Aurélien Geron @aureliengeron
Author of the book Hands-On #MachineLearning with #ScikitLearn, #Keras and #TensorFlow. Former PM of #YouTube video classification. Founder of telco operator. github.com/ageron/handson… Auckland, New Zealand Joined July 2009-
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I used to find writing CUDA code rather terrifying. But then I discovered a couple of tricks that actually make it quite accessible. In this video I introduce CUDA in a way that will be accessible to Python programmers, and I even show how to do it all in @GoogleColab!
Our bestselling book! Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 3rd Edition By @aureliengeron @OReillyMedia This book helps you understand and build intelligent systems Order now t.ly/uJunl #scikitlearn #machinelearning #shroffpublishers
If you feel compelled for any reason to learn about Q-learning this weekend and happen to have a copy of "Machine Learning with PyTorch and Scikit-Learn" on your shelf, now is the time to tackle that final chapter 😊
What are your favorite Machine Learning channels on YouTube that are *not* in English? I'm looking for active channels, with high quality content. Context: I'd like to recommend these channels in the translations of my book. Thanks! 🙏
Keras — past, present, and future:
If you're curious about AI progress & applications, I'll be giving a talk Friday evening at the Alliance Française Auckland (in English). Happy to answer all your questions! Tickets here: eventbrite.co.nz/e/artificial-i… @afauckland #Auckland #ArtificialIntelligence
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 3rd Edition by @aureliengeron @OReillyMedia Order now shorturl.at/bkR48 @Analyticsindiam @AnalyticsVidhya @GoogleAI @TCS #ArtificialIntelligence #MachineLearning #deeplearning #oreilly #shroffpublishers
Just completed generating this drawing following KerasCV's Stable Diffusion tutorial. 🎨📚 Sharing with you, @aureliengeron, for your feedback and inspiration. #StableDiffusion #KerasCV
The Spanish 🇪🇸 and German 🇩🇪 translations of my book (3rd edition) are now available! 🎉 You will find them (along with all the other translations) at homl.info/get Huge thanks to the translators! 🙏
Keras now supports JAX and PyTorch, as well as TensorFlow, woohoo! 🎉😊 I've tried running my notebooks on Keras Core, it worked like a charm, mostly a drop-in replacement for tf.keras.
Keras now supports JAX and PyTorch, as well as TensorFlow, woohoo! 🎉😊 I've tried running my notebooks on Keras Core, it worked like a charm, mostly a drop-in replacement for tf.keras.
I'll be speaking online on Thursday (June 22nd) about my book Hands-On Machine Learning 🦎, and answering any questions you may have. The event will take place at 1pm PT = 4pm ET = 8pm UTC on O'Reilly's platform. More details & free trial: oreil.ly/HCGOi See you then! 😊
New tutorial on keras.io: training a LLM from scratch on TPU with 🤗 Transformers keras.io/examples/nlp/m…
Please try out your most challenging logic, math, and software engineering problems on the new model supporting Bard! 😁 ❤️ A lot of love and attention went into it, especially to make it efficient to serve. And be excited about even more compelling upgrades, very *very* soon:
Please try out your most challenging logic, math, and software engineering problems on the new model supporting Bard! 😁 ❤️ A lot of love and attention went into it, especially to make it efficient to serve. And be excited about even more compelling upgrades, very *very* soon:
Oops haven't tweeted too much recently; I'm mostly watching with interest the open source LLM ecosystem experiencing early signs of a cambrian explosion. Roughly speaking the story as of now: 1. Pretraining LLM base models remains very expensive. Think: supercomputer + months.…
Are you doing the Vesuvius Challenge on Kaggle? To get you started, I just shared a notebook with a very clean and high-performance data pipeline: kaggle.com/code/fchollet/… IMO data loading and preprocessing is the #1 hassle here, especially with the highly constrained RAM env :)
What happens when we train the largest vision-language model and add in robot experiences? The result is PaLM-E 🌴🤖, a 562-billion parameter, general-purpose, embodied visual-language generalist - across robotics, vision, and language. Website: palm-e.github.io
So excited to share that _AI at the Edge_ is available for purchase! It's a practical guide for engineers, PMs, and engineering leaders, written by @jennymplunkett & I. The ebook is available right now, paper copies in a week or so. Grab yours here 👇🏽👇🏽 amazon.com/AI-Edge-Proble…
Introducing DreamerV3: the first general algorithm to collect diamonds in Minecraft from scratch - solving an important challenge in AI. 💎 It learns to master many domains without tuning, making reinforcement learning broadly applicable. Find out more: dpmd.ai/dreamerv3
This whole thread is a must-read. 👍 Congrats to everyone who contributed to Keras & TF, it's been a fantastic year! Can't wait to see what 2023 will bring!
