emily mcmilin @micmylin
Research Scientist at Meta and Independent Researcher focusing on Causal Inference & Language Modeling. linkedin.com/in/emilymcmili… Joined December 2008-
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Our research showing how task underspecification can cause spurious correlations & hallucinations, from BERT to GPT-3.5 is now available as AAAI 24 proceedings: ojs.aaai.org/index.php/AAAI… Video: underline.io/lecture/92119-… Arxiv extended to GPT-4 Turbo Preview: arxiv.org/abs/2210.00131
Full house++ at the Causal Parrots workshop at #AAAI24 llmcp.cause-lab.net/llmcp
Now accepted at #AAAI24. I started single author, indie research as a ~jr SWE, recently transitioned from hardware engineering. Learned so much along the way, with help from MLC's @savvyRL & @jasonyo, Cohere4AI's @oohaijen & @sarahookr, HF's @SashaMTL and anon peers. Grateful.
Thanks for sharing! One version of the data can be found on hugging face: huggingface.co/datasets/youtu… Here is an example notebook of how to scrape a Youtube channel for original vs. corrections: github.com/2dot71mily/you…
Thanks for sharing! One version of the data can be found on hugging face: huggingface.co/datasets/youtu… Here is an example notebook of how to scrape a Youtube channel for original vs. corrections: github.com/2dot71mily/you…
The devil is in the details. I summarize some of the design choices of RLHF based on earlier work it builds off on. amy12xx.github.io/rlhf.html
Last year I said "a year == 5⃣ research jams." Well this year we made it to 7⃣! Join tomorrow's jam #12: last one of the year! Featuring speakers @_stevenkolawole @micmylin @samgreydanus @Chaarangan Find schedule and Zoom link on this page: mlcollective.org/research-jam-1…
Last year I said "a year == 5⃣ research jams." Well this year we made it to 7⃣! Join tomorrow's jam #12: last one of the year! Featuring speakers @_stevenkolawole @micmylin @samgreydanus @Chaarangan Find schedule and Zoom link on this page: mlcollective.org/research-jam-1… https://t.co/LRlGmYY1vF
Sara Hooker @sarahookr
39K Followers 7K Following I lead @CohereForAI. Formerly Research @Google Brain @GoogleDeepmind. ML Efficiency at scale, LLMs, @trustworthy_ml. Changing spaces where breakthroughs happen.Rosanne Liu @savvyRL
33K Followers 968 Following Cofounded & running @ml_collective. Host of Deep Learning Classics & Trends. Research at Google DeepMind. DEI/DIA Chair of ICLR & NeurIPS. Writing https://t.co/IbycyGfnDRCohere For AI @CohereForAI
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1 Followers 5K FollowingRamya Srinivasan @pepy_7
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1K Followers 2K Following Founder - https://t.co/rmc2uywaIp Youtube - https://t.co/7UTfrP1GJtLuann @tucker_luann86
130 Followers 3K FollowingLuna @teareesl72827
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83 Followers 58 Following Guitarist, footballer, basketballer, liverpool supporter, prospective engineerAlireza Farhadi @AlirezaTCS
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2K Followers 1K Following Ranked as Top Ten Data Scientists in India 2020 | Ranked as Top ten women data scientist in 2021 (India)| Ranked Top AI leader in 2021|Keynote SpeakerYann LeCun @ylecun
712K Followers 719 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.Sara Hooker @sarahookr
39K Followers 7K Following I lead @CohereForAI. Formerly Research @Google Brain @GoogleDeepmind. ML Efficiency at scale, LLMs, @trustworthy_ml. Changing spaces where breakthroughs happen.François Chollet @fchollet
470K Followers 769 Following Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.Rosanne Liu @savvyRL
33K Followers 968 Following Cofounded & running @ml_collective. Host of Deep Learning Classics & Trends. Research at Google DeepMind. DEI/DIA Chair of ICLR & NeurIPS. Writing https://t.co/IbycyGfnDRJim Fan @DrJimFan
229K Followers 3K Following @NVIDIA Sr. Research Manager & Lead of Embodied AI (GEAR Lab). Creating foundation models for Humanoid Robots & Gaming. @Stanford Ph.D. @OpenAI's first intern.Cohere For AI @CohereForAI
