Sentence Transformers
βthere's a whole ecosystem around it from Diffusers, Sentence Transformers, TRL, PEFT, even LLaVA, and since last week Llama.cpp. So it's a constellation of tools for AI builders to build with open modβ¦β
What the smart people are recommending. 7867 books, tools, and products endorsed by the thinkers absorb.md tracks. Ranked by how many times each has been recommended across compiled podcasts, papers, posts, and tweets.
βthere's a whole ecosystem around it from Diffusers, Sentence Transformers, TRL, PEFT, even LLaVA, and since last week Llama.cpp. So it's a constellation of tools for AI builders to build with open modβ¦β
βthere's a whole ecosystem around it from Diffusers, Sentence Transformers, TRL, PEFT, even LLaVA, and since last week Llama.cpp. So it's a constellation of tools for AI builders to build with open modβ¦β
βokay occasional reminder that you can support the mindscape podcast on patreon go to patreon.com shmc Caroll and kick in a buck or two for every episode of mindscape in return you get adree versions oβ¦β
βYou can find him on LinkedIn at Forin scobleizer I'll spell it for you s c o b l e i z r you can also find him at x.com sloyer we'll put that in the show notes but Robert welcome thank you for having β¦β
βthere's a whole ecosystem around it from Diffusers, Sentence Transformers, TRL, PEFT, even LLaVA, and since last week Llama.cpp. So it's a constellation of tools for AI builders to build with open modβ¦β
βthere's a whole ecosystem around it from Diffusers, Sentence Transformers, TRL, PEFT, even LLaVA, and since last week Llama.cpp. So it's a constellation of tools for AI builders to build with open modβ¦β
βhey I want to tell you about a new site that I built called writing examples we take writers like Steinbeck Orwell Seinfeld and break down what makes their writing so good if that sounds like it's kinβ¦β
βWe've had this historically with with Dolly 2β
βDolly 3 really if if folks have tried it it it takes things to the next levelβ
βMeta is the right partner for open-source AI development. Not just with their llama models they have a gamut of other infrastructure llama stack exeutor torch and many libraries.β
βLet's use gbtv U or gbt 4 with with image inputs to essentially create a nice human readable understandable description of that imageβ
βGmail smart compost suggested what to reply to the emailβ
βat some point actually we we had a great success in robotics with you know controlling a a robot hand um super cool video by the way if you if you go look that upβ
βour goal with the system called Fox was you know fairly simple right where we wanted to essentially reorganize the early part of the page load to overlap the processing of static HTML content with theβ¦β
βto handle this our solution which we call the lamura basically just tries to learn how best to adapt these policies at runtime by jointly considering aspects of the page the network and compute resourβ¦β
βour solution which we called pensive basically tries to automatically learn the right way to balance and jointly analyze those cross stack elements uh to make performant bit rate decisionsβ
βto address this our solution which we call dashlet uh essentially draws on insights and constraints from how short video applications actually workβ
βto tackle this challenge the main Insight behind our system called reducto uh was that low-level video features could help us hereβ
βI won't go into the details of the the geml retraining methodology of course but at a high level it follows these principles and it does this greedy merging process where it really prioritizes these hβ¦β
βfor the AI teammates launched, we have chosen Anthropics Opus 3.6 model. Uh, and that's what we're launching with right now. That's how it's powered. uh it uh did the best in our testing and analysisβ
βnews started spreading that there were companies like Jasper and copy. a that started making more money than even open AI at the timeβ
βi'm excited to tell you today about circ 1.0 and our quantum virtual machine these are two tools that we are launching to help you develop quantum programming skills and further your researchβ
βGenerated with [Pelican](https://github.com/getpelican/pelican), hosted on Github pages.β
βthe more recent one called Lana which is the code is open source the model you can get it on request if you are using it for research purpose and it's the same level of performance as things like jgbtβ¦β
βalpaca is a model which basically is a fun tune version of llama that was built by people at Stanford for answering questions and things like that instruction so they they're pretty amazingβ
βConnect the dots: Build with built-in and custom MCPs in Studioβ
βWe introduce MuJoCo Playground, a fully open-source framework for robot learning built with MJX...the entire framework is freely available at playground.mujoco.orgβ