This whole thread is a must-read. 👍 Congrats to everyone who contributed to Keras & TF, it's been a fantastic year! Can't wait to see what 2023 will bring!
An estimated 2.5M developers use our software – a whopping ~10% of the entire global developer community. In the 2022 Kaggle survey of the ML world, 58% of respondents said they used TF/Keras, making it the most widely used deep learning framework that year.
François Chollet @fchollet
470K Followers 770 Following Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.
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.
Mark Tenenholtz @marktenenholtz
114K Followers 543 Following Head of AI @PredeloHQ. XGBoost peddler, transformer purveyor.
Andrew Ng @AndrewYNg
1.0M Followers 912 Following Co-Founder of Coursera; Stanford CS adjunct faculty. Former head of Baidu AI Group/Google Brain. #ai #machinelearning, #deeplearning #MOOCs
Jeremy Howard @jeremyphoward
222K Followers 5K Following 🇦🇺 Co-founder: @AnswerDotAI & @FastDotAI ; Hon Professor: @UQSchoolITEE ; Digital Fellow: @Stanford
Matt Harrison @__mharrison__
158K Followers 892 Following Python 🐍 + Data Science 🚀 trainer @__metasnake__ 🦜 Speaker ✍ Author 👨🏫 Instructor (@Stanford) 📣 DM for Sponsorship
Alfredo Canziani @alfcnz
86K Followers 268 Following Musician, math lover, cook, dancer, 🏳️🌈, and an ass prof of Computer Science at New York University
Chris Albon @chrisalbon
86K Followers 2K Following Director of Machine Learning at the Wikimedia Foundation. We host Wikipedia.
Jean de Nyandwi @Jeande_d
38K Followers 772 Following Deep Learning, Vision 🤍 Language, Multimodal LLMs • AI Education • CMU Research blog: https://t.co/1BEFLZAqe7 ML Pack: https://t.co/7PkTyDvuri
merve @mervenoyann
56K Followers 4K Following open-sourceress at @huggingface 🧙🏻♀️ proud mediterrenean 🍋 I do TL;DR on ML papers sometimes. RTs != endorsements
Sanyam Bhutani @bhutanisanyam1
35K Followers 994 Following 👨💻 Sr Data Scientist @h2oai | Previously: @weights_biases 🎙 Podcast Host @ctdsshow 👨🎓 International Fellow @fastdotai 🎲 Grandmaster @Kaggle
TuringPost @TheTuringPost
62K Followers 16K Following Newsletter exploring AI & ML - Weekly trends - LLM/FM insights - Unicorn spotlights - Global dynamics - History Led by @kseniase_ Elevate your AI game 👇🏼
Hamel Husain @HamelHusain
23K Followers 2K Following Researcher focusing on LLMs: https://t.co/iVZDFdIQiE Previously, dev tools and infra for ML. Ex @Github, @Airbnb, @DataRobot. @fastdotai core contributor.
TensorFlow @TensorFlow
378K Followers 117 Following TensorFlow is a fast, flexible, and scalable open-source machine learning library for research and production.
