Vasudev Gupta @thevasudevgupta
trying to learn what AI learns | getting stuff done @unboxai_ | its all about investing thevasudevgupta.github.io India Joined December 2018-
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AI training cost estimates from the Stanford 2024 AI Index Report: Original transformer model - $930 GPT-3 - $4.3M GPT-4 - $78.4M Gemini Ultra - $191.4M
most of the people who claimed to implement 10x performance boost are either just enabling basic things supported by frameworks OR choosing the wrong baseline for comparison; and they pitch as if they did something super big and new.
🧠: “Let’s but this (text)book! Nice and now… instead of reading it… let’s buy another one!” 💡 All of the dopamine is generated only at the point of resolving to read something. After that there is no juice left 😅
many great deep learning advances are *so* obvious in hindsight that it’s hard to tell what was big deal all about
Programming is thinking + syntax. Maybe 90% thinking and 10% syntax. While you can automate away syntax, you can only ever outsource thinking to someone/something that can think. Attempts to outsource thinking to a syntax generator do not end well.
One of x computers is not willing to cooperate to learn.
are you utilising your model parameters to solve most important tasks or is it stuck is solving something which you don’t care because of how your data looks
flexibility and specialization are two opposite ends somehow. You push for one and you loose other. scaled up systems requires high specialization at cost of flexibility.
everything becomes so boring without enough incentive
current sota approaches on training ai are great but not sure how they are enough to achieve agi. i think agi can be achieved only when model is capable of rejecting to learn during training stage. current systems are basically forced to learn from whatever is there in data.
5 sleepless nights are worth it once your baby model starts learning something cool
If your words and actions don’t match => words are big lies
You value something only after you no longer have it.
feels like training on 8 nodes is small thing these days
Undervaluing oneself is self-harm at its worst.
merve @mervenoyann
56K Followers 4K Following open-sourceress at @huggingface 🧙🏻♀️ proud mediterrenean 🍋 I do TL;DR on ML papers
abhishek @abhi1thakur
81K Followers 664 Following 🤗 I build AutoTrain @huggingface 👨🏽💻 World's First 4x Grand Master @kaggle 🎥 YouTube 100k+: https://t.co/BHnem8fTu5 ⭐ GitHub Star
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
Lewis Tunstall @_lewtun
9K Followers 424 Following 🤗 LLM engineering & research @huggingface 📖 Co-author of "NLP with Transformers" book 💥 Ex-particle physicist 🤘 Occasional guitarist 🇦🇺 in 🇨🇭
Omar Sanseviero @osanseviero
32K Followers 2K Following Chief Llama Officer @huggingface 🦙 Founder @AI_Learners. Xoogler (SWE @Google Assistant, 20% PM TF Graphics). 100% Hacker Llama🇵🇪🇲🇽
Niels Rogge @NielsRogge
10K Followers 690 Following ML Engineer @ML6team, part-time at @huggingface. @KU_Leuven grad. General interest in machine learning, deep learning. Making AI more accessible for everyone!
Nate Raw @_nateraw
7K Followers 1K Following machine learning hacker. previously @huggingface @lightningai
Philipp Schmid @_philschmid
16K Followers 656 Following Tech Lead and LLMs at @huggingface 👨🏻💻 🤗 AWS ML Hero 🦸🏻 | Cloud & ML enthusiast | 📍Nuremberg | 🇩🇪 https://t.co/l1ppq3q3hk
Thomas Wolf @Thom_Wolf
68K Followers 4K Following Co-founder and CSO @HuggingFace - open-source and open-science
Sylvain Gugger @GuggerSylvain
22K Followers 341 Following All things Machine Learning Previously at @huggingface and @fastdotai Co-author of https://t.co/lywnOAwwnc He/him
Robert Scoble @Scobleizer
505K Followers 67K Following Follow me on my new podcast with AI startups, Unaligned. Tech industry color commentator since 1993. Author/Blogger. Former strategist @Microsoft.
