Christian S. Perone @tarantulae
Machine Learning, Computer Science, Math. Computer Science (UPF Brazil) 🇧🇷🧉 / Machine Learning (@polymtl/@UMontreal) 🇨🇦. Working with Autonomous Vehicles. blog.christianperone.com London, United Kingdom Joined February 2009-
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caseychu.github.io/normal-distrib…
Tried to use Gemini experimental to summarize an YouTube video and it starts to summarize the advertising that always comes before the video in YouTube, well done.
Very cool work 👏
Many LLM fine-tuning methods. Unclear what you should use & why? In our new paper, we did an extensive study of on-policy RL, supervised & offline contrastive methods (DPO, IPO) to answer this... 🧵⬇️ On-policy > offline, mode-seeking > mode-covering understanding-rlhf.github.io
"These open-source LLMs are getting very dangerous, we have to regulate them." Defense Tech:
How can we possibly still consider chatbot arena as if it is "de facto" evaluation ? Big labs have tons of folks (who knows very well how to identify their own models) gaming there. Being correlated with chatbot arena rank is also now considered good for other metrics, oh boy 💁♂️
🤣🤣🤣🤣🤣🤣
Cool blog posts track from ICLR 2024: iclr-blogposts.github.io/2024/blog/inde…
JUST IN: NVIDIA's share price has plunged by over 9% so far today
Introducing Meta Llama 3: the most capable openly available LLM to date. Today we’re releasing 8B & 70B models that deliver on new capabilities such as improved reasoning and set a new state-of-the-art for models of their sizes. Today's release includes the first two Llama 3…
In 2026 we will realize that sudden emergent behaviour was actually warm-up and cosine annealing all the time.
Immanuel Kant, born 300 years ago, was driven by a question that still plagues us: Are ideas like freedom and justice utopian daydreams, or are they more substantial? nyti.ms/4cS7xdQ
Boston Dynamics reveals its new, improved all-electric Atlas robot, and @bheater has all the details right here: tcrn.ch/3vKUeeN
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.
The reason we have LLMs is because humans standardized language. The reason we don't have a foundation for robotics is that we never standardized it. In the near term, we will see standardization appearing everywhere to capitalize on imitation.
Announcing the alpha release of torchtune! torchtune is a PyTorch-native library for fine-tuning LLMs. It combines hackable memory-efficient fine-tuning recipes with integrations into your favorite tools. Get started fine-tuning today! Details: hubs.la/Q02t214F0
98% of cases using fancy vector db ultimate pro 2.0 (which is actually faiss) for rag can be replaced by dot product with an array in memory.
Marcelo Oliveira @Capyvara
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35K Followers 974 Following Emergency Doc & Clinical Neuroscience DPhil (PhD) Student @NDCNOxford @MertonCollege @UniofOxfordPaulo Lotufo @PauloLotufo
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186K Followers 877 Following Cofounded and lead @PyTorch at Meta. Also dabble in robotics at NYU. AI is delicious when it is accessible and open-source.Leandro R. Tessler �.. @leandrotessler
15K Followers 2K Following Física. Divulgação Científica. Certificado antes de inventarem o Twitter Blue. O último apaga a luz do Twitter: https://t.co/reDJ51vRkcDelip 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 🌈Jose Gallucci-Neto @josegallucci
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36K Followers 4K Following Cientista na USP, pesquisa os ritmos circadianos das plantas. Posso ou não ser uma pessoa notória. Ele/He [email protected]Horace He @cHHillee
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760K Followers 748 FollowingThe Fisher metric defines the unique Riemannian structure of parametric densities invariant by re-parameterization. For 1D Gaussians, corresponds to the Poincaré hyperbolic half plane. en.wikipedia.org/wiki/Fisher_in…
Many LLM fine-tuning methods. Unclear what you should use & why? In our new paper, we did an extensive study of on-policy RL, supervised & offline contrastive methods (DPO, IPO) to answer this... 🧵⬇️ On-policy > offline, mode-seeking > mode-covering understanding-rlhf.github.io
Atmosphere (clichê, eu sei, dsclp)
📣 We’re investing £1.5 billion into AI compute. This will help scientists and researchers gain access to cutting-edge computing power to make new drug discoveries and better understand climate change🌍 Investing in our industries creates more jobs and helps grow the economy 📈
10 years in the UK, still struggling with military alphabet. Whenever I need to spell my name on the phone, all the words start wrestling and flying around. I was like T for transformer, I for intelligence, A for artificial .. N for ummmmm nan
Our devices are extraordinarily capable AI machines. In fact, there's no better computer for AI on the market today. We are going to leap frog the competition with powerful on-device AI. Also, 8GB ought to be enough for anybody.
@cis_female having spent a little bit of time working on agents, the bottleneck if often not inference speed but interaction speed. Interacting with buttons and browsers and UIs is so inefficient and much slower than say if you had direct API access, and very often you don't.
🚀 We just launched NAVSIM, which lets you train and test end-to-end driving algorithms on challenging real-world scenarios with principled metrics: github.com/autonomousvisi… and a @CVPR Challenge: up to $27,000 for the winner! 🤗 @huggingface Leaderboard: huggingface.co/spaces/AGC2024…
Really exciting to see this! The kicker here is that if you exclude extremely short queries (<5 tokens), 1.5 Pro ranks joint #1 unequivocally.
More exciting news today -- Gemini 1.5 Pro result is out! Gemini 1.5 Pro API-0409-preview now achieves #2 on the leaderboard, surpassing #3 GPT4-0125-preview to almost top-1! Gemini shows even stronger performance on longer prompts, in which it ranks joint #1 with the latest…
Math teaches you how to be good with monoids.
People seem hesitant to learn programming because of math. How much math do YOU do regularly in your coding?
This hits home pretty hard... linkedin.com/posts/matthew-…
I'm relieved the target doesn't appear to be the nuclear facility in Isfahan, though the intended message may be "it could be next time." Definite potential for further escalation. To keep up-to-date with developments involving Iran (and Russia!) follow the multilingual Nicole!
The reports on telegram are suggesting it could be 8th Shekari (fighter airbase) so possible the Khatami airbase or Isfahan airport- unconfirmed t.me/sepah_cyberi_i…
Hoje recebemos no @Insper o Professor Answath Damodaran @AswathDamodaran, que é simplesmente o maior nome do mundo na área de valoração de empresas. Esse é um tema que eu estudei aos poucos com calma desde a época que estava no mestrado, e praticamente 100% da minha formação foi…
Introducing Meta Llama 3: the most capable openly available LLM to date. Today we’re releasing 8B & 70B models that deliver on new capabilities such as improved reasoning and set a new state-of-the-art for models of their sizes. Today's release includes the first two Llama 3…
I'm frequently a Bayesian
Are you a Frequentist or a Bayesian?
*An Embarrassingly Simple Approach for LLM with Strong ASR Capacity* by @ddlbojack et al. You can get SOTA performance on speech recognition by (fundamentally) asking a pre-trained LLM to transcribe the audio. arxiv.org/abs/2402.08846
Immanuel Kant, born 300 years ago, was driven by a question that still plagues us: Are ideas like freedom and justice utopian daydreams, or are they more substantial? nyti.ms/4cS7xdQ