Delip Rao e/σ @deliprao
46K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: 道元, improv, running 🌈
Patrick Loeber @patloeber
55K Followers 888 Following Software Engineer • YouTube 250K+ • Helping you to learn Python and Machine Learning • AI Developer Advocate @AssemblyAI • @python_engineer founder
Julien Chaumond @julien_c
47K Followers 1K Following Co-founder and CTO at @huggingface 🤗. ML/AI for everyone, building products to propel communities fwd. @Stanford + @Polytechnique
👩💻 Paige Bai.. @DynamicWebPaige
59K Followers 2K Following ✨Keep it simple, make it scale. AI should be about empowering people, building understanding, & making dreams realities. 👩💻GenAI @GoogleDeepMind ex-@GitHub
Omar Sanseviero @osanseviero
31K Followers 2K Following Chief Llama Officer @huggingface 🦙 Founder @AI_Learners. Xoogler (SWE @Google Assistant, 20% PM TF Graphics). 100% Hacker Llama🇵🇪🇲🇽
Lakshmi Deepak @lakshmideepaklr
3 Followers 113 Following
Manav_Desai @manav170303
24 Followers 214 Following
Chris Lee @cglee
2K Followers 2K Following Founder @launchschool (since 2012). Previously engineering manager, team lead, startup founder, software engineer (since 2002).
Jack Reacher @JackReach516
74 Followers 1K Following
jdzeil @jdzeil
403 Followers 2K Following Computer scientist, ecosystem explorer, audio and video searcher, heuristics discoverer, mind candy addict.
medacodes @medacodes
12 Followers 44 Following
Nomaan Ahmad @CoderNian
2 Followers 54 Following
alamgirqazi @alamgirqazi
142 Followers 810 Following AI Research at @uniofgalway . previously senior engineer @digitalocean.
I am kiurious @iamkiurious
49 Followers 467 Following
Morse @MorseChim
6 Followers 58 Following CS MSc skilled in Image Processing, 3D Stereoscopic, and passionate about 3D Computer Vision.
Pensé FFun @inftyCategory
105 Followers 6K Following
Çetin Cömert @dobra77
16 Followers 77 Following
Mathieu @Mathieu9505
57 Followers 971 Following
Jeff Strongman @JeffStrongman14
1 Followers 26 Following
PlacePython | Vivre d.. @PlacePython
367 Followers 335 Following Je partage avec vous 25 ans d'expérience avec Python pour vous aider à accélérer votre reconversion dans le web. Telegram: https://t.co/8z628oi5Uh
ssteevens @Steevens43
154 Followers 5K Following
Abhinav Gupta @backpropper
796 Followers 5K Following phd student @Mila_Quebec | ms @CILVRatNYU @NYU_Courant | previously @GoogleDeepMind @AIatMeta @GoogleAI @labsdotgoogle @MSFTResearch @AdobeResearch
ice_mend @EdriMendy
42 Followers 223 Following
ANUBHAV CHATURVEDI @anubhavchaturvd
247 Followers 4K Following
santiago medina @santiago_gmm
168 Followers 423 Following graduate student at @langebiomx working with @apragsdale and @morestrada. population genetics and computational biology. 🇲🇽 Jiu-jitsu brasileño.
Camilo Vélez @CamiloV59122402
1 Followers 60 Following
Pedro Rodriguez @pedrodto
1 Followers 34 Following
Jesús CaMo @alijes_72
116 Followers 1K Following Siempre que estoy en Twitter tengo la sensacion de que estoy perdiendo el tiempo.
Abdulrahman Tabaza @embed_dim
4 Followers 798 Following enjoyer of various vector spaces, encoders and modalities
ChengHau Chen @zzzingchen
4 Followers 33 Following
Sebastián Uría @SebastinUra1
96 Followers 547 Following
Heart Break Kid 💔 @Mario_182_HBK
461 Followers 1K Following Too many interests to summarize here.. 😅 #Juventus ⚪⚫ #Blink182🚦
Smooth Operator @SmoothOper26752
0 Followers 3 Following
Prasad Prasad @PrasadP74090214
0 Followers 2 Following
Héctor Andrade Giró.. @handradegiron
3 Followers 77 Following Especialista en IA | Fundador y CEO en AlphaGob | Brinda consultoría y desarrollo de soluciones innovadoras basadas en inteligencia artificial.