Matthew Carrigan @carrigmat
3K Followers 351 Following @huggingface engineer. I'm the reason your LLM frontend has a jinja2cpp dependency. Sometimes yells about housing and trans rights instead of working He/him
Akilesh Kannan 🥢 @aklsh22
323 Followers 5K Following comp arch, os, security, ic design. engineer @ventanamicro. (past) undergrad @iitmadras. tweeting in personal capacity.
Carolyn @bruce_carolyn43
174 Followers 3K Following
OliveLowell @vAYXU2NJsa8Wj
10 Followers 297 Following
Mo Babeker @MoBabeker
236 Followers 2K Following Fintech investing | Ex Banker | @StanfordGSB🇸🇩 🇮🇳 🗽
researcher Gpt LLM @researchGptllm
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Avinash Mani @AvinashGMani
88 Followers 68 Following building silicon and systems for a performant and sustainable GenAI and AGI future @MatXComputing
EdgeAI Geek @edgeaiguy
1K Followers 5K Following Crafting AI solutions for tiny devices. Preparing for AGI world !
Vineet Kukreti @googlervineet
204 Followers 2K Following AI, ML, NLP enthusiast | Computer Science student | Innovator in smart tech | Creating impactful solutions
Nour Eddine ZEKAOUI @NZekaoui
78 Followers 589 Following @huggingface Student Ambassador. ML Engineer | NLP Research @ LyRICA | Passionate about ML & AI. I'm the engineer of my own plans.
PrudenceStringer @PrudenceSt51509
66 Followers 2K Following
Kush Patel @kushpatelj
4K Followers 5K Following 👨💻Developer/Programmer 🎥Video Maker 📸Photographer 🏋️♂️Weightlifter
Anirudh Sriram @Anisriram3
7 Followers 12 Following
Slowkep @Slowkep
919 Followers 5K Following
Shivam mittal @shivammittal27
12 Followers 34 Following Applied scientist @Microsoft Turing | Research ML @MSFTResearch | @CRED_club | Kaggle Competitions Expert(Highest Ranked 313)
axlw7584afqeht @hcb9860rmsss
13 Followers 631 Following Tiktokshop conducts recruitment for part-time partners! Salary $100-$300 per day, please contact us https://t.co/D0rY5Nw5mT
Kilbrou Gweunshy @Kilbrou
20 Followers 51 Following
Pratyay Banerjee (ন.. @Neilzblaze007
245 Followers 4K Following I live in the shadows, but I watch everything.
Manash Mishra Varanas.. @shiba14857
99 Followers 400 Following ML engineer at Paisabazaar,Prev:Research Associate at IIT BHU -working on NLP & finetune LMs on indian languages -Love probability and Linear Algebra ♥️
Manikandan Sritharan @ManikandanSrit1
10 Followers 343 Following business, technology, economics, startups, investments | iitm 24
Mehul Arora @mehular0ra
69 Followers 361 Following 🎓 MS(R) @ IIIT-H, exploring brain imaging with GNNs. 🚀 Passionate about applying AI in new fields. #AI #Yoga, #Calisthenics, and marathon runner 🏃♂️✨
No One @BasedKhatri
170 Followers 2K Following
Akshat Nagar @AkshatNagar02
118 Followers 315 Following A good life is a healthy balance of nuance and nuisance.
Sai @Sai_udayagiri
1 Followers 109 Following
rachit mittal @rachitmittal26
3 Followers 10 Following
Amr Awadallah 🤖 @awadallah
36K Followers 14K Following Founder/CEO of @Vectara (Trusted GenAI for the Enterprise). Founder/ex-CTO @Cloudera, ex-VP at Yahoo & Google. PhD EE Stanford. IG, FB, LI: @awadallah.
dgms @altrijk
23 Followers 763 Following
Chris Hayduk @chris_hayduk1
785 Followers 2K Following Lead ML Engineer for Drug Discovery @Deloitte || MS in CS @GeorgiaTech || MS in Math @CityCollegeNY || LLM builder & open source researcher
Tarun Dua @tarundua81
1K Followers 2K Following Chief of Entropy Reduction at E2E Networks. Building accelerated computing platform from India for the world at https://t.co/AH3v0I89xe . Tweets Personal.
