Rishabh Tiwari @rish2k1
RS Intern @Meta | CS PhD @UCBerkeley | Ex-@GoogleAI | Research area: Efficient and robust AI systems rishabhtiwari.org Berkeley, CA Joined May 2019-
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Feel like I'm taking crazy pills. We are just back at step one. Don’t store KV cache, just recompute it.
Feel like I'm taking crazy pills. We are just back at step one. Don’t store KV cache, just recompute it.
Can we break the memory wall for LLM inference via KV cache rematerialization? 🚨 Introducing XQuant, which leverages underutilized compute units to eliminate the memory bottleneck for LLM inference! • 10–12.5x memory savings vs. FP16 • Near-zero accuracy loss • Beats…
Heading to @COLM_conf in Montreal? So is @WiMLworkshop! 🎉 We are organizing our first ever event at #CoLM2025 and we want you to choose the format! What excites you the most? Have a different idea? Let us know in the replies! 👇 RT to spread the word! ⏩
How does prompt optimization compare to RL algos like GRPO? GRPO needs 1000s of rollouts, but humans can learn from a few trials—by reflecting on what worked & what didn't. Meet GEPA: a reflective prompt optimizer that can outperform GRPO by up to 20% with 35x fewer rollouts!🧵
Meows, music, murmurs and more! We train a general purpose audio encoder and open source the code, checkpoints and evaluation toolkit.
Meows, music, murmurs and more! We train a general purpose audio encoder and open source the code, checkpoints and evaluation toolkit.
If you are at ICML this year, make sure to catch @rish2k1 at the Efficient Systems for Foundation Models Workshop at east exhibition hall A to learn more about our work on accelerating test-time scaling methods to achieve better latency/accuracy tradeoffs!
If you are at ICML this year, make sure to catch @rish2k1 at the Efficient Systems for Foundation Models Workshop at east exhibition hall A to learn more about our work on accelerating test-time scaling methods to achieve better latency/accuracy tradeoffs!
Really interesting work by my friend @Harman26Singh on making reward models more robust, effectively reducing reliance on spurious attributes
Really interesting work by my friend @Harman26Singh on making reward models more robust, effectively reducing reliance on spurious attributes
If you had 15min to tell thousands of Berkeley CS/Data/Stats grads what to do with their lives, what would you say? Last Thursday I told them to RUN AT FAILURE. Afterwards, while we were shaking hands & taking selfies, hundreds of them told me that they are excited to go fail. I…
Excited to share that our paper Quantspec has been accepted to #ICML2025! Huge thanks to my collaborators! Paper: arxiv.org/abs/2502.10424
Excited to share that our paper Quantspec has been accepted to #ICML2025! Huge thanks to my collaborators! Paper: arxiv.org/abs/2502.10424
Checkout our new paper 🚀: “Why Do Multi-Agent LLM Systems Fail?” Paper link: arxiv.org/abs/2503.13657… Code: github.com/multi-agent-sy… Website: sites.google.com/berkeley.edu/m… 1/n
1/6❓Can robots learn to play competitive sports by observing expert human players? 🚨Introducing LATTE-MV, a scalable 3D reconstruction system that⚙️800+ hrs of Youtube videos to create the largest 3D 🏓TT dataset! ✅27 hrs of gameplay | 73k exchanges 🌐sastry-group.github.io/LATTE-MV/
So much discussion about LLMs changing software dev - our award winning CHI paper shows how LLMs are transforming the precursor step – software prototyping. LLMs are breaking silos and dramatically reshaping the roles and collaboration of PM, UX, and developers. 1/
Why Do Multi-Agent LLM Systems “still” Fail? A new study explores why Multi Agent Systems are not significantly outperforming single-agent. The study identifies 14 failure modes multi-agent system. Multi-agent system (MAS) are agents that interact, communicate, and collaborate to…
🧵Introducing LangProBe: the first benchmark testing where and how composing LLMs into language programs affects cost-quality tradeoffs! We find that, on avg across diverse tasks, smaller models within optimized programs beat calls to larger models at a fraction of the cost.
pearollalong @pearollalong
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Treeado @Treeado5792
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PenelopeDaniell @1ma1ny0hXM3gAJh
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Lenora @N7mup6AcrccGv2
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Joel Washington @joelwashington
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Pasha @pashakho
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sigchill @nishitmengar
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Jinghua Zhong @zhongjinghua
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Mr. Jack Tung @MrJackTung
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KING JAMES @KING_JAMES_120
6 Followers 939 Following Matthew 6:33 The Key to success is to Put God First.
Sahajpreet Singh @Phy_Shro
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Johan Obando-Ceron �... @johanobandoc
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Paria Rashidinejad @paria_rd
166 Followers 296 Following Assistant Professor @USC ⠀ ⠀ ⠀ ⠀ ⠀ ⠀ ⠀ ⠀ ⠀ ⠀ ⠀ ⠀ Research Scientist @AIatMeta FAIR, GenAI⠀ ⠀ ⠀⠀ ⠀ ⠀ PhD @berkeley_ai @CHAI_Berkeley
Ajay Jain @ajayj_
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Igor Carron @IgorCarron
5K Followers 6K Following CEO https://t.co/b9fz6WvhTx @LightOnIO Paris Machine Learning Meetup (8200+) @ParisMLGroup https://t.co/jY1eeMkqJE (10M+ pageviews) @NuitBlog Rocket Scientist
Mimansa Jaiswal @MimansaJ
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Ankur Bohra @AnkurBohra9
44 Followers 4K Following
Kirti Vardhan bhushan @Vati7t357
0 Followers 7 Following
Arvindh Arun @arvindh__a
243 Followers 573 Following jack of some, trying to be master of one. @ELLISforEurope @MPI_IS PhDing @Uni_stuttgart @EdinburghUni
Akshit @akshitwt
3K Followers 663 Following assessing ai capabilities. soon: ml grad @cambridge_uni. previously @precogatiiith, @iiit_hyderabad. futurebound.