Wruce Billis @WruceBilliiis
15 Followers 395 Following
Nivedita Menon @menon4nivedita
0 Followers 4 Following
La pelle du large @ProfDeLaPelle
27 Followers 1K Following
[email protected].. @sarahanoke
336 Followers 887 Following #PeterObi4President // she/her // AB, AM, PhD @Harvard // Statistician, Data Scientist, UX Rscher // tweets are mine; (re)tweets are data pts, not endorsements.
Noir Désir @NubianKemit
194 Followers 1K Following RÉALITÉ = (Croyance² × Perception) ÷ SQRT(Compréhension) + |Savoir|
Roye Rozov @rozovr
544 Followers 2K Following Director of Science @CytoReason; specializing in scRNA-Seq et al :)
François Chollet @fchollet
470K Followers 770 Following Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.
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.
Yann LeCun @ylecun
711K Followers 718 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.
Mark Tenenholtz @marktenenholtz
114K Followers 543 Following Head of AI @PredeloHQ. XGBoost peddler, transformer purveyor.
Andrew Ng @AndrewYNg
1.0M Followers 912 Following Co-Founder of Coursera; Stanford CS adjunct faculty. Former head of Baidu AI Group/Google Brain. #ai #machinelearning, #deeplearning #MOOCs
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/q2Qoey80Gx
Jeremy Howard @jeremyphoward
222K Followers 5K Following 🇦🇺 Co-founder: @AnswerDotAI & @FastDotAI ; Hon Professor: @UQSchoolITEE ; Digital Fellow: @Stanford
Matt Harrison @__mharrison__
158K Followers 892 Following Python 🐍 + Data Science 🚀 trainer @__metasnake__ 🦜 Speaker ✍ Author 👨🏫 Instructor (@Stanford) 📣 DM for Sponsorship
PyTorch @PyTorch
379K Followers 77 Following Tensors and neural networks in Python with strong hardware acceleration. PyTorch is an open source project at the Linux Foundation. #PyTorchFoundation
AI at Meta @AIatMeta
532K Followers 255 Following Together with the AI community, we are pushing the boundaries of what’s possible through open science to create a more connected world.
Soumith Chintala @soumithchintala
186K Followers 880 Following Cofounded and lead @PyTorch at Meta. Also dabble in robotics at NYU. AI is delicious when it is accessible and open-source.
Andrew Trask @iamtrask
74K Followers 190 Following @openminedorg, @GoogleDeepMind ethics team, @OxfordUni phd candidate, @UN pet lab, @GovAI_, creator of #GrokkingDeepLearning, NALU, and sense2vec
Peyman Milanfar @docmilanfar
67K Followers 264 Following Distinguished Scientist at Google Research. Computational Imaging, Machine Learning, and Vision. Tweets = personal opinions. May change or disappear over time.
Jürgen Schmidhuber @SchmidhuberAI
107K Followers 0 Following Invented principles of meta-learning (1987), GANs (1990), Transformers (1991), very deep learning (1991), etc. Our AI is used many billions of times every day.
Hugging Face @huggingface
344K Followers 189 Following The AI community building the future. https://t.co/VkRPD0VKaZ #BlackLivesMatter #stopasianhate
Hamel Husain @HamelHusain
23K Followers 2K Following Researcher focusing on LLMs: https://t.co/iVZDFdIQiE Previously, dev tools and infra for ML. Ex @Github, @Airbnb, @DataRobot. @fastdotai core contributor.
TensorFlow @TensorFlow
378K Followers 117 Following TensorFlow is a fast, flexible, and scalable open-source machine learning library for research and production.
