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  • Transformer models: an introduction and catalog — 2023 Edition

    Transformer models: an introduction and catalog — 2023 Edition January 16, 2023 52 minute read This post is now an ArXiV paper that you can print and cite. Update 05/2023 Another pretty large update after 4 months. I was invited to submit the article to a journal, so I decided to enlist some help from some LinkedIn colleages and completely revamp it. First off, we added a whole lot of new models,

      Transformer models: an introduction and catalog — 2023 Edition
    • eBPF for Service Mesh? Yes, But Envoy is Here to Stay

      Our goal here at Solo.io is to bring valuable solutions to our customers around application networking and service connectivity. Back in October, we announced our plans to enhance our enterprise service-mesh product (Gloo Mesh Enterprise) with eBPF to optimize the functionality around networking, observability, and security. To what extent can eBPF play a role in a service mesh? How does the role

        eBPF for Service Mesh? Yes, But Envoy is Here to Stay
      • ReAct Prompting – Nextra

        ReAct Prompting Yao et al., 2022 (opens in a new tab) introduced a framework named ReAct where LLMs are used to generate both reasoning traces and task-specific actions in an interleaved manner. Generating reasoning traces allow the model to induce, track, and update action plans, and even handle exceptions. The action step allows to interface with and gather information from external sources such

        • Meaningful availability | the morning paper

          the morning paper a random walk through Computer Science research, by Adrian Colyer Made delightfully fast by strattic Meaningful availability, Hauer et al., NSDI’20 With thanks to Damien Mathieu for the recommendation. This very clearly written paper describes the Google G Suite team’s search for a meaningful availability metric: one that accurately reflected what their end users experienced, and

            Meaningful availability | the morning paper
          • Best practices for using third-party embeds  |  Articles  |  web.dev

            Best practices for using third-party embeds Stay organized with collections Save and categorize content based on your preferences. Many sites use third-party embeds to create an engaging user experience by delegating some sections of a web page to another content provider. The most common examples of third-party content embeds are video players, social-media feeds, maps, and advertisements. Third-

            • NeRF at CVPR 2022

              There are more than 50 papers related to Neural Radiance Fields (NeRFs) at the CVPR 2022 conference. With my former student and now colleague at Google Research, Andrew Marmon, we rounded up all papers we could find and organized them here for our edification, and your reading pleasure. Below are all the papers at CVPR’22 that we could find by scanning titles and reading the associated papers, som

              • “Who Should Write the Terraform?”

                The Problem Working in Cloud Native consulting, I’m often asked about who should do various bits of ‘the platform work‘. I’m asked this in various forms, and at various levels, but the title’s question (‘Who should write the Terraform?) is a fairly typical one. Consultants are often asked simple questions that invite simple answers, but it’s our job to frustrate our clients, so I invariably say “i

                  “Who Should Write the Terraform?”
                • FoundationDB: A Distributed Key-Value Store – Communications of the ACM

                  FoundationDB is an open-source transactional key-value store created more than 10 years ago. It is one of the first systems to combine the flexibility and scalability of NoSQL architectures with the power of ACID transactions. FoundationDB adopts an unbundled architecture that decouples an in-memory transaction management system, a distributed storage system, and a built-in distributed configurati

                  • autism boarding school

                    Welcome to Seven Stars Adolescence can present many challenges for teens who are falling behind their peers due to the neurological and developmental lags associated with ASD and ADHD. Seven Stars is one of the nation’s premier residential treatment centers for teens with autism and other neurodevelopmental disorders. Whether diagnosed with a neurodevelopmental disorder to date or not, Seven Stars

                      autism boarding school
                    • High Availability and MetroCluster Configuration Guide

                      Data ONTAP® 8.2 High Availability and MetroCluster Configuration Guide For 7-Mode October 2020 | 215-08524_B0 doccomments@netapp.com Updated for 8.2.1 Contents Understanding HA pairs................................................................................................. 8 What an HA pair is....................................................................................................

