Arpit Rajauria @arpit_rajauria
Lead AI engineer at IQVIA | 🏞️ Joined November 2015-
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Transforming my pet(Rio) into a Disney cartoon character 🤩 #stablediffusion #Img2Img #aiart #InternationalDogDay
🟩➡️🟨Excel on Mac @MicrosoftHelps @msexcel
Happy New Year! Wishing everyone good health and happiness in 2022!
💡BEST. VIDEO. ALL. YEAR. Please share with friends how the mRNA vaccine works to fight the coronavirus. 📌NOTA BENE—The mRNA never interacts with your DNA 🧬. #vaccinate (Special thanks to the Vaccine Makers Project @vaccinemakers of @ChildrensPhila). #COVID19
Towards Zero-Label Language Learning Presents a training data creation procedure (UDG), which leverages few-shot prompts to synthesize high-quality training data without real human annotations. arxiv.org/abs/2109.09193
Glad to see the model (huggingface.co/tuner007/pegas…) I fine-tuned is being cited/tested in some of the recent research articles. 😃 Downloaded 400k+ times on @huggingface 🤯 arxiv.org/abs/2104.08825 owainevans.github.io/pdfs/truthfulQ… arxiv.org/pdf/2106.07704 arxiv.org/abs/2106.01064
Glad to see the model (huggingface.co/tuner007/pegas…) I fine-tuned is being cited/tested in some of the recent research articles. 😃 Downloaded 400k+ times on @huggingface 🤯 arxiv.org/abs/2104.08825 owainevans.github.io/pdfs/truthfulQ… arxiv.org/pdf/2106.07704 arxiv.org/abs/2106.01064 https://t.co/ijDTkiKurB
Excited to finally share a paper on what a huge chunk of OpenAI has been working on lately: building a series of code generation models and assessing their capabilities and societal implications. 🧵 arxiv.org/abs/2107.03374
🚨 Can language models answer who won the FIFA World Cup, or who's the president of Argentina? How can we adapt models to factual information that changes over time? 🚨 We tackle these and related questions in our latest work arxiv.org/pdf/2106.15110 1/5
Welcome, @github Copilot — the first app powered by OpenAI Codex, a new AI system that translates natural language into code. Codex will be coming to the API later this summer. copilot.github.com
Today, we’re introducing TextStyleBrush, the first self-supervised AI model that replaces text in existing images of both scenes and handwriting — in one shot — using just a single example word: ai.facebook.com/blog/ai-can-no…
Our researchers built an AI model that can learn to edit the text in any image by training on just a single word. This has huge potential in augmented reality — imagine your AR glasses doing real-time translation of the world, from street signs to handwritten notes
Ben and I have released GPT-J, 6B JAX-based Transformer LM 🥳 - Performs on par with 6.7B GPT-3 - Performs better and decodes faster than GPT-Neo - repo + colab + free web demo article: bit.ly/2TH8yl0 repo: bit.ly/3eszQ6C
Introducing BioMed Explorer, a new state-of-the-art NLP tool that expands the corpus of the COVID-19 Research Explorer (goo.gle/2SzvVt7) from CORD-19 to all of PubMed. Use BioMed Explorer to find relevant papers for complex biomedical questions at g.co/research/biome…!
The efforts and impact of organizations and communities like @paperswithcode @huggingface 🤗 @MasakhaneNLP towards reproducible, open and collaborative ML research are incredibly impressive! This. is. progress.
Excited to present a new ICLR paper from Google Research and DeepMind: arxiv.org/abs/2010.12821 Our key contributions: - New insights on creating mode parameter-efficient and transferable models via embedding decoupling - RemBERT, which outperforms XLM-R and mT5-Large
India is going through a very difficult time. Our Indian friends need us the most right now! Every contribution helps #TogetherForIndia fundraisers.giveindia.org/fundraisers/to…
timm by @wightmanr is to image classification what @huggingfaces is to NLP: the go to place to get pretrained models with a unified api. I wonder how I was doing before (I actually know: I was doing badly) github.com/rwightman/pyto…
My student @yugu_nlp will present our work, "Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases", at The Web Conference Papers Room #62, 9:30 am, April 22 ET. Stop by if interested! Code, data, and leaderboard available.