15K Followers 177 Following We are a research lab and open science initiative that seeks to solve complex machine learning problems. Join us in exploring the unknown, together.Google DeepMind @GoogleDeepMind
944K Followers 275 Following We’re a team of scientists, engineers, ethicists and more, committed to solving intelligence, to advance science and benefit humanity.Pablo Samuel Castro @pcastr
10K Followers 813 Following Señor swesearcher @ Google DeepMind. Adjunct prof @ U de Montreal & Mila. Musician. From 🇪🇨 living in 🇨🇦.AK @_akhaliq
310K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo follow on Hugging Face: https://t.co/q2Qoey80GxAndrej Karpathy @karpathy
980K Followers 905 Following 🧑🍳. Previously Director of AI @ Tesla, founding team @ OpenAI, CS231n/PhD @ Stanford. I like to train large deep neural nets 🧠🤖💥Sebastian Raschka @rasbt
267K Followers 906 Following Machine learning & AI researcher writing at https://t.co/A0tXWzG1p5. LLM research engineer @LightningAI. Previously stats professor at UW-Madison.Maggie Makar @Maggiemakar
4K Followers 628 Following Assistant prof @umichcse. Previously @MIT_CSAIL. Machine learning. Causal models. Healthcare. Swimming. @[email protected] Opinions are my own.Grant Sanderson @3blue1brown
365K Followers 362 Following Pi creature caretaker. Contact/faq: https://t.co/brZwdQfdifSean J. Taylor @seanjtaylor
46K Followers 4K Following Building @MotifAnalytics. Formerly @Lyft and @Facebook. Keywords: Experiments, Causal Inference, Statistics, Machine Learning, Economics.Kevin Patrick Murphy @sirbayes
42K Followers 334 Following Research Scientist at Google Brain / Deepmind. Interested in Bayesian Machine Learning.elvis @omarsar0
189K Followers 486 Following Building with LLMs @dair_ai • Prev: Meta AI, Galactica LLM, PapersWithCode, Elastic, PhD • Creator of the Prompting Guide (~4M learners)Christopher Manning @chrmanning
127K Followers 116 Following Director, @StanfordAILab. Assoc. Director, @StanfordHAI. Founder, @stanfordnlp. Prof. CS & Linguistics, @Stanford. IP @aixventureshq. 🇦🇺 Do #NLProc & #AI. 👋Sasha Luccioni, PhD �.. @SashaMTL
19K Followers 4K Following AI & Climate @HuggingFace, Board Member of @WiMLworkshop and @ClimateChangeAI. @techreview 35 Innovators under 35, @TEDTalks speaker. She/her/Dr/ 🦋Irina Rish @irinarish
9K Followers 994 Following prof UdeM/Mila; Canada Excellence Research Chair; AAI Lab head https://t.co/UzlrC7ZrGF; INCITE project PI https://t.co/0rV7szd7rH; CSO https://t.co/XDhj6MEtUjBrian Chau @psychosort
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2K Followers 41 Following Making GPUs go brrrr @augmentcode 🤖 Past: Research Scientist at Google Brain 🧠 IMO Silver Medalist 🥈 waiting for LLMs to beat me. Tweets are my own opinions.Augment @augmentcode
647 Followers 8 Following Augment's expert understanding of your codebase and dependencies removes the toil in your day, so you experience the joy of coding.Markus Zimmermann @zimmskal
603 Followers 800 Following Autonomously generating your unit tests as CTO and Founder at SymflowerBaptiste Rozière @b_roziere
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331 Followers 101 Following The 1st International Workshop on Large Language Models for Code Co-located with @ICSEconf 2024Wing Lian (caseus) @winglian
9K Followers 2K Following @axolotl_ai OSS maintainer. Axolotl AI founder. AI/ML tinkerer. Building tools for everyone.Simran Arora @simran_s_arora
2K Followers 212 Following CS PhD student at @StanfordAILab @hazyresearchSubbarao Kambhampati .. @rao2z
16K Followers 29 Following AI researcher & teacher @SCAI_ASU. Works on Human-Aware AI. Former President of @RealAAAI; Chair of @AAAS Sec T. Here to tweach #AI. YouTube Ch: https://t.co/4beUPOmMW6Mike Lewis @ml_perception
6K Followers 227 Following Llama3 pre-training lead. Partially to blame for things like the Cicero Diplomacy bot, BART, RoBERTa, kNN-LM, top-k sampling & Deal Or No Deal.Rowan Cheung @rowancheung
497K Followers 377 Following Founder @therundownai. Sharing the latest developments in the world of artificial intelligence.Jonathan Frankle @jefrankle
16K Followers 684 Following Chief Scientist, Neural Networks @Databricks via MosaicML. PhD @MIT_CSAIL. BS/MS @PrincetonCS. DC area native. Making AI efficient for everyone at @DbrxMosaicAISouradip Chakraborty @SOURADIPCHAKR18