Julien Chaumond @julien_c
47K Followers 1K Following Co-founder and CTO at @huggingface 🤗. ML/AI for everyone, building products to propel communities fwd. @Stanford + @Polytechnique
👩💻 Paige Bai.. @DynamicWebPaige
59K Followers 2K Following ✨Keep it simple, make it scale. AI should be about empowering people, building understanding, & making dreams realities. 👩💻GenAI @GoogleDeepMind ex-@GitHub
Alliance Francaise Au.. @afauckland
1K Followers 907 Following The French language and cultural center in Auckland since 1896 🇫🇷! 🏠Your Maison de France💙☁️❤️ ✨Cultural events✨Classes✨Media Centre✨Market
Kenneth Stanley @kenneth0stanley
12K Followers 879 Following Maven: https://t.co/9Fd4Qh4aKt Prev: Team Lead @OpenAI, Uber AI, prof@UCF. NEAT,HyperNEAT,novelty search, POET. Book:Why Greatness Cannot Be Planned
Leigh, Founder @ Prin.. @grepLeigh
2K Followers 1K Following Building @printnanny 💜 100% chance to drop a RaspberryPi ✨ @GoogleDevExpert Machine Learning 📓 Blog https://t.co/mkgPbwrRV8 🎀 @Wi3DP Silicon Valley
Reducible @Reducible20
3K Followers 52 Following Software Engineer, Computer Science Educator, I try to "reduce" complex topics into their simplest form ;) Channel: https://t.co/0zd1s7S5sq
ZefHub @zefhub
9 Followers 0 Following ZefHub gives Python developers the easiest graph data/database experience. Real-time infra with 1 line of code, for free! Try Zef https://t.co/fTq9OzLcWd
Jonathan Whitaker @johnowhitaker
7K Followers 954 Following Data scientist and AI researcher. R&D at https://t.co/9xrxRrGfEE.
David Sinclair @davidasinclair
443K Followers 1K Following Professor, Scientist. Mission: Extend healthy life for all. Views & analyses are my own.
Omar Sanseviero @osanseviero
31K Followers 2K Following Chief Llama Officer @huggingface 🦙 Founder @AI_Learners. Xoogler (SWE @Google Assistant, 20% PM TF Graphics). 100% Hacker Llama🇵🇪🇲🇽
Jingya Huang @Jhuaplin
828 Followers 206 Following Machine Learning Engineer @huggingface Optimization team Working on democratizing good machine learning without devouring resources. 🤗
Saulnier Lucile @LucileSaulnier
4K Followers 432 Following AI Specialist @ Mistral AI | Former ML @ Hugging Face | ENS Paris-Saclay (MVA) | Centrale Paris
Miles Brundage @Miles_Brundage
43K Followers 10K Following Policy research at @openai. I mostly tweet about AI, animals, and sci-fi. He/him. Views my own.
Teven Le Scao @Fluke_Ellington
2K Followers 551 Following Researcher @MistralAI, producer @ my bedroom, no BLOOM slander authorized on this account
Quentin Lhoest @qlhoest
3K Followers 231 Following Open Source ML Engineer @huggingface | Maintainer of 🤗Datasets
Michael Benayoun @MichaelBenayou1
325 Followers 166 Following Machine Learning Engineer, Optimization Team @HuggingFace, Paris 🇫🇷
Thomas Wiecki 🐘 @t.. @twiecki
18K Followers 2K Following CEO & founder of @pymc_labs - The Bayesian Consultancy https://t.co/pOpveNUsa3 @pymc_devs author.
Thomas Kipf @tkipf
25K Followers 1K Following AI Research at @GoogleDeepMind. Ex-Physicist. Graph Neural Networks & Controllable Generative Models (e.g. GCNs, Structured World Models, Slot Attention).
Sabine Hossenfelder @skdh
149K Followers 823 Following German Physicist. Author of "Lost in Math" & "Existential Physics". Creator of "Science Without the Gobbledygook". rt's/shares/likes are not endorsements
Lisa Feldman Barrett @LFeldmanBarrett
45K Followers 335 Following Neuroscientist, psychologist, and author of "Seven and a Half Lessons About the Brain" (Amazon "Best Books of 2020") and "How Emotions are Made"
MMitchell @mmitchell_ai
80K Followers 1K Following Interdisciplinary researcher focused on shaping AI towards long-term positive goals. ML & Ethics. Same content in the Sky, Threads, & the Prehistoric Elephant
David Rothkopf @djrothkopf
303K Followers 7K Following Proud father of J & L, lucky husband of C, CEO, The DSR Network, host, Deep State Radio; most recent book-"American Resistance"; columnist, Daily Beast.
