Calc Consulting @CalcCon
Calculation Consulting is a boutique consultancy that specializes in machine learning, AI, and data science calculationconsulting.com San Francisco Joined January 2013-
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I went through all the replies and teknium's reply to them. And it's a masterclass on fine-tuning conceptions and hands on experiences from different practitioners. Must read the tweet replies anon. Just do it.
I went through all the replies and teknium's reply to them. And it's a masterclass on fine-tuning conceptions and hands on experiences from different practitioners. Must read the tweet replies anon. Just do it.
Google's Griffin paper is a PERFECT demonstration of scaling laws. Roughly 10% improvement in performance on tasks as they scaled parameters by 7x. All trained on the same 300 billion tokens data. Models get more sample efficient or extrapolate better as you scale across…
Yes, we observed the same in our experiments on instruction-tuning. We need 8 times more "difficult" data for 1.3B model than 13B model to achieve a similar performance trend. Another key point we noted is, we only need difficult data. Easy data can just be ignored. I believe a…
Yes, we observed the same in our experiments on instruction-tuning. We need 8 times more "difficult" data for 1.3B model than 13B model to achieve a similar performance trend. Another key point we noted is, we only need difficult data. Easy data can just be ignored. I believe a… https://t.co/419oRhtvMb
The Science behind AI and how it will improve our lives. Talking with Charles Martin. thesanfranciscoexperiencepodcast.com/the-science-be… @CalcCon @AIatMeta @OpenAI @SamAltman_ERC @elonmusk @Cantellus @ChatGPTapp @AnthropicAI @MistralAI
@Kaju_Nut It taught me that mathematicians always carry around a sackful of weird theorems to start throwing at you any time you try to calculate anything useful.
Interesting to see that Mixtral is branding itself as the more cost-efficient model. Compared to the other community models, it seems to deliver the best performance/cost ratio on MMLU. mistral.ai/news/mixtral-8…
Interesting to see that Mixtral is branding itself as the more cost-efficient model. Compared to the other community models, it seems to deliver the best performance/cost ratio on MMLU. mistral.ai/news/mixtral-8… https://t.co/VAGBfAaRbZ
About 15% of all Stanford undergrads (of all majors) are learning how to build LLMs. Stats for @chrmanning's CS224N Natural Language Processing with Deep Learning below. That makes sense. LLM's are becoming a basic systems component like compute, networking and storage.
Had a great chat this weekend with one of the pioneers showing that GPT4 can pass the bar exam. He admits there may be some data leakage, but he is bullish on the results so far. And new experiments are coming to control for any data leakage as best as possible.
Compression Represents Intelligence Linearly LLMs' intelligence – reflected by average benchmark scores – almost linearly correlates with their ability to compress external text corpora repo: github.com/hkust-nlp/llm-… abs: arxiv.org/abs/2404.09937
this graph🤯 -- look just how quickly AI has been catching up to, and superseding, the human baseline Source: spectrum.ieee.org/ai-index-2024
Sebastian Raschka @rasbt
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Bojan Tunguz @tunguz
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rohan anil @_arohan_
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Delip Rao e/σ @deliprao
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Software Dev @swdevservice
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StratFinance | 15+ ye.. @strat_finance
788 Followers 4K Following 15+ years with Financial Markets | Systematic Strategies | Trading & Investing Tools | Stocks | Options | Futures | Crypto Strategies
E @ezana_nb
32 Followers 198 Following Ethiopian and (English, Irish and German , Israeli) heritage. Computer Vision, Huskers and Northwestern football fan. Maverick anything 🇩🇪🇬🇧🇺🇸🇮🇪🇮🇱🇪🇹
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Support Local Tucson @SupportTucson
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Jorge Tavares @jorgetavares
499 Followers 1K Following Scientist and Engineer of the Artificial. Nowadays @Microsoft
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27 Followers 46 Following
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Florian Laws @florianlaws
311 Followers 1K Following Forelsket i København. Works on machine learning at a startup.
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147 Followers 356 Following Writes about ML systems, compilers, and hardware accelerators
Aliyah Fontneau @AliyaFontn
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Johannes Nørskov Tok.. @RskovToke
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Kiana Peden @KianaPeden78014
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Elonda Stickley @ElondaS14263
0 Followers 1 Following Crypto enthusiasts, what's your secret for staying ahead in this fast-paced market? Share your strategies! #CryptoEnthusiasts #MarketInsights
Keiran @drenerbas
1K Followers 3K Following Maths, molecules, finance, and computing. Bit of a sabre nerd.