Hritik Akolkar @hritikakolkar
33 Followers 310 Following Machine Learning Engineer at IIT Indore Kaggle Expert
Arthur Mello @arthurbmello
238 Followers 213 Following Data scientist | educator. Machine learning and data analysis applied to marketing. Not sure if views are my own.
Lalit 🇮🇳🐍�.. @PANDEyMONIUM
278 Followers 1K Following Lazy Bone | Loony | Tapori Dancer RTs are not endorsements | Views are personal | Likes are Bookmarks
Towards AI @towards_AI
42K Followers 2K Following Join 50k in our "Learn AI Together" community https://t.co/yW0yYVKQij. | 2k write & 400k follow our AI blogs | 100k newsletter subs: https://t.co/lU2KLCRvwo
|| AOL Tarun || @tarundsnaol
1K Followers 7K Following || कर्मण्येवाधिकारस्ते मा फलेषु कदाचन मा कर्मफलहेतुर्भुर्मा ते संगोऽस्त्वकर्मणि https://t.co/khapNOLQF4 ||
Vishal Goklani @vgoklani_ai
641 Followers 5K Following Twitter Nerd... Interested in Deep Learning (self-supervised learning & LLMs), Astrophysics (exoplanets), and Cosmology (CMB).... I like to build things
Kambli Kritarth @KambliKritarth
5 Followers 111 Following Discusses Java... Dev website: https://t.co/d8zMz6KVkP Art website: https://t.co/DHCX04e1Xh
Nagaraj Adiga @nagaraj_adiga
78 Followers 519 Following AI researcher interested in experimenting and prototyping ML models @samsungresearch Previously @zaprindia @Apple @UOC @IITGuwahat @nokia @VisionUVCE
François Chollet @fchollet
471K Followers 770 Following Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.
merve @mervenoyann
56K Followers 4K Following open-sourceress at @huggingface 🧙🏻♀️ proud mediterrenean 🍋 I do TL;DR on ML papers
Yann LeCun @ylecun
714K Followers 718 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.
Andrej Karpathy @karpathy
983K Followers 905 Following 🧑🍳. Previously Director of AI @ Tesla, founding team @ OpenAI, CS231n/PhD @ Stanford. I like to train large deep neural nets 🧠🤖💥
Hugging Face @huggingface
347K Followers 188 Following The AI community building the future. https://t.co/VkRPD0VKaZ #BlackLivesMatter #stopasianhate
abhishek @abhi1thakur
81K Followers 664 Following 🤗 I build AutoTrain @huggingface 👨🏽💻 World's First 4x Grand Master @kaggle 🎥 YouTube 100k+: https://t.co/BHnem8fTu5 ⭐ GitHub Star
PyTorch @PyTorch
380K Followers 77 Following Tensors and neural networks in Python with strong hardware acceleration. PyTorch is an open source project at the Linux Foundation. #PyTorchFoundation
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
Soumith Chintala @soumithchintala
187K Followers 887 Following Cofounded and lead @PyTorch at Meta. Also dabble in robotics at NYU. AI is delicious when it is accessible and open-source.
Lucas Beyer (bl16) @giffmana
56K Followers 447 Following Researcher (Google DeepMind/Brain in Zürich, ex-RWTH Aachen), Gamer, Hacker, Belgian. Mostly gave up trying mastodon as [email protected]
Mark Tenenholtz @marktenenholtz
115K Followers 548 Following Head of AI @PredeloHQ. XGBoost peddler, transformer purveyor.
Lewis Tunstall @_lewtun
9K Followers 424 Following 🤗 LLM engineering & research @huggingface 📖 Co-author of "NLP with Transformers" book 💥 Ex-particle physicist 🤘 Occasional guitarist 🇦🇺 in 🇨🇭
Omar Sanseviero @osanseviero
32K Followers 2K Following Chief Llama Officer @huggingface 🦙 Founder @AI_Learners. Xoogler (SWE @Google Assistant, 20% PM TF Graphics). 100% Hacker Llama🇵🇪🇲🇽
Niels Rogge @NielsRogge
10K Followers 690 Following ML Engineer @ML6team, part-time at @huggingface. @KU_Leuven grad. General interest in machine learning, deep learning. Making AI more accessible for everyone!