Julian Togelius @togelius
18K Followers 1K Following AI and games researcher. Associate professor at NYU; director of @NYUGameLab; co-founder of https://t.co/FnakJLkAXW.
Miguel de Icaza ᯅ @migueldeicaza
96K Followers 5K Following Fun Stack Vibing. Started Xamarin, Mono, Gnome; was MSFT/.NET/Xamarin/Mono/VSMac/AI https://t.co/QkbDDWMXRf @migueldeicaza.bsky.social
Aaron Levie @levie
2.5M Followers 629 Following Lead Magician (and CEO) at Box (@box); Huge ABBA fan. I don't fully endorse anything I say below. Go ☁
Sean J. Taylor @seanjtaylor
46K Followers 4K Following Building @MotifAnalytics. Formerly @Lyft and @Facebook. Keywords: Experiments, Causal Inference, Statistics, Machine Learning, Economics.
Melanie Mitchell @MelMitchell1
44K Followers 657 Following Professor, Santa Fe Institute. More thoughts at https://t.co/nC43NHRozX.
Memia 🌱/acc📈 @memialabs
992 Followers 3K Following 📈🤯🔮Scanning AI, emerging tech, the accelerating future and trying to make sense of it all... Weekly newsletter https://t.co/Hp6Nslkcuv Words by @ben_r^AI
Garry Kasparov @Kasparov63
1.1M Followers 826 Following VP of @WLCongress. Chairman of @Renew_Democracy & @HRF. Activist, author, speaker, 13th World Chess Champion. Telegram: https://t.co/TYTIn7DdyS
Jonathan Haidt @JonHaidt
411K Followers 2K Following Social psychologist at NYU-Stern, working to roll back the phone-based childhood. Please visit https://t.co/ZjBuXdDr8I & https://t.co/7aVAmOTlnl
John Cook @johnfocook
9K Followers 1K Following A man called Cook. Author of Cranky Uncle vs. Climate Change, founder of https://t.co/DrONUqxWuY.
AI Coffee Break with .. @AICoffeeBreak
7K Followers 391 Following 📺 ML Youtuber https://t.co/ZDot8670KO 👩🎓 PhD student in Computational Linguistics @ Heidelberg University | Impressum: https://t.co/sKu3Rh0sQ4
Leshem Choshen 🤖�.. @LChoshen
4K Followers 548 Following 🥇 Collaborative LLMs 🥈 Opinionatedly sharing #ML & #NLP 🥉 Propagating us underdogs we owe science an alternative hype @IBMResearch & @MIT_CSAIL
clem 🤗 @ClementDelangue
91K Followers 5K Following Co-founder & CEO @HuggingFace 🤗, the open and collaborative platform for AI builders
Peter W. Singer @peterwsinger
46K Followers 1K Following Half serious tweets. https://t.co/y8qeh2oWgR Strategist @NewAmerica ; Prof at ASU @Future_of_War Author of https://t.co/EubCDK7DIP https://t.co/4Srv3nhTbM and https://t.co/sRiHRUjWmN
Dan Roberts @danintheory
4K Followers 571 Following I studied gravity. AI fellow @sequoia + researcher @mit physics. Co-founded @diffeo, acquired by @salesforce. Co-author "The Principles of Deep Learning Theory”
Ryan George @theryangeorge
68K Followers 375 Following Hi there, hello! I do comedy things - Pitch Meetings and many other videos where I talk to myself.
Mark Daoust @DaoustMj
165 Followers 214 Following
Lewis Tunstall @_lewtun
9K Followers 425 Following 🤗 LLM engineering & research @huggingface 📖 Co-author of "NLP with Transformers" book 💥 Ex-particle physicist 🤘 Occasional guitarist 🇦🇺 in 🇨🇭
Leandro von Werra @lvwerra
6K Followers 310 Following Machine learning @huggingface: co-lead of @bigcodeproject and maintainer of TRL.