Another use case where self-supervision shines: learning drug interactions ai.facebook.com/blog/ai-predic…
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets By manually auditing the quality of 205 language-specific corpora, they find that lower-resource corpora have systematic issues in quality. arxiv.org/abs/2103.12028
Ayushmaan Datta @ayushmaandatta
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287 Followers 18 Following I love code and speaking. Want to live with freedom, stay away from censorship & authority. Let's stay young and diligent forever!azzedine aftiss @aftiss_azz61377
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5K Followers 2K Following Founder & CEO @embedchain - Personalizing LLM ResponsesRobert Scoble @Scobleizer
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1K Followers 444 Following Creator of PonyDiffusion and PurpleSmartAI 🦄 Building AI Pony Waifu 🦄 https://t.co/o0hf2hwnkYCeyhun (Jay) Derinbog.. @CDerinbogaz
876 Followers 881 Following Building @textcortex - Ex Data Lead @trivago - Exit @grafentek - Talks about #AI, #NLP, #Pytorch and product developmentAbhishek Sood @itsabhisheksood
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54 Followers 146 Following PhD student in the Machine Intelligence Lab at the University of Cambridge / intern @appleYasin Akay @desperado596
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163 Followers 469 Following Sonhadora de um mundo mais simples, justo, com oportunidades para todos e de uma humanidade que se faça digna do planeta em que viveStarStat @StarStat9
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16 Followers 75 FollowingRuslan Pimenov @SamuelCostilla
211 Followers 2K FollowingIhab Salman @IhabSalman
338 Followers 957 Following I mostly tweet about #Science, #AI, #MachineLearning, #BigData, #Cryptocurrency and #Blockchain #technology.parth @shahp7575
101 Followers 648 Following DS @Afficiency. Learning ML and making fun stuff. Also, let GPT2 write horoscopes for you: https://t.co/tOLXcx9JV1sachin saxena @sachjbp
0 Followers 17 FollowingTalha Oz @tozCSS
1K Followers 1K Following Applied Scientist @Amazon PhD from @CSS_GMU Founder of @Twlets Alumnus of @bogazici_cmpe & @izmirfenliseMaverick_27 🔆 @maverick_727
52 Followers 551 Following NOT SEBI Registered Analyst. Do your own Analysis Before Investing . Everything is for Educational Purposes Techno+Funda. No F&OSonish Sivarajkumar @sonish_sivaraj
181 Followers 561 Following PhD student @ISPPitt | NLP & Machine Learning Research on EHR data @SCIpitt | Ex- Data Scientist @IQVIA, @Genentech, @Merck | On a mission 🚀HUJI NLP @nlphuji
260 Followers 185 Following The NLP group at the Hebrew University of Jerusalem. @AbendOmri, @royschwartzNLP, @GabiStanovsky, @Hoper_TomPliny the Prompter �.. @elder_plinius
12K Followers 1K Following latent space liberator, breaker of markov chains, 1337 ai red teamer, white hat, architect-healer, cogsci 🐻Mustafa Suleyman @mustafasuleyman
131K Followers 536 Following CEO, Microsoft AI | Author: The Coming Wave | Past: Co-founder, @InflectionAI & @GoogleDeepMindCognition @cognition_labs
123K Followers 19 Following Makers of Devin, the first AI software engineer. We are an applied AI lab focused on reasoning, and code is just the beginning. Join us: https://t.co/tpfZwEwGiqJesse Lyu @jessechenglyu
29K Followers 290 Following founder and ceo @rabbit_hmi board @jugendingenieur any crypto relates to @rabbit_hmi or r1 is a scam.Hongyu Ren @ren_hongyu
3K Followers 594 Following Research Scientist @openai. CS PhD @stanford. Previously @apple, @googleai and @nvidiaai. I train language models.Thomas Degry @thomasdegry
4K Followers 2K Following Belgium ✈️ DC ✈️ SF️ & NYC — design engineer at @OpenAI, previously at @stripe. #devinehowest alumni, plane nerd, plant daddy, travelling.Aidan Clark @_aidan_clark_
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5K Followers 2K Following Lead, Geopolitics Team @OpenAI | PoliSci Postdoc @uwaterloo, PhD @mcmasteru | A stranger in a strange land | Views mine | سارة شاكرAdam.GPT @TheRealAdamG
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3K Followers 548 Following GTM Leadership @OpenAI. Previously Director of Sales @webflow. First SF based sales hire at @slackHQ. 👼 GP @20sales_vc Iron(wo)man, diver 🐠, ⛰climber, mom.Ishaan Gulrajani @__ishaan
3K Followers 474 Following Hi! I’m a machine learning researcher @openai. Previously @stanford @facebook @google @mila_quebecSean Grove @sgrove
5K Followers 985 Following I am, and have been for quite some time now, an unsavory character of dubious regard.Shengjia Zhao @shengjia_zhao
5K Followers 226 Following Research Scientist @ OpenAI. Formerly PhD @ Stanford. I like training models. All opinions my own.Aleksander Madry @aleks_madry
31K Followers 166 Following Head of Preparedness at OpenAI and MIT faculty (on leave). Working on making AI more reliable and safe, as well as on AI having a positive impact on society.Jiahui Yu @jhyuxm
2K Followers 777 Following Member of Technical Staff @OpenAI; previously Research Scientist at Google Brain/DeepMind.Rui Shu @_smileyball
3K Followers 395 Following I draw smileyball https://t.co/VZJD2Av8PY Calculating lower bounds @OpenAIjosh @joshuaisgross
3K Followers 1K Following technical staff @OpenAI, other stuff before that. TCK. he/him. Views are those of your employer.Ilya Kostrikov @ikostrikov
8K Followers 615 Following Researcher @OpenAI, previously @Postdoc at UC Berkeley @berkeley_ai, PhD in CS @CILVRatNYUMark Chen @markchen90
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4K Followers 656 Following London-based AI/NLP Research Scientist. I co-lead the RAG & tool use team at Cohere w/ @s_hofstaetter. Previous Fundamental AI Research at Meta AI, FAIR, UCL AII'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. 🧵
Delighted to release ✨Llama-3-8B-Web✨, the most capable agent built for web navigation by following instructions and replying💬. It surpasses GPT-4V* by 18% on WebLINX, a benchmark for web navigation with dialogue. Model: huggingface.co/McGill-NLP/Lla… Code: github.com/McGill-NLP/web…
🚀Introducing VisualWebBench: A Comprehensive Benchmark for Multimodal Web Page Understanding and Grounding. visualwebbench.github.io 🤔What's this all about? Why this benchmark? > Back in Nov 2023, when we released MMMU (mmmu-benchmark.github.io), a comprehensive multimodal…
(1/8)🚀We introduce VisualWebBench, a multimodal benchmark designed to assess the understanding and grounding capabilities of MLLMs in web scenarios. Encompassing seven tasks, and comprises 1.5K human-curated instances from 139 real websites, covering 87 sub-domains.