βq sharp from microsoft they all have um they all express you know gates in inq language in iq termsβ
βthis is another method to do this kind of self-supervised running this is which is closer to this Java architecture called ijapa so this is for learning features for images without having to do data aβ¦β
βOmnik uses generative AI to enable you to launch hundreds of thousands of ad iterations that actually work customized across all platforms with a click of a button I believe in omnik so much that I inβ¦β
βwe present a systematic taxonomy of jailbreak attacks and defenses and introduce Security Cube, a unified, multi-dimensional framework for comprehensive evaluation of these techniques.β
βSome more vibe-coding fun - every math major's favorite party trick: the wobbly table theorem as an interactive 3D visualization. https://timvieira.github.io/table-theorem/β
βI generate the embeddings locally from PDF or markdown sources using an embedded model @nomic_ai, which supports large docsβ
βif you go to sdk. verel you're going to see our documentation for basically what is the easiest way to add AI to an existing product or a new productβ
βUm the uh one of the goals of open AI of course is to create a general purpose AI and really looking at the benefits to society about how we can use these tools uh to make life better for for all of uβ¦β
βthey're called Opus Sonet and Hau um they're different tradeoffs between power and intelligence and uh uh you know speed and low cost while still being intelligentβ
βthey're called Opus Sonet and Hau um they're different tradeoffs between power and intelligence and uh uh you know speed and low cost while still being intelligentβ
βSomething called MAE, developed by some of my colleagues at FAIR, masked autoencoder.β
βamong them three shows noticeable performance including DenseNet201, MobileNetV2, InceptionV3 on the teaLeafBD dataset.β
βNew from me: Etsy secretly banned the phrase βfrom the river to the seaβ on sellersβ wares, and some employees arenβt happy. A story about content moderation in wartime: https://www.platformer.news/β¦β
βif the augur and gnosis and all of these other ethereum and blockchain based prediction markets end up launching and it continues to be the case that lots of people don't end up using them then you knβ¦β
βthen they close their eyes take something like mnist or data set that classical people Benchmark their models with and just say this is like my hunter model and how it performsβ
βeveryone tests their models on mnist or Iris all these data sets that you know 20 years ago people have done in classical machine learningβ
βI think there's a a new messaging client I'm I'm really fascinated by called uh you can pronounce it as Simplex or simple x but it's another such decentralized that's what that's what people think of β¦β
βI read uh all Cypher punks a lot on Usenet and this is where you know a lot of that energy was happening um airplane CA CIA they're already coming you think it was something you said was it a black heβ¦β
βI have a competitor to Microsoft Word coming to market right and instead of having to build I don't know if you remember the infamous bad design or I don't know if it was it would end up having to desβ¦β
βsome of his research led to chatbots like Google's Bard which we met last spring confounding absolutely confoundingβ
βTo prove it Hinton showed us a test he devised for chat gp4 the chatbot from a company called open AIβ
βI'm actually very impressed with adobe's incremental edition of AI like Firefly and Tool or like you select and whatever it seems high quality well consideredβ
βWhen Kubernetes was coming out there were a lot of alternatives some proprietary some open source what ended up winning was what every company in the world decided was this standard on top of which thβ¦β
βI invested in this company called Scale AIβ
βevery company I would advise a result of that would start I used to set up a chat server in IRCβ
βAnd one of them created Fedi, Fedimint, which I hope that some of you are aware, if not, you should explore it.β
βAnd one of them created Fedi, Fedimint, which I hope that some of you are aware, if not, you should explore it.β
βthey want to use Einstein which is our you know AI platform it'll do a trillion predictive and generative transactions this week we're partnered with Sam and it's very exciting it has a trust layer thβ¦β
βIf you have a stabilizer circuit that you've been struggling to simulate or just waiting human perceivable amounts of time to simulate, you should give stim a tryβ
β# Perplexity CLI in pure shellβ
βThis is a good place to start.β
βThis tutorial demostrates semantic segmentation with a state-of-the-art model (DeepLab) on a sample video from the MIT Driving Scene Segmentation Dataset.β