                      • Why Web3 Matters - a16z crypto

                        Web1 (roughly 1990-2005) was about open protocols that were decentralized and community-governed. Most of the value accrued to the edges of the network — users and builders.Web2 (roughly 2005-2020) was about siloed, centralized services run by corporations. Most of the value accrued to a handful of companies like Google, Apple, Amazon, and Facebook.We are now at the beginning of the web3 era, whic

                          Why Web3 Matters - a16z crypto
                        • New in Firefox 77: DevTool improvements and web platform updates – Mozilla Hacks - the Web developer blog

                          New in Firefox 77: DevTool improvements and web platform updates Note: This post is also available in: 简体中文 (Chinese (Simplified)), 繁體中文 (Chinese (Traditional)), and Español (Spanish). A new stable Firefox version is rolling out. Version 77 comes with a few new features for web developers. This blog post provides merely a set of highlights; for all the details, check out the following: Firefox 77

                            New in Firefox 77: DevTool improvements and web platform updates – Mozilla Hacks - the Web developer blog
                          • Twelve-factor app anno 2022 | Xenit

                            The Twelve-factor app is a methodology for building software-as-a-service apps that was first formulated by developers associated with Heroku. It's been ten years since the first presentation of this methodology. Despite the criticism that it is only applicable to Heroku and similar webapp services, it remains a relevant yard stick for software-as-a-service development. Some of its tenets have bee

                            • Client-side WebAssembly WordPress with no server

                              Welcome! The WordPress coreCore Core is the set of software required to run WordPress. The Core Development Team builds WordPress. development team builds WordPress! Follow this site for general updates, status reports, and the occasional code debate. There’s lots of ways to contribute: Found a bugbug A bug is an error or unexpected result. Performance improvements, code optimization, and are cons

                                Client-side WebAssembly WordPress with no server
                              • GitHub - ErikMcClure/bad-licenses: A compendium of absurd open-source licenses.

                                A compendium of absurd, funny, and downright bad licenses. A table of contents is provided here with titles and a summary of what the license does. Sources, when available, are provided in the descriptions. Also, don't take this seriously. UNOFFICIAL LEGAL ADVICE: Don't use these. Like, ever. Passive-Aggressive License A license that allows you to copy, modify, or distribute the source code or com

                                  GitHub - ErikMcClure/bad-licenses: A compendium of absurd open-source licenses.
                                • AI Timelines via Cumulative Optimization Power: Less Long, More Short — LessWrong

                                  The general trend is clear: larger lifetime compute enables systems of greater generality and capability. Generality and performance are both independently expensive, as an efficient general system often ends up requiring combinations of many specialist subnetworks. BNNs and ANNs both implement effective approximations of bayesian learning[29]. Net training compute then measures the total intra-li

                                    AI Timelines via Cumulative Optimization Power: Less Long, More Short — LessWrong
                                  • Apple + NeXT, 25 years ago today.

                                    #haymanSplaining Let's see if this works. I sure hope I can change this description later. 25 years ago today, I was a field systems engineer for NeXT, one of three NeXT employees in Canada – and our family was in Scranton, Pennsylvania, introducing a three week old baby to his grandmother. Nobody had reliable cell phones back then, so most messaging was done through a voice mail system called Aud

                                      Apple + NeXT, 25 years ago today.
                                    • Research | Open Assistant

                                      This page lists research papers that are relevant to the project. Table of Contents​Reinforcement Learning from Human FeedbackGenerating Text From Language ModelsAutomatically Generating Instruction Data for TrainingUncertainty Estimation of Language Model OutputsEvidence-Guided Text GenerationReward Model OptimizationDialogue-Oriented RLHFReduce Harms in Language ModelsReinforcement Learning from

                                      • Python logging - under the hood

                                        Agenda This post aims at making you aware about the internals of the Python logging module. I often find myself struggling to use the logging module and have to refer the documentation. It's either my ignorance towards logging or probably logging isn't documented as well and crisply as it should be. So this is my take to unravel what goes on in the logging module. If you have a solid grasp of diff

                                          Python logging - under the hood
                                        • Improving Tracking Prevention in Microsoft Edge

                                          Today, we’re excited to announce some improvements to our tracking prevention feature that have started rolling out with Microsoft Edge 79. In our last blog post about tracking prevention in Microsoft Edge, we mentioned that we are experimenting with ways that our Balanced mode can be further improved to provide even greater privacy protections by default without breaking sites. We are looking to

                                            Improving Tracking Prevention in Microsoft Edge
                                          • Optimizing sample sizes in A/B testing, Part I: General summary · Chris Said

                                            A special thanks to John McDonnell, who came up with the idea for this post. Thanks also to Marika Inhoff and Nelson Ray for comments on an earlier draft. If you’re a data scientist, you’ve surely encountered the question, “How big should this A/B test be?” The standard answer is to do a power analysis, typically aiming for 80% power at \(\alpha\)=5%. But if you think about it, this advice is pret

                                              Optimizing sample sizes in A/B testing, Part I: General summary · Chris Said
                                            • How we organize and get things done with SERVICEOWNERS

                                              EngineeringHow we organize and get things done with SERVICEOWNERSTake CODEOWNERS and GitHub teams to the next level. Learn about how GitHub engineering solves the age old problem of who owns what. GitHub’s primary codebase is a large Ruby on Rails monolith with over 4.2 million lines of code across roughly 30,000 files. As the platform has grown over the years, we have come to realize that we need