Cristian Garcia @cgarciae88
6K Followers 1K Following JAX/Flax at Google DeepMind | Open Source | 🇨🇴
Andrew Ng @AndrewYNg
1.0M Followers 916 Following Co-Founder of Coursera; Stanford CS adjunct faculty. Former head of Baidu AI Group/Google Brain. #ai #machinelearning, #deeplearning #MOOCs
Simon Willison @simonw
71K Followers 5K Following Creator @datasetteproj, co-creator Django. PSF board. @nichemuseums. Hangs out with @natbat + @cleopaws. He/Him. Mastodon: https://t.co/t0MrmnJW0K
Nicolas Mejia Petit @mejia_petit
696 Followers 113 Following LLM researcher// Made Tested python 22k and 143k datasets, created the first Mixtral 22b MOE to dense model conversion Mistral-22b//
Eric Wallace @Eric_Wallace_
6K Followers 1K Following Researcher at OpenAI working to make language models more trustworthy, secure, and private.
Rafael Rafailov @rm_rafailov
4K Followers 642 Following Ph.D. Student at @StanfordAILab. I work on Foundation Models and Decision Making. Previously @GoogleDeepMind @UCBerkeley
Dustin Tran @dustinvtran
40K Followers 649 Following Research Scientist at Google DeepMind. I lead evaluation at Gemini / Bard. AI, Bayesian statistics, deep learning.
Logan Kilpatrick @OfficialLoganK
92K Followers 2K Following Lead product for @Google AI Studio and working on the Gemini API, helping developers build with AI, my views!
Kevin Patrick Murphy @sirbayes
43K Followers 334 Following Research Scientist at Google Brain / Deepmind. Interested in Bayesian Machine Learning.
Nando de Freitas 🏳.. @NandoDF
97K Followers 661 Following I study intelligence to understand it, to learn what it is to be alive and to feel aware, and to harness it wisely. I started building neural nets in 1994.
Bharath Ramsundar @rbhar90
12K Followers 11K Following Founder and CEO @deepforestsci. Creator of @deep_chem. Author @OReillyMedia. @stanford CS PhD. https://t.co/7LDcegrCsc
Alex Nichol @unixpickle
8K Followers 389 Following Code, AI, and 3D printing. Opinions are my own, not my computer's...for now. Husband of @thesamnichol. Co-creator of DALL-E 2. Researcher @openai.
Prafulla Dhariwal @prafdhar
10K Followers 325 Following Co-creator of GPT-3, DALL-E 2, Jukebox, Glow, PPO. Researcher @OpenAI, previously @MIT '17
David 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]
Will Douglas Heaven @strwbilly
172 Followers 19 Following senior editor for ai @techreview. x broke my old account
Avinash Mani @AvinashGMani
88 Followers 68 Following building silicon and systems for a performant and sustainable GenAI and AGI future @MatXComputing
Mike Gunter @MikeGunter_
660 Followers 851 Following CTO and founder, @MatXComputing, designing hardware to make LLMs an order of magnitude smarter.