βThis tutorial explores generative adversarial networks (GANs) starting with BigGAN, the state-of-the-art conditional GAN.β
βsomeone was asking about having like billing and usage by like API key and you you were talking about oh like yeah like in theory this is relatively easy to implement but we also need to think about tβ¦β
βI'm trying things like super human Ai and I need like superhuman AI for my Twitter DMS would be really usefulβ
βWe introduce CORTEX, an algorithmic framework designed for large-scale brain simulation.β
βItβs a million dollar prize to solve the ARC benchmark that he created.β
β- Install [eslint-plugin-react](https://github.com/jsx-eslint/eslint-plugin-react) and update the config:β
βWe present Agent4MR, an agent-based framework that automatically generates and refines PyPulseq sequences using a structured, physics-aware validation report.β
βWe evaluated Agent4MR on a spin-echo EPI task across three state-of-the-art LLMs...Agent4MR...automatically generates and refines PyPulseq sequencesβ
βGetting started with the functional APIβ
βSome of you may be familiar already with open fermion our electronic structure package for quantum computersβ
βThis year we also launched the fermionic quantum emulator or fqe the fermionic quantum emulator is a state vector simulatorβ
βOne by DeepMind called BYOL.β
βAnd there's another one also called DINO or Dino, also produced at FAIR.β
βA more recent version of this that we have is called V-JEPA. So it's basically the same idea as I-JEPA except it's applied to video.β
βI said we were pretty casual in how we did this you know we saw the new llama 3.1 Model come out yesterday I'm just really intrigued to hear your thoughts Ethan what did you think is it what you expecβ¦β
βThis episode is brought to you by Anvil. Their document SDK helps product teams build and launch software for documents, fast.β
βkeras.io - Keras documentationβ
βGetting started with the Sequential modelβ
βKeras FAQβ
βI want to be able to do a chat with it and then have it save the notes from it from my chat into notion um and so I'm hooking up to the notion API I got a little stuck on it but one of the things I I β¦β
βwhat we call fation circuits which can be used in machine learningβ
βYou can take this even further by connecting Claude Cowork to TradingView using webhooks. When your TradingView strategy triggers an alert, the webhook automatically notifies Claude Cowork, and it exeβ¦β
βour team at IBM has looked at what we call Hardware efficient circuits that can be used in chemistryβ
βAnd I don't know off the top of my head whether it's integrated as part of Android Studio, but I think it's like becoming more and more integrated. like if there's a terminal available, there's an optβ¦β
βIntroduction to Deep Learning with Keras, from CERN: video - slidesβ
βDevelop Your First Neural Network in Python With Keras Step-By-Stepβ
βUses [Next.js 14](https://nextjs.js.org/) with [App Router](https://nextjs.org/docs/app/building-your-application/routing) and [RSC](https://nextjs.org/docs/app/building-your-application/rendering/serβ¦β
βPractical Neural Networks with Keras: Classifying Yelp Reviewsβ
βUnderstanding Stateful LSTM Recurrent Neural Networks in Python with Kerasβ
βBuilding powerful image classification models using very little dataβ
βBuilding Autoencoders in Kerasβ
βA complete guide to using Keras as part of a TensorFlow workflowβ
βIntroduction to Keras, from University of Waterloo: video - slidesβ
βServerside rendering with [Streaming](https://nextjs.org/docs/app/building-your-application/routing/loading-ui-and-streaming) is used throughout to maximize speed and concurrencyβ
βFound is a business banking platform that lets you effortlessly track expenses manage invoices and prepare for taxes you can even set aside money for different business goals and control spending withβ¦β
βwe release a new set of benchmark environments that drastically increase exploration challenges and state counts in existing OpenSpiel games while keeping exploitability measurements analytically tracβ¦β
βInstalling Keras for deep learningβ
βTime Series Prediction with LSTM Recurrent Neural Networks in Python with Kerasβ
βand then kassis they're working on the chemistry problem they want to look at Ric structure problems and they want to come set it up so you can just put in a simple description of the problem use theiβ¦β
βyou've often talked about the benefits that will come to the medical field and when you go through the sdgs it seems like good health and medicine is an area where you feel that AI will have a lot of β¦β
βI don't have one yet nope I'll get you one I'll get you one I'd love that actually they actually just reached out to me because me talking about it so much is blowing their company up they asked me toβ¦β