Linqing Liu @likicode
Applied AI @Databricks | PhD @ucl_nlp | ex-Research Scientist intern @GoogleDeepMind @SFResearch Joined October 2015-
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Good post from @balajis on the "verification gap". You could see it as there being two modes in creation. Borrowing GAN terminology: 1) generation and 2) discrimination. e.g. painting - you make a brush stroke (1) and then you look for a while to see if you improved the…
Good post from @balajis on the "verification gap". You could see it as there being two modes in creation. Borrowing GAN terminology: 1) generation and 2) discrimination. e.g. painting - you make a brush stroke (1) and then you look for a while to see if you improved the…
Thrilled to kick off the Gemini 2.0 era with Gemini 2.0 Flash, an update to our workhorse model that outperforms even 1.5 Pro at twice the speed. It has really great multilingual skills, and can natively call tools, like Google Search. It’s the first release in the Gemini 2.0…
The world model is taking shape... 🌐
The world model is taking shape... 🌐
Evaluating LLMs in enterprise domains can be challenging. In this post, we share how our applied AI team synthesized high-quality code tests for specific libraries to enhance system performance. Joint work with MatthewHayes @matei_zaharia @ritendra!
Evaluating LLMs in enterprise domains can be challenging. In this post, we share how our applied AI team synthesized high-quality code tests for specific libraries to enhance system performance. Joint work with MatthewHayes @matei_zaharia @ritendra!
We are thrilled to announce the milestone release of SGLang Runtime v0.2, featuring significant inference optimizations after months of hard work. It achieves up to 2.1x higher throughput compared to TRT-LLM and up to 3.8x higher throughput compared to vLLM. It consistently…
Character AI is serving 20,000 QPS. Here are the technologies we use to serve hyper-efficiently. [research.character.ai/optimizing-inf… ]
Excited to work on this code autocompletion model that supercharge your coding experience!
Excited to work on this code autocompletion model that supercharge your coding experience!
Official now, very proud of the team! Apache 2.0 and instructed versions for your pleasure, available today on la Plateforme mistral.ai/news/mixtral-8…
magnet:?xt=urn:btih:9238b09245d0d8cd915be09927769d5f7584c1c9&dn=mixtral-8x22b&tr=udp%3A%2F%2Fopen.demonii.com%3A1337%2Fannounce&tr=http%3A%2F%https://t.co/OdtBUsbeV5%3A1337%2Fannounce
Today we released an open source model, DBRX, that beats all previous open source models on the standard benchmarks. The model itself is a Mixture of Experts (MoE), that's roughly twice the brains (132B) but half the cost (36B) of Llama2-70B. Making it both smart and cheap. Since…
At Databricks, we've built an awesome model training and tuning stack. We now used it to release DBRX, the best open source LLM on standard benchmarks to date, exceeding GPT-3.5 while running 2x faster than Llama-70B. databricks.com/blog/introduci…
Meet DBRX, a new sota open llm from @databricks. It's a 132B MoE with 36B active params trained from scratch on 12T tokens. It sets a new bar on all the standard benchmarks, and - as an MoE - inference is blazingly fast. Simply put, it's the model your data has been waiting for.
Announcing Mixtral 8x7B mistral.ai/news/mixtral-o… and our early developer platform mistral.ai/news/la-platef…. Very proud of the team!