1K Followers 5K Following Ph.D. student, Univ. of Maryland @umdcs Past : #Walmart Labs, MS #IndianStatisticalInstitute #GDE #ML #Statistical #RL #Bayesian #Generalisation #DeepLearningDavid Hall @dlwh
2K Followers 1K Following Research Engineering Lead at @StanfordCRFM . Previously co-founder at Semantic Machines ⟶ MSFT. Lead developer of Levanter, Breeze. he/him @[email protected]Alessio Fanelli @FanaHOVA
5K Followers 991 Following Cohost @latentspacepod | Partner & CTO @decibelvc | OSS: https://t.co/u4J6NVksoL | Writing: https://t.co/H7iEpzgxWQLDJ @ldjconfirmed
5K Followers 200 Following e/λ Currently: Working on something new Prev: @NousResearch @TTSLabsAI DM for business/consulting or interesting conversations.Parth Thakkar @parth007_96
2K Followers 2K Following @Meta | Previously @IllinoisCS @MSFTResearch @IBMResearch | LLMs + codeIan Osband @IanOsband
8K Followers 365 Following Research scientist at OpenAI working on decision making under uncertainty.Alex Havrilla @Dahoas1
1K Followers 501 Following Georgia Tech ML Researcher studying neural network learning theory and LLMs for mathematical reasoning. Intern at FAIR, MSFT Research. Co-founder of CarperAI.Kyunghyun Cho @kchonyc
61K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre PC at @nyuniversity (@CILVRatNYU) & @genentech (@PrescientDesign).Rafael Rafailov @rm_rafailov
3K Followers 637 Following Ph.D. Student at @StanfordAILab. I work on Foundation Models and Decision Making. Previously @GoogleDeepMind @UCBerkeleyDevendra Singh Dhami .. @devendratweetin
420 Followers 108 Following Asst. Prof. @TUeindhoven | CAUSE lab(https://t.co/ybG2H2KaRK) | Proud Pahadi | Ex-Polydactylyic. 🇮🇳 🇺🇸 🇩🇪🇳🇱Abdelrahman Zayed @AbdelZayed1
100 Followers 245 Following Ph.D. candidate in @Mila_Quebec working on fairness in NLPScott Mueller @smueller
435 Followers 207 Following UCLA CS PhD student, obsessed with Causality, UCode founder, father of 2 kidsSarah Eli Judd (they) @SarahEJudd
2K Followers 5K Following Passionate about CSEd. Curriculum Manager @codeorg (views my own). Formerly @AI4AllOrg, Google #CSFirst, @GirlsWhoCode. Taught Grs 2-10.Charles Sutton @RandomlyWalking
17K Followers 1K Following Research scientist @GoogleAI / Previously academic @InfAtEd / Deep learning to help people write code. / @[email protected] / ❤️s:🐱🐶☕️🍕Connor Shorten @CShorten30
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19K Followers 625 Following Member of the technical staff @ Anthropic. Most (in)famous for inventing diffusion models. AI + physics + neuroscience + dynamics.Volodymyr Kuleshov �.. @volokuleshov
8K Followers 998 Following AI Researcher. Prof @Cornell & @Cornell_Tech. Co-Founder @afreshai. PhD @Stanford.Michael Nielsen @michael_nielsen
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27K Followers 297 Following Professor of linguistics and professor of computer science at Stanford and author of the James Beard award finalist "The Language of Food"Joaquin Quiñonero Ca.. @jquinonero
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15K Followers 748 Following Open source LLMs and interpretability research at @BoozAllen and @AiEleuther. My employers disown my tweets. She/herBeyang @beyang
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4K Followers 37 Following Open-source speech @huggingface 🤗. Previously Masters' at @Cambridge_Uni.Interconnects @interconnectsai
2K Followers 1 Following What you need to know about AI research trends, from @natolambert Wednesday mornings weekly, sometimes extra posts.Michael Pyrcz🌻 @GeostatsGuy
23K Followers 342 Following #Professor @UTAustin @CockrellSchool @txgeosciences @daytum_io #Ukrainian #Canadian #geostatistics #DataAnalytics #DataScience #MachineLearning #author #fathernever thought i'd be featured in the financial times, but if i am going to be featured, i'm glad it's because of my crazy commute! 😂 ft.com/content/26b552…
Personal Update: I’m thrilled to share that I've joined as a Research Engineer on the phenomenal team led by @sarahookr at @CohereForAI !!!💙😍 Still can’t believe I finally get to pursue research “full-time” 🪄
