、#アークナイツ、#ブルアカ、#ボカロ、#着ぐるみ| 親友:@haku_dabai @2temisinin（代为保管账号）
Anne阿伦 @anne_lyl
2K Followers 251 Following 这里用中文记录 @anne_lyl Here try getting used to Engligh content more @anneincoding 16666
MikaStars★ @MikaStars39
677 Followers 2K Following Bachelor @ZJU_China. Hi Lab @xiaohongshu. Knowing Language Model Herself. #中文 #English #日本語 #学マス
Noam Brown @polynoamial
92K Followers 856 Following Researching reasoning @OpenAI | Co-created Libratus/Pluribus superhuman poker AIs, CICERO Diplomacy AI, and OpenAI o3 / o1 / 🍓 reasoning models
Ilya Sutskever (Parod... @ilyasutsk
2K Followers 1K Following Dropped out of tech. Invented the wheel instead.
HydrogenE7 @Hydrogen0E7
3K Followers 811 Following Developer in @BytedanceTalk/@cyclens_tech | CTFer in @r3kapig | ACMer | Shotacon | Avatar from @iamuu_n | Enchanting dream, frozen time, unrealized potential.
Tristan @wsygc
8K Followers 361 Following Machine repeats, Human creates. https://t.co/eLLFjM35O2 / https://t.co/jksvCA57dt / https://t.co/7t7DneyuFD / more on: https://t.co/hL0tSxJPsi contact me: vx: yanggc_2013
Zeyuan Allen-Zhu, Sc.... @ZeyuanAllenZhu
21K Followers 465 Following physics of language models @ Meta (FAIR, not GenAI, not TBD) 🎓：Tsinghua Physics — MIT CSAIL — Princeton/IAS 🏅：IOI x 2 — ACM-ICPC — USACO — Codejam — math MCM
箱中ぴーす @PeacesignCase
361 Followers 180 Following 同人サークル『ピースケース』。メインは小説書きです。稀に絵も描く。favorite::ぼ喜多/ポケタキ
诗霜子 @utashimoshi
27K Followers 2K Following 有个很可爱的人，正在读我的简介/infp/脾气超好，不会炸毛/如果喜欢我，可以考虑投喂肉肉 https://t.co/LCtq8a8PkK
SSI Inc. @ssi
102K Followers 0 Following A straight shot to safe superintelligence. Join us https://t.co/hHla3vusDE.
lmarena.ai @arena
95K Followers 207 Following LMArena: Open Platform for Community-driven AI Benchmarking. Graduated from UC Berkeley / @lmsysorg. We’re hiring: https://t.co/1OkfLq2n0I
Reka @RekaAILabs
17K Followers 21 Following An AI research and product company 🫠. We are a team of scientists and engineers building state-of-the-art multimodal models 😻
钟二信 @zhongerxin
1K Followers 1K Following 🪄 现豆包桌面端产品经理； 前 Teambition、飞书智能伙伴设计师、ChatGPT 插件 Pluginpedia 作者；8NFFXSSD
jiangh @jiangh
4K Followers 464 Following Bluesky: @1byte.io employer: EMQ (https://t.co/HmU7QnbuWy) Past: - TapTap/XD (head of TDS) - LeanCloud (founder) - AVOS China (GM) - Google (SWE) - Yale (Ph.D.)
xAI @xai
1.8M Followers 38 Following
dXqwq @dXqwq_Official
1K Followers 159 Following THU25 / Competitive Programming / OI / XCPC / Codeforces / ATCoder / maimaiDX No longer searching for painless suicide
Jiaqi Zhai @Lunarmony
247 Followers 140 Following In the name of the best within us. Former Distinguished Engineer, Recommendations @Meta (and before that @Google @Cornell)
Jayice @JayiceZz
631 Followers 313 Following 🚀Noob Database & Storage Engineer｜Love Photography📷｜Senior Loser｜INFJ 失败总是贯穿人生始终
春 @annaxtime
2K Followers 1K Following 一枚残次品真空罐头 | 荆棘躺者 | 一帆风顺是我们乐观的希望与祝福。 事与愿违是我们默默接受的常态。 https://t.co/vcAaUyhHbn
WizardLM @WizardLM_AI
13K Followers 682 Following WizardLM, WizardCoder, WizardMath. Evol-Instruct, Arena Learning, RLEIF.
Pengjie Ren @jayren3
380 Followers 302 Following Professor at Shandong University working on NLP and IR.
qtmuniao @qtmuniao
1K Followers 109 Following 分布式系统、数据处理、数据库、存储、AI 系统 DDIA 逐章精读: https://t.co/gmiStXspVq 分布式数据库论坛: https://t.co/LWlz4giAE4 大规模数据系统专栏：https://t.co/afbYViwUSo
hyd @hydantess1993
1K Followers 544 Following
BBC News 中文 @bbcchinese
5.1M Followers 73 Following This is the official account of BBC News Chinese, the @BBC's Chinese language news service. 这是 BBC News 中文 的正式账户。
小島みなこ 🏳�... @MinakoOikawa
9K Followers 6K Following Yet another Dev Rel / 空手道應酬 / Xoogler / OIer / Cosplay / My views / HRT since 2022.11.12Trends for United States
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