Very excited to share our latest work: 🤔 Which Prompts Make The Difference? Data Prioritization For Efficient Human LLM Evaluation w/ @eddotman, @beyzaermis, @mziizm, @sarahookr 🔗: arxiv.org/abs/2310.14424
📢The costs for training (L)LMs skyrocketed 🚀 in recent years, motivating efficient training algorithms. However, when pre-training BERT and T5 models with a fixed compute budget, we find their gains vanish compared to a baseline with a fully-decayed learning rate! 1/5
If you want to move past the AI hype and learn some real fundamental basics behind today's learning algorithms there's no better choice than MacKay's "Information Theory, Inference and Learning Algorithms". You can read the book for free on the official website:…
For anyone who’s interested, here is the code github.com/bazingagin/npc…. btw, I’m the author of the paper and thanks @LukeGessler for digging my paper out of that many ACL papers lol 😂
For anyone who’s interested, here is the code github.com/bazingagin/npc…. btw, I’m the author of the paper and thanks @LukeGessler for digging my paper out of that many ACL papers lol 😂
That's a wrap! The Waterloo (@UWCheritonCS) team had fun attending the ACL 2023 Conference in Toronto, Canada! #ACL2023NLP 🇨🇦 We would like to congratulate @ralph_tang @likicode @ZhiyingJ @lintool et al. for winning the Best Paper Award at ACL 2023!!🏆 Next stop is SIGIR 2023.
Finally launched x.ai! The mathematics of deep learning is profound, beautiful, and unreasonably effective. Developing the "theory of everything" for large neural networks will be central to taking AI to the next level. Conversely, this AI will enable everyone…

Akari Asai @AkariAsai
19K Followers 870 Following Incoming Assistant Professor @SCSatCMU & research scientist @allen_ai. akariasai @ 🦋
Yuxiang (Jimmy) Wu @YuxiangJWu
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Bill Yuchen Lin @billyuchenlin
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Pasquale Minervini @PMinervini
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Yao Fu @Francis_YAO_
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Weijia Shi @WeijiaShi2
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Sebastian Riedel (@ri... @riedelcastro
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Jimmy Lin @lintool
15K Followers 843 Following I profess CS-ly at @UWaterloo about NLP/IR/LLM-ish things. I science at @yupp_ai and @Primal. Previously, I monkeyed code for @Twitter and slides for @Cloudera.
Shayne Longpre @ShayneRedford
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Ofir Press @OfirPress
15K Followers 7K Following I build tough benchmarks for LMs and then I get the LMs to solve them. SWE-bench & SWE-agent. Postdoc @Princeton. PhD @nlpnoah @UW.
Yizhong Wang @yizhongwyz
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Victor Zhong @hllo_wrld
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Leshem (Legend) Chosh... @LChoshen
5K Followers 636 Following 🥇 LLMs together (co-created model merging, BabyLM, https://t.co/MzhDgAjfxQ) 🥈 Spreading science over hype in #ML & #NLP Proud shareLM💬 Donor @IBMResearch & @MI
Xin Eric Wang @xwang_lk
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Patrick Lewis @PSH_Lewis
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Vivek Gupta @keviv9
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Sourik @Sourik24
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BitBoss | Curious Min... @imbitboss
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Aman @beingamanFF
141 Followers 578 Following Ex DS Intern @infoedge | 21 | Final @iitroorkee | core team member @vlgiitr & @acmiitr
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Richard Hahn @lumakick
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Kevin Han Huang @KevinHanHuang1
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Chen Qian @ChenMoneyQ
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Lily Rowe @LilyRowe320431
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Fushan Li @li_fushan
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Cactus Cheung @CactusCheu35878