We've been in the kitchen cooking 🔥 Excited to release the first @AIatMeta LLama-3 8B with a context length of over 1M on @huggingface - coming off of the 160K context length model we released on Friday! A huge thank you to @CrusoeEnergy for sponsoring the compute. Let us know…
DPO, IPO, KTO or CPO? What should you use for RLAIF? 🤔 A new paper compares the performance across three distinct scenarios: (1) keeping the Supervised Fine-Tuning (SFT) part, (2) skipping the SFT part, and (3) skipping the SFT part and utilizing an instruction-tuned model.…
I made this last weekend to experiment w/ building an app end to end on LLMs: vibecheck.market It's like Wirecutter, but uses an LLM to recommend product choices based on reddit conversations and reviews, so you don't have to spend 20-30min reading reddit My experience:…
Yesterday I gave an overview of the LLM alignment landscape at the @zurichnlp meetup - thank you @AlekFicek and @FlorianCaesar for hosting me 🤗! Here's the slides from the talk: docs.google.com/presentation/d…
Llama 3 extended to almost 100,000-token context! ✅ By Combining PoSE and continuing pre-training on Llama 3 8B base for 300M tokens, the community (@winglian) managed to extend the context from 8k to 64k. 🚀 Applying rope scaling afterward led to a supported context window of…
#DSPy week continues with answers to some great question from some followers (I read every comment) motivated this video... What's the topic? a Gentle (Conceptual) Introduction to DSPy (@stanfordnlp , @lateinteraction) This is a departure from all #DSPy content so far and I…
📢 Only 10 days left to apply to the Lisbon Machine Learning School in July. Check out our fantastic lineup of speakers 👇 🔗 for more information: lxmls.it.pt/2024/ 🔗 to apply: tinyurl.com/288raakv #LxMLS #MachineLearning #NLP
📢 We are delighted to announce that the 14th Lisbon Machine Learning Summer School will take place from the 11th to 17th of July 2024 @istecnico 🔗 for more information: lxmls.it.pt/2024/ 🔗 to apply: tinyurl.com/288raakv Deadline to apply: 26th April
Geiger et al at Stanford NLP have done a lot of work discerning causal structures from LMs - their work provides evidence for a "heirarchical then semantic" flow in models like BeRT arxiv.org/abs/2303.02536
We now have our first invited keynote by @b_roziere “Code Llama: Open Foundation Models for Code” 🦙
The slides for "Code Llama: Open Foundation Models for Code" by @b_roziere are available at llm4code.github.io/slides/CodeLla… which introduces the Code Llama series 🔥!
Did you miss our #LLM4Code workshop? 🤗No worries, the slides of the two keynote talks are online at llm4code.github.io/speakers/! A thread:
The slides for "Open Large Language Models for Code" by @LoubnaBenAllal1 are available at: llm4code.github.io/slides/BigCode… which covers the making of StarCoder and StarCoder2 💫!
I'm up to 96k context for Llama 3 8B. Using PoSE, we did continued pre-training of the base model w 300M tokens to extend the context length to 64k. From there we increased the RoPE theta to further attempt to extend the context length. 🧵
Excited to share our work at @GoogleDeepMind! We propose Naturalized Execution Tuning (NExT), a self-training method that drastically improves the LLM's ability to reason about code execution, by learning to inspect execution traces and generate chain-of-thought rationales 🧵👇
I am grateful for the support from my wife, who kept our energetic baby occupied when daddy had to code. Now that Augment helps with coding, hopefully I won't come in short on my daddy responsibility 😁
One year ago, I left Google Brain (now DeepMind) to join a very early startup. We had fewer than 10 people at that time, and have grown many times since. Today, I am extremely proud to share our milestone. We are Augment. You can read about us here. techcrunch.com/2024/04/24/eri…
some random paper some guy wrote about scaling laws vs model architectures: arxiv.org/abs/2207.10551
3. Small advantages compound. This is why UK Nobel Prize winners are 2x as likely to be born in September. It's not the genes - just the small headstart of being developmentally a bit ahead is very potent academically.