Stephane Kasriel @skasriel
23K Followers 3K Following VP at Meta FAIR, Meta Fundamental AI Research. Follow us at @aiatmeta.
Samra (Sam) @Sam14_irshad
28 Followers 736 Following PhD candidate @ Kyung Hee University —Trying to find sweet spots.
T Y S S Santosh @TYSSSantosh2
251 Followers 533 Following Chair@WiNLP, SRW-AACL, Communications@ARR (24-), Amazon AGI - Speech & Audio PhD@TU Munich, CS@IITKGP; Prev Adobe, Amazon, JPMC, Microsoft
Chinmay Nautiyal @ChinmayNautiyal
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Deven Grimes @DevenGrime93443
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Vincent Weisser @vincentweisser
24K Followers 4K Following @primeintellect ceo / open superintelligence + infra
Susan Zhang @suchenzang
33K Followers 646 Following @ Google Deepmind. Past: @MetaAI, @OpenAI, @unitygames, @losalamosnatlab, @Princeton etc. Always hungry for intelligence.
Rishabh Agarwal @agarwl_
17K Followers 791 Following Reinforcement Learner, Adjunct Prof at McGill. Ex MSL Meta, DeepMind, Brain, Mila, IIT Bombay. NeurIPS Best Paper
Lucas Beyer (bl16) @giffmana
108K Followers 518 Following Researcher (now: Meta. ex: OpenAI, DeepMind, Brain, RWTH Aachen), Gamer, Hacker, Belgian. Anon feedback: https://t.co/xe2XUqkKit ✗DMs → email
Sheng Shen @shengs1123
2K Followers 551 Following @xAI | Prev. 🦙MetaAi; MSFTResearch, allen_ai, GoogleDeepMind; PhD @berkeley_ai
Alex Dimakis @AlexGDimakis
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Stephane Kasriel @skasriel
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Ahmad Beirami @abeirami
10K Followers 4K Following sth new // ex Gemini RL+Inference @GoogleDeepMind // Chat AI @Meta // RL Agents @EA // ML+Information Theory @MIT+@Harvard+@GeorgiaTech // زن زندگی آزادی
Max Verstappen @Max33Verstappen
4.0M Followers 301 Following F1 World Champion @redbullracing | Keep Pushing the limits 🦁
Christopher Manning @chrmanning
151K Followers 228 Following Director, @StanfordAILab. Assoc. Director, @StanfordHAI. Founder, @stanfordnlp. Prof. CS & Linguistics, @Stanford. IP @aixventureshq. 🇦🇺 Do #NLProc & #AI. 👋
Stanford NLP Group @stanfordnlp
171K Followers 295 Following Computational Linguists—Natural Language—Machine Learning @chrmanning @jurafsky @percyliang @ChrisGPotts @tatsu_hashimoto @MonicaSLam @Diyi_Yang @StanfordAILab
Hugging Face @huggingface
560K Followers 208 Following The AI community building the future. https://t.co/VkRPD0Vclr
Lilian Weng @lilianweng
163K Followers 166 Following Co-founder of Thinking Machines Lab @thinkymachines; Ex-VP, AI Safety & robotics, applied research @OpenAI; Author of Lil'Log
Ludwig Schmidt @lschmidt3
6K Followers 426 Following Assistant professor at @Stanford and member of the technical staff at @AnthropicAI.
Laude Institute @LaudeInstitute
2K Followers 29 Following Laude Institute backs computer science researchers turning research into real-world impact. // @LaudeVentures
Jo Zhu Kennedy @jozhukennedy
6K Followers 2K Following startups @anthropicAI prev: @doordash @uber @a16z @ycombinator W20
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Dawn Song @dawnsongtweets
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Zeyuan Allen-Zhu, Sc.... @ZeyuanAllenZhu
20K Followers 452 Following physics of language models @ Meta (FAIR, not GenAI) 🎓：Tsinghua Physics — MIT CSAIL — Princeton/IAS 🏅：IOI x 2 — ACM-ICPC — USACO — Codejam — math MCM
Dr. S. Jaishankar @DrSJaishankar
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Sidhant Sibal @sidhant
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Justus Mattern @MatternJustus
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Harj Taggar @harjtaggar
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Pete Koomen @koomen
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Jared Friedman @snowmaker
48K Followers 713 Following founder, techno-optimist, college dropout, partner at @ycombinator.
Aaron Epstein @aaron_epstein
116K Followers 468 Following General Partner @YCombinator. Previously co-founder @CreativeMarket.
Nicolas Dessaigne @dessaigne
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Tom Blomfield @t_blom
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5K Followers 524 Following Tyler: ('old engl'); One who tiles roofs. Co-Founder of @Clever. Now Partner at @YCombinator
Aditi Khandelwal @Aditi184
451 Followers 531 Following CS PhD Student @Mila_Quebec @McGillU, advised by @sivareddyg | Ex-Microsoft Turing | IIT Delhi 2022 #NLProc #LLMs
Clive Chan @itsclivetime
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644 Followers 186 Following Training transformers and muscles @GoogleDeepMind | Previously @AdobeResearch, undergrad @iitroorkee
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