This cost + latency for llama 3 is actually insane. Just look at the rest of the models in comparison
📊Delighted to welcome Command-R-Plus, Llama-3, and and Gemini-Pro-1.5 into the Berkeley Function Calling Leaderboard. Check out how they stack up across different categories, P95 latency, and costs at gorilla.cs.berkeley.edu/leaderboard.ht… Congratulations to @cohere, @AIatMeta, and…
Awesome Resource which helped me build this project - Hands on Machine Learning with Scikit-Learn, Keras & Tensorflow by @aureliengeron
I worry about a bubble burst once people realize that no AGI is near—no reliably generalist LLMs or “agents”. Might seem less ambitious but it's far wiser to recognize: LLMs mainly create opportunities for making *general* progress for building AIs that solve *specific* tasks.
We just release CodeGemma, a new version of the Gemma line of models fine-tuned on code generation and completion, that achieves state-of-the-art results. Available in sizes 2B and 7B.
This is exactly my view too:
My mental model of an LLM is an interpolative vector database. Larger LLMs correspond to bigger databases. The vector embeddings allow for interpolative behavior to generalize to some degree due to rich embeddings. Given this model, I am trying to understand the scientific…
It has finally arrived! 🇨🇷🔝 Thank you @aureliengeron 🔝
@aureliengeron Just finishing the ML section of the book now. Ive learned so much! Any advice on how to get the most out of section 2 on deep learning. Also please keep doing your books in colour its like a multiplier for how easy the book is to learn from and understand
@elonmusk No. If it were the case, we would have AI systems that could teach themselves to drive a car in 20 hours of practice, like any 17 year-old. But we still don't have fully autonomous, reliable self-driving, even though we (you) have millions of hours of *labeled* training data.
"The improvements range from 8x for GPU-based inference to 60x for CPU-based inference, all while maintaining output accuracy and without the need for model parameter modifications." arxiv.org/abs/2311.04934
@Teknium1 Or to put it another way: never assign to malice what can be attributed to incompetence ;)
Started reading and learning from a new book about Machine learning by @aureliengeron . The book is amazing and I get to know a lot of new things. Reading this book gives the feeling as if I am working on an ML project. Hope to learn a lot from this book. #MachineLearning
.@radeksikorski on 🔥. The kind of diplomacy I can get behind. Everyone should watch this clip today
New tutorial on keras.io: event classification from timeseries data (for credit card fraud detection) -- using Keras 3 and Temporian for timeseries preprocessing and feature extraction. keras.io/examples/times…
@shroffpub @alexxubyte @GergelyOrosz @aureliengeron @bytebytego @KirkDBorne @jboogie @nigelpoulton @samnewman @TCS @gdgnoidacloud Last day today, Feb 18. 2024, for Delhi NCR people to visit the 51st New Delhi WORLD BOOK FAIR 2024 at Pragati Maidan, New Delhi, 11.00 am to 8.00 pm. Visit @shroffpub in Hall 1, Stall No. V21 to browse and buy the latest and bestselling titles.
@nickfloats Why is this surprising as your prompts are pretty detailed in what you want.
@nickfloats hi guys, i inputed 1+1 into my casio calculator and got same result as my iPhone’s calculator🤯
@typedfemale I was curious how ChatGPT would go. And wow it's amazing how many ways it manages to get it wrong!
@aureliengeron @fchollet @ChrSzegedy This was an issue already re-mentioned by @MelMitchell1 in this thread. Also the 2nd paper is unsupervised "Notably, algorithms evaluated in this work use unsupervised learning and do not train on labelled data, meaning we use both datasets exclusively for evaluation."
Have you ever done a dense grid search over neural network hyperparameters? Like a *really dense* grid search? It looks like this (!!). Blueish colors correspond to hyperparameters for which training converges, redish colors to hyperparameters for which training diverges.
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