deepkernel.ai @BaladaFrancesc
Full Stack Machine Learning deepkernel.ai Barcelona, Spain Joined March 2013-
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Oh no the S&P 500 is gonna collapse again when they find out
Oh no the S&P 500 is gonna collapse again when they find out
💥 ANNOUNCEMENT: Opik v1.2 is released! 💥 Opik is an open source LLM evaluation framework for: 🔥 Implementing LLM-based metrics 🪲 Logging/debugging LLM traces 💯 Scoring, annotating, and versioning LLM data And so much more. Check out the repo below.
Bayesian data analysis is a fundamental concept in data science. But it took me 2 years to understand its importance. In 2 minutes, I'll share my best findings over the last 2 years exploring Bayesian Modeling. Let's go. 1. Why Bayesian Data Analysis? Bayesian modeling is a…
Today at @answerdotai we've got something new for you: FSDP/QDoRA. We've tested it with @AIatMeta Llama3 and the results blow away anything we've seen before. I believe that this combination is likely to create better task-specific models than anything else at any cost. 🧵
Last week, I described four design patterns for AI agentic workflows that I believe will drive significant progress this year: Reflection, Tool use, Planning and Multi-agent collaboration. Instead of having an LLM generate its final output directly, an agentic workflow prompts…
Groq is a Radically Different kind of AI architecture Among the new crop of AI chip startups, Groq stands out with a radically different approach centered around its compiler technology for optimizing a minimalist yet high-performance architecture. Groq's secret sauce is this…
Principal Component Analysis (PCA) is the gold standard in dimensionality reduction with uses in business. In 5 minutes, I'll teach you what took me 5 weeks. Let's go! 1. What is PCA?: PCA is a statistical technique used in data analysis, mainly for dimensionality reduction.…
Announcing surya OCR - text recognition in 93 languages. It outperforms tesseract in almost all languages, often by large margins. Find it here - github.com/VikParuchuri/s… .
I've often heard "I wish PyTorch had more dev internals documentation" when in reality the problem is we have too much. PyTorch is a deep project and it touches on pretty much all aspects of computer science so here are my favorite references Intro @tarantulae for an overview of…
Did you know that it has taken some of the best mathematicians over two centuries to prove central limit theorem, first starting with de Moivre (1733), then almost a century after by Laplace who both used binomial distribution. Then it was Poisson who worked on this theorem, and…
The volume of LLM research being released is staggering. Although there are too many new papers for any one person to read, this work can be largely distilled into a much smaller set of overlapping themes. Recently, there are three trends in LLM research that have been especially…
#Taldiacomavui de 1939 va néixer Ricard Bofill, l'arquitecte català de més renom internacional després de Gaudí. Estructuralisme, historicisme... des de 1963 practicà diversos estils del Postmodernisme arreu, i això era casa seva: la Fàbrica (1973-75), a Sant Just Desvern. Fil 📐
Data Validation in ML Pipelines It’s so hard to get good advice on how to do this. But @weights_biases just released a free course taught by @sh_reya on exactly that. Here’s a breakdown:
SAM: Segment Anything Model from FAIR. Foundation model for image segmentation. Demo: segment-anything.com/demo Blog: ai.facebook.com/blog/segment-a… Paper: ai.facebook.com/research/publi… Code: github.com/facebookresear… Dataset: SA-1B , 11 million image, 1 billion masks ai.facebook.com/datasets/segme…
SAM: Segment Anything Model from FAIR. Foundation model for image segmentation. Demo: segment-anything.com/demo Blog: ai.facebook.com/blog/segment-a… Paper: ai.facebook.com/research/publi… Code: github.com/facebookresear… Dataset: SA-1B , 11 million image, 1 billion masks ai.facebook.com/datasets/segme…
If you enjoyed this thread, don't forget to like, comment, and retweet the first tweet. I simplify programming and getting into tech💡 Follow @NikkiSiapno for more threads like this.
If you enjoyed this thread, don't forget to like, comment, and retweet the first tweet. I simplify programming and getting into tech💡 Follow @NikkiSiapno for more threads like this.
Delighted to share with you our latest paper. Here, we test the hypothesis that aging may be driven by DNA damage-induced changes to the epigenome. Mightbe due to a glitch in the software of the body that causes it to malfunction, which can be fixed with a reboot?👇 1/
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