Joyce Twaddle @joy_twaddl
38 Followers 5K Following
Jacob Boysen @jboysen0
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Supreme Aryal @reallysupreme
73 Followers 4K Following
Nate TeBlunthuis @groceryheist
643 Followers 1K Following @[email protected]. Postoc @umsi. Past: @NU_SoC, @UWComm, Microsoft, Whitworth. Computation and collective action. member @comdatasci
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0 Followers 89 Following
Brandon @brandon_xyzw
3K Followers 740 Following In building mode using WebGPU and AI. Realtime hits different 🦦
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
710K 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
978K Followers 904 Following 🧑🍳. Previously Director of AI @ Tesla, founding team @ OpenAI, CS231n/PhD @ Stanford. I like to train large deep neural nets 🧠🤖💥
François Chollet @fchollet
469K Followers 770 Following Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.
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
Bojan Tunguz @tunguz
187K Followers 8K Following Machine Learning ex Nvidia. Kaggle Quadruple Grandmaster. Data Scientist. Physicist. Catholic. Husband. Father. Stanford Alum. e/xgb. XGBoost.eth. AMDG.
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)
Mark Tenenholtz @marktenenholtz
114K Followers 543 Following Head of AI @PredeloHQ. XGBoost peddler, transformer purveyor.
Paul Graham @paulg
1.9M Followers 772 Following
Jim 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.
Peyman Milanfar @docmilanfar
67K Followers 263 Following Distinguished Scientist at Google Research. Computational Imaging, Machine Learning, and Vision. Tweets = personal opinions. May change or disappear over time.
Google DeepMind @GoogleDeepMind
943K Followers 275 Following We’re a team of scientists, engineers, ethicists and more, committed to solving intelligence, to advance science and benefit humanity.
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
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.
Matt Harrison @__mharrison__
158K Followers 892 Following Python 🐍 + Data Science 🚀 trainer @__metasnake__ 🦜 Speaker ✍ Author 👨🏫 Instructor (@Stanford) 📣 DM for Sponsorship
Jeremy Howard @jeremyphoward
222K Followers 5K Following 🇦🇺 Co-founder: @AnswerDotAI & @FastDotAI ; Hon Professor: @UQSchoolITEE ; Digital Fellow: @Stanford
Talia Khan @TaliaKhan_MIT
4K Followers 114 Following MIT Graduate student in Mechanical Engineering ⚙️ | MIT Israel Alliance President 💙 | Fulbright Brazil Alumna 🌴
Midjourney @midjourney
338K Followers 0 Following New research lab. Exploring new mediums of thought. Expanding the imaginative powers of the human species. Join our beta: https://t.co/yAUpCWJRzi
Matt Shumer @mattshumer_
51K Followers 1K Following CEO @HyperWriteAI, @OthersideAI - I make AIs do the impossible.
Thomas Pluck @pluck_thomas
65 Followers 56 Following The goal is to harness crackhead energy to do useful work in the next 5 to 10 years.
Ubuntu @ubuntu
624K Followers 1K Following Ubuntu is an open source software operating system that runs from the desktop, to the cloud, to all your internet connected things.
Shah Mahdi Hasan @TanweerMHasan1
211 Followers 1K Following Senior ML Scientist @PredeloHQ | timeseries, symbolic regression, optimal control and probably LLM | PhD @Uni_Newcastle |🇦🇺🇧🇩
Maria Khalusova @mariaKhalusova
5K Followers 722 Following Always growing. LLM whisperer, RAG tinkerer, tech generalist, educator. She/her. 🥑 at @UnstructuredIO, previously @huggingface, @DVCorg, @JetBrains
Stability AI @StabilityAI
189K Followers 31 Following We are building the foundation to activate humanity's potential.
clem 🤗 @ClementDelangue
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👩💻 Paige Bai.. @DynamicWebPaige
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Tamay Besiroglu @tamaybes
3K Followers 719 Following Thinking about economics, computing and machine learning @EpochAIResearch @MIT_CSAIL
Quiver Quantitative @QuiverQuant
160K Followers 436 Following Bridging the information gap between Main Street and Wall Street. Disclaimer: https://t.co/dIbqx0QC5u
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The Vigilant Fox 🦊 @VigilantFox
892K Followers 2K Following Editor-in-Chief @VigilantNews. Writer, video clipper, and pro-freedom citizen journalist with 12 years of healthcare experience. https://t.co/2CGfZibYd2
Ruben Dominguez Ibar @rdominguezibar
389 Followers 575 Following VC at Mundi Ventures | Writer of "The VC Corner" newsletter, read by 50k founders and VCs
End Wokeness @EndWokeness
2.5M Followers 1K Following Fighting, exposing, and mocking wokeness. DM for submissions
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728K Followers 34 Following run by the https://t.co/pTzsng3CpG team, with help from the Motorcity Madman himself!