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Yue @yuezhang2455
4 Followers 169 Following LLM inference @LinkedIn, ex-Anyscale, ex-Nuro. CUDA kernel optimizations
Nathan Sundararajan @SqlNathan
654 Followers 353 Following Databricks, Fabric, Pyspark, Python, Machine learning , AI,Powerbi, Delta lake.
Divyanshu Aggarwal @divyanshuaggarw
130 Followers 1K Following Research Fellow at @MSFTResearch | ex @AmericanExpress AI Labs | @dtu_delhi Alum
whl @whl63877236
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Mrinal Kumar @mrnl786
251 Followers 7K Following We must do what we have to do so we can do what we want to do.
武藤扬志 @JACKZJGJ
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Larry Li @Larrylaiyu
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Xiongjie Dai @XiongjieDai
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followneee @followneee
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zhoutsing @zhoutsing
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我喜欢btc @ens112233
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Christine Lee @christinelsx419
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Morven Liu @mvnrliu
4 Followers 39 Following
BlueBadgeWho @anonymous19151
71 Followers 1K Following Trying to go viral without the blue badge. Send help (and retweets). Can I get to 100K followers like ever? Not an AI👤
Sabs @LeSabs
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Aditya Jethani @okaditya84
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Raj Kumar @tensortradez
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maharshi @mrsiipa
41K Followers 865 Following ml perf @fal - learning deeply about life one gradient step at a time - personal blog: https://t.co/TYdFfUBImf
10Kpapers @10Kpapers
7 Followers 583 Following 每日速读llm论文📚 争取实现一万篇论文笔记计划⭐️(https://t.co/N9oC8xYhf3);正在制作一门免费的llm入门视频课程 《LLM101: 一起入门大语言模型》,课件pdf和相关代码都开源
Jiuhai Chen @JiuhaiC
675 Followers 2K Following CS Phd student @ UMD Ex-intern @Meta @Microsoft @Amazon On the industry job market
Giuseppe Sartori @GiuseppeSarto19
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Michael Shatalov @Mikael_Shatalov
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Lucid @EnlightenMe_Red
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Abhinav Gupta @backpropper
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Angela Linda @AngelaLind9200
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Jason Wei @_jasonwei
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Akari Asai @AkariAsai
19K Followers 870 Following Incoming Assistant Professor @SCSatCMU & research scientist @allen_ai. akariasai @ 🦋
Aran Komatsuzaki @arankomatsuzaki
146K Followers 305 Following Looking for a cofounder. Sharing AI research. Early work on AI (GPT-J, LAION, scaling, MoE). Ex ML PhD (GT) & Google.
Yi Tay @YiTayML
47K Followers 82 Following research scientist @googledeepmind ✨♊, model co-lead/captain of gemini deepthink imo gold medal 🥇, opinions are my own.
Sewon Min @sewon__min
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40K Followers 710 Following Associate professor @LTIatCMU. Co-founder/chief scientist @allhands_ai. I mostly work on modeling language.
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Andrej Karpathy @karpathy
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Bill Yuchen Lin @billyuchenlin
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Pasquale Minervini @PMinervini
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Sam Bowman @sleepinyourhat
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elvis @omarsar0
266K Followers 680 Following Building with AI agents @dair_ai • Prev: Meta AI, Galactica LLM, Elastic, PaperswithCode, PhD • I share insights on how to build with AI Agents ↓
Weijia Shi @WeijiaShi2
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Barret Zoph @barret_zoph
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Kevin Lu @_kevinlu
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Alex Trott @alexrtrott
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Sarah Wang @sarahdingwang
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John Carmack @ID_AA_Carmack
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Chris Olah @ch402
123K Followers 182 Following Reverse engineering neural networks at @AnthropicAI. Previously @distillpub, OpenAI Clarity Team, Google Brain. Personal account.
DSPy @DSPyOSS
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Ion Stoica @istoica05
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Junda Chen @Junda_Chen_
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Horace He @cHHillee
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972K Followers 0 Following Unravel the mystery of AGI with curiosity. Answer the essential question with long-termism.
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Shengjia Zhao @shengjia_zhao
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maharshi @mrsiipa
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Fuzhao Xue (Frio) @XueFz
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Jack Parker-Holder @jparkerholder
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akbir. @akbirkhan
2K Followers 1K Following
Binyuan Hui @huybery
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Pavel Izmailov @Pavel_Izmailov
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Abhinav Gupta @backpropper
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Jakob Foerster @j_foerst
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lmarena.ai @arena
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Summer Yue @summeryue0
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Alex Gu @minimario1729
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James Lucas @JamesLucasIT
737K Followers 8K Following Beauty is truth, truth beauty; that is all ye know on earth, and all ye need to know.
Richard He Bai @richard_baihe
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Durk Kingma @dpkingma
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Data Logic Hub @techtonic190427
4K Followers 1K Following Built for the tech community, 100% free. Your feedback helps make it even better! CODE: https://t.co/RzaeQ147EW FREE TEST: https://t.co/zYvmHpMhf0