(1/6) Can LLMs Do Time Series Analysis ⏲️? GPT-4 vs Claude 3 Opus 🥊 We have seen a lot of customers trying to apply LLMs to all kinds of data, but have not seen many Evals that show how well LLMs can analyze patterns in data that are not text related - especially timeseries🕰️…
Tools can empower LMs to solve many tasks. But what are tools anyway? github.com/zorazrw/awesom… Our survey studies tools for LLM agents w/ –A formal def. of tools –Methods/scenarios to use&make tools –Issues in testbeds and eval metrics –Empirical analysis of cost-gain trade-off
Meta presents Reverse Training to Nurse the Reversal Curse Introduces a simple yet effective training method to help remedy the reversal curse in LLMs. arxiv.org/abs/2403.13799
🚀 Exciting Update: Moirai is now open source! 🚀 Foundation models for time series forecasting are gaining momentum! If you’ve been eagerly awaiting the release of Moirai since our paper (Unified Training of Universal Time Series Forecasting Transformers…
Want scalable LLM agents for websites and APIs, without human labeled data? We propose BAGEL, a method where agents synthesize their own data by exploring the environment first, leading to upto 13% improvement over zero shot agents, & automated discovery of use-cases in envs!
Thrilled to share our latest @NEJM_AI article (ai.nejm.org/doi/full/10.10…) releasing a new oncology NLP benchmark of 40 breast and pancreatic cancer progress notes from UCSF, comprehensively annotated by medical experts! (1/7)
Thrilled to announce our new @NEJM_AI article (ai.nejm.org/doi/full/10.10…)! Lead author @madhumitasushil worked with @TravisZack2 @vekennedy @DivneetM @bmeow19 all in @UCSF_BCHSI @UCSFCancer. To computationally understand where patients are in their care journey, we have to…
so what’s up with tokenization? why and how does it work? welcome to a🚨new paper🚨 thread! "Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performance" w/ @clu_avi @mataneyal1 @kroscoo idan szpektor and @rtsarfaty arxiv.org/abs/2403.06265 1/🧵
We have a fun attack that lets you extract the last-layer embedding weights of an LM via public APIs. It's really simple & uses SVDs! not-just-memorization.github.io/partial-model-… We discovered this for ChatGPT + PaLM-2. We privately disclosed, they fixed, now, we release :)
📢 Announcing our new speculative decoding framework Sequoia ❗️❗️❗️ It can now serve Llama2-70B on one RTX4090 with half-second/token latency (exact❗️no approximation) 🤔Sounds slow as a sloth 🦥🦥🦥??? Fun fact😛: DeepSpeed -> 5.3s / token; 8 x A100: 25ms / token (costs 8 x…
Google presents: Stealing Part of a Production Language Model - Extracts the projection matrix of OpenAI’s ada and babbage LMs for <$20 - Confirms that their hidden dim is 1024 and 2048, respectively - Also recovers the exact hidden dim size of gpt-3.5-turbo…
DeepSeek-VL: Towards Real-World Vision-Language Understanding Presents DeepSeek-VL, an open-source Vision-Language (VL) Model designed for real-world vision and language understanding applications arxiv.org/abs/2403.05525
After 100s of queries myself as a user, with Claude 3 (Opus and Sonnet) as the default model on Perplexity, I’m yet to see a hallucination. I couldn’t have said this for GPT 4. And seeing similar reports from others like @sharifshameem and @rauchg who are switching.
Anthropic (Claude) has a really neat tool on their website. It's a prompt optimizer and can turn a simple prompt into an advanced prompt template. I've tested it and it works incredibly well. Here's how to use it (in 3 steps):
Cleaner Pretraining Corpus Curation with Neural Web Scraping Presents a simple, fast, and effective Neural web Scraper to help extract primary and clean text contents from webpages repo: github.com/OpenMatch/NeuS… abs: arxiv.org/abs/2402.14652
Unveiling 📈Moirai* 📈, our cutting-edge time series foundation model capable of universal forecasting! As a Large Time Series Model, it can tackle any forecasting challenge, across various domains, multiple frequencies, and any-variate in a zero-shot manner. To enable this,…