MatX @MatXComputing
870 Followers 30 Following MatX designs hardware tailored for the world’s best AI models: We dedicate every transistor to maximizing performance for large models. Join us: https://t.co/E3XexKHUSM
Xing Han Lu @xhluca
1K Followers 212 Following Tinkering with Conversational Web Agents @Mila_Quebec
Manolis Kellis @manoliskellis
25K Followers 4K Following Dissecting disease mechanism. Single-cell, Epigenomics, Regulatory Genomics, Disease Genetics, Brain, Cancer, Metabolism. @MIT Prof, @MIT_CSAIL, @BroadInstitute
Gabriel Ilharco @gabriel_ilharco
4K Followers 1K Following Building cool things @xAI. Prev. PhD at UW, Google AI
Dan Hendrycks @DanHendrycks
17K Followers 81 Following • Director of the Center for AI Safety (https://t.co/ahs3LYCpqv) • GELU/MMLU/MATH • PhD in AI from UC Berkeley https://t.co/rgXHAnYAsQ https://t.co/nPSyQMaY9b
swyx 🔜 ai.engineer @swyx
91K Followers 3K Following Anti-ego ideas for anti-ergodic life. Founder, @smolmodels ▹ Listen: @latentspacepod ▹ Read: @coding_career ▹ Join: @aiDotengineer
Cognition @cognition_labs
124K 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/tpfZwEwGiq
Neural Magic @neuralmagic
5K Followers 2K Following Deploy the fastest ML on CPUs and GPUs using only software. GitHub: https://t.co/99a5S2627M #sparsity #opensource
Inflection AI @inflectionAI
49K Followers 3 Following We are an AI studio creating a personal AI for everyone. Our first is @pi, a supportive and empathetic conversational AI.
Phillip Lippe @ICLR20.. @phillip_lippe
2K Followers 426 Following PhD student at @UvA_Amsterdam (@quvalab), @GoogleDevExpert JAX/Flax | Prev.: Intern @GoogleDeepMind, @MSFTResearch
Unsloth AI @UnslothAI
3K Followers 257 Following Making AI & LLMs more accessible + faster for everyone! 🦥 Github: https://t.co/2kXqhhvLsb Discord: https://t.co/1Gmc1SDElj
Yi Tay @YiTayML
29K Followers 97 Following chief scientist / cofounder @RekaAILabs 🫠 past: research scientist @google brain 🤯 currently learning to be a dad 🍼
Sebastian Majstorovic @storytracer
2K Followers 812 Following Digital Historian & Data Consultant | https://t.co/fev0QjCWjp | https://t.co/yqa5eIfpTu | Co-Founder @sucho_org
François Fleuret @francoisfleuret
31K Followers 461 Following Prof. @Unige_en, Adjunct Prof. @EPFL_en, Research Fellow @idiap_ch, co-founder @nc_shape. AI and machine learning since 1994. I like reality.
Groq Inc @GroqInc
47K Followers 472 Following Creator of the LPU™ Inference Engine, providing the fastest speed for AI applications, designed & engineered in N. America https://t.co/DsEqVAC5Dp
Sebastian Siemiatkows.. @klarnaseb
22K Followers 296 Following Co-founder and CEO of @Klarna. Smoooth shopping! Trying my best to be the nightmare of the bank establishment worldwide! Do all I can so customers will love us
Guido van Rossum @gvanrossum
291K Followers 494 Following Python's BDFL-emeritus, Distinguished Engineer at Microsoft, Computer History Fellow, fully vaccinated. Opinions are my own. He/him.
Figure @Figure_robot
72K Followers 1 Following Figure is an AI Robotics company building the world's first commercially viable autonomous humanoid robot.
Enrique Piqueras @epiqueras1
2K Followers 234 Following Organizing the world's information and making it universally accessible and useful using JAX @Google @Deepmind.
Alon Albalak @AlbalakAlon
903 Followers 466 Following CS PhD candidate at @ucsbNLP. Research: Data-centric AI, Efficiency in ML, NLP.
the tiny corp @__tinygrad__
33K Followers 61 Following We make tinygrad. Our mission is to commoditize the petaflop.
Nomic AI @nomic_ai
14K Followers 50 Following Building explainable and accessible AI https://t.co/bbYqCdL8vQ
Glean @glean
4K Followers 98 Following Generative AI powered by search. Glean is the AI-powered work assistant— across all your company's data.
Genesis Cloud @GenesisCloud_
835 Followers 205 Following Genesis Cloud makes cutting-edge accelerated computing more affordable and secure at enterprise scale.
Rowan Cheung @rowancheung
499K Followers 380 Following Founder @therundownai. Sharing the latest developments in the world of artificial intelligence.