Mario Schlosser @mariots
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132K Followers 29 Following Our mission is to serve the world’s curiosity. https://t.co/BBZ1kG0TVG
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Owen Shroyer @OwenShroyer1776
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Many years since I was here On the street I was passin' my time away To the left and to the right, buildings towering to the sky It's outta sight in the dead of night Ooh, Here I am, again in this city Ooh, With a fistful of dollars And baby, you'd better believe...
The self-extend paper is really becoming important - "LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning" 🔥 📌 Extend existing LLMs’ context window without any fine-tuning 📌 One feasible way to avoid the O.O.D. ( out-of-distribution) problems by caused unseen…
BREAKING: Joe Biden’s administration has formally begun planning for a potential presidential transition.
Drag and transgenderism was a big part of the Third Reich. Now their woke successors flood school libraries.
Not really interested unless it's open weights. Glad for you, though
China announces a new video-gen model: Vidu (basically, the Chinese version of Sora) The claim: the model can create 16 seconds long HD video with 1080p resolution in a click. Developed by Shengshu Technology and Tsinghua University, the announcement was made today in the…
Llama 3 crushed my financial metrics tests I tested both the 70B and 8B models. Both aced the metric calculation tasks. The result from today’s tests indicate an emergence of 4 distinct LLM tiers: • thropughput tier • workhorse tier • intelligence tier • groq tier Groq…
A closer look at the difference in how #customer-facing #AI and #risk-related AI in the #banking sector: banking.emerj.ai/banking-ai-use…
#KISS 2015 Scooby-Doo! And KISS: Rock And Roll Mystery
Did you know that California has the only Mediterranean climate in the whole USA, and is only one of five climates like it in the entire world? Did you know that the San Joaquin Valley has very rare, class one soils that washed down from the Sierra? The Valley used to be an…
University students: never attend a course when you are forbidden to record what goes on there. Only professors and administrators with something shameful to hide protest about the documentation of what they teach. The universities are irretrievably corrupt. The signs are…
The answer is "10,000 Volts."
One who recognize this album is a KISS Army. Could you do that? The answer will be given tomorrow.
Update: Columbia University said it has barred encampment leader Khymani James from returning to campus after it re-emerged that he had recently said that “Zionists, white supremacists” should all be killed. The university is ambiguous over whether he was temporarily suspended or…
One of the far-left lead student organizers at the @Columbia University encampment for Gaza recorded a livestream saying that "zionists, along with all white supremacists," need to be killed. Khymani James (pronouns "he/she/they") says the public should be thankful he has not…
@pearlythingz Don Frye and my dad.
Winnie is participating in the Clipper BayPass pilot. In this video, we followed her on her transit journey from Oakland to Los Altos. The trip took her on BART, @Caltrain and @VTA - and with BayPass, she saved $13.90 one way! clipperbaypass.com
Yes! I was enjoying a beautiful day on my campus which I am allowed to do. It was very disappointing that a lady yelled at me calling me a “Zionist a**hole”, but I have as much a right as every MIT student to be on the lawn. 🇺🇸🇮🇱
This you? In the MIT Gaza solidarity encampment?
San Francisco is alive when our streets are filled with festivals, markets, and community events that bring people together and bring joy to our city. But too often we make it expensive and difficult to put on these wonderful events. So I am proposing to waive city fees for night…
A BLM activist who went to the Capitol on Jan. 6 to "incite violence" and "foment anarchy" has been sentenced to six years in prison. John Sullivan had been a regular fixture at BLM direct actions in Utah and in D.C. during the 2020 riots. Read: thepostmillennial.com/breaking-blm-a…
38 years ago today was one of the worst days of my life, as well as for over 100 million other people. I was 20 kilometers from #Chernobyl, visiting my grandparents for spring break when the disaster happened. The Soviet regime was responsible for millions of deaths on that…
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