Austin Huang @austinvhuang
3K Followers 1K Following General intelligence as personal computing. Past: @GoogleDeepMind, MIT, Harvard, Berkeley.
Devi Parikh @deviparikh
23K Followers 152 Following Former Sr. Director, GenAI @Meta. Prof @GeorgiaTech. Generative artist https://t.co/z4n9IRQ3s5. Co-founded Caliper. @CarnegieMellon @RowanUniversity alum.
AdnanBoz @AdnanBoz
126 Followers 119 Following CEO of AI Product Institute & https://t.co/J82V2Z4Cid | Stanford CS, NVIDIA, eBay, Yahoo
Danijar Hafner @danijarh
14K Followers 870 Following Building AI that makes autonomous decisions using world models, artificial curiosity, and temporal abstraction @DeepMind
The hidden mechanism behind AI regulations: 1. Claim that AI can do everything . 2. Raise tons of money from investors. 3. Tell governments that AI is very dangerous and that open source AI should be regulated out of existence. .... 4. Profits!
What’s really happening in the background around AI regulation.
These are all true simultaneously: 1. Scaling up deep learning will keep paying off (unlock more applications, or higher performance on existing ones). 2. Scaling up deep learning isn't the path to AGI. 3. We aren't particularly close to AGI, and LLMs did not represent a step…
How to be as "smart" as Auto-Regressive LLMs: - memorize lots of problem statements together with recipes on how to solve them. - to solve a new problem, retrieve the recipe whose problem statement superficially matches the new problem. - apply the recipe blindly and declare…
There’s an art to distilling these to the absolute minimal necessary text. The human brain can’t comprehend how stupid these things are without practice.
@TheZachMueller @huggingface It’s such an awesome library, and an even better codebase to read. Thanks for your hard work :)
Love this, just came up IRL and often true
It's a great week for open source AI! Data is among the highest impact work to push the field forward. Bravo to 🤗
Llama3 was trained on 15 trillion tokens of public data. But where can you find such datasets and recipes?? Here comes the first release of 🍷Fineweb. A high quality large scale filtered web dataset out-performing all current datasets of its scale. We trained 200+ ablation…
The whole problem with the world is that fools and fanatics are always so certain of themselves, and wiser people so full of doubts. - Bertrand Russell
Super excited to open the Klarna Card waitlist to US consumers! 🌎Pay with Klarna - anywhere! 🌟Never revolving credit or hidden fees. 😎Cashback when you use the card in our app. techcrunch.com/2024/04/17/kla…
@AzamHussai70792 I am not sure if emergent behavior exists really? The evidence for emergence seems spotty and possibly just explained by high dimensional interpolation? Not sure fully though
Most of the neural network parameters is allocated to model what the neural network doesn’t know So if you show it noise it will spend even more parameters trying to reveal the signal, I think
Programming with copilot is like having a gps that kind of works but is also constantly trying to drive you off a cliff
From what I’ve seen AI model training startup : the first two rounds of funding are easy the subsequent ones are hard AI model tooling startup : the first two rounds of funding are hard the subsequent ones are easy(-ier)
@ClementDelangue I think they are more likely saying they couldnt license the data they paid for, for general use
BIG NEWS 🚨 Apple has reportedly refused to help ED in unlocking Arvind Kejriwal's iPhone. Apple has claimed that the data can only be accessed with the password set by the owner of the device. Kejriwal is saying that he has forgotten the password ⚡ ED had contacted Apple and…
Friendly reminder in case yall forgot: why is torch + cuda stack so incredibly popular and user friendly that it dominates all of ai market?
It’s not how much compute you have, it’s how you use it
The idea that you can get rich without doing a lot of work is so false that you can use its falsity as a heuristic. You can make more by deliberately chasing hard problems.
Good engineering matters. It's not a nice-to-have. Poor engineering means leaving your GPUs underutilized and spending 2-3x more on model training.
@HanchungLee You just have to multiply by a mask on the loss. Would be relatively easy to do.
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