                                                How we organize and get things done with SERVICEOWNERS
                                              • vaseretic generic. Buy online generic. / - Field and Stream Questions and Answers

                                                №1 US Reliable Pharmacy - Buy online generic -- Click here for more info - vaseretic generic - Quality and pharmaceutical dosage. - Fast delivery guaranteed. - 100% legal products. - Bonus pills and big discounts for every order - Our prices are 70% less than your local pharmacy - Various payment methods: MasterCard / Visa / AMEX / PayPal / BitCoin - Fast delivery and complete anonymity - Your ful

                                                • Getting started with JAX (MLPs, CNNs & RNNs)

                                                  Robert Tjarko Lange Evolutionary Meta-Learning @sakana.ai @TU Berlin JAX, Jax, JaX. Twitter seems to know nothing else nowadays (next to COVID-19). If you are like me and want to know what the newest hypetrain is about - welcome to todays blog post! I will walk you through some exciting CS concepts which were new to me (I am not a computer engineer, so this will be an educational experience for yo

                                                    Getting started with JAX (MLPs, CNNs & RNNs)
                                                  • 使いやすくパワフルなWordPressダウンロードマネージャプラグイン14選

                                                    使いやすくパワフルなWordPressダウンロードマネージャプラグイン14選 WordPressは、ブログの作成や、ウェブサイトのホスティングに使用される優れたプラットフォームですが、近年では、更なる進化を見せています。WordPressは、ウェブの37%以上で使用される強力なコンテンツ管理システムで、ダウンロードマネージャプラグインのおかげで、様々なファイルのダウンロードに対応できます。 WordPressの標準ユーザーインターフェースにも、ファイルのダウンロード管理機能はありますが、そのファイル管理は、簡単でも効率的でもありません。また現在利用可能な、新しく、人気のあるWordPressダウンロードマネージャプラグインの半分の機能も備えていません。 この記事では、WordPress標準のファイル管理機能を強化する、優れたダウンロードマネージャプラグインをご紹介します。 準備はいいですか

                                                      使いやすくパワフルなWordPressダウンロードマネージャプラグイン14選
                                                    • Welcome to Discover three.js! | Discover three.js

                                                      Welcome to Discover three.js! Hello and welcome to Discover three.js! In this book, we’ll show you how to harness the power of the third dimension to create websites that really stand out from the crowd, using the three.js JavaScript graphics library. Whether you want to create product displays, landing pages, data visualization, music videos, advertising, games, CAD, CAM, or BIM software, or any

                                                        Welcome to Discover three.js! | Discover three.js
                                                      • Terrastruct

                                                        Diagram layout engines: Minimizing hierarchical edge crossings TALA is a new layout engine designed specifically for software architecture. At its core, it combines many different graph visualization algorithms to produce aesthetic diagrams. This article is a part of a series where we dive into the inner workings of TALA. Today's topic is on minimizing edge crossings in hierarchical layouts. For b

                                                          Terrastruct
                                                        • Woke invades the sciences | Alan Sokal | The Critic Magazine

                                                          The intrusion of irrational ideology is distorting and censoring science A quarter-century ago, the “Science Wars” — an unfortunate military metaphor applied to an intellectual debate — pitted a motley crew of postmodernist-influenced literary scholars and social scientists, often (but not always) of a leftist and feminist political bent, espousing an extreme social-constructivist view of science

                                                            Woke invades the sciences | Alan Sokal | The Critic Magazine
                                                          • What I learned from making a DNS client in Rust

                                                            Over the last few weeks I built my own DNS client. Mostly because I thought dig (the standard DNS client) was kinda clunky. Partly because I wanted to learn more about DNS. So here's how I built it, and how you can build your own too. It's a great weekend project, and I learned a lot from finishing it. Why? Julia Evans gave me the idea of making a DNS client. She's one of my favourite tech blogger

                                                              What I learned from making a DNS client in Rust
                                                            • Precio Imovane @ precio Imovane gotas farmacia del ahorro -

                                                              Farmacia europea Precio Imovane URL == http://url-qr.tk/Imovane - Entrega rápida garantizada en todo el mundo. - Varios métodos de pago: MasterCard / Visa / AMEX / PayPal / BitCoin - completo anonimato - Calidad farmacéutica y dosificación. - Le reembolsaremos si el artículo no es adecuado para usted. precio Imovane gotas farmacia del ahorro 70% as imovane del · law ... Cod razonables, secundarios

                                                              • On-Line Clonazepam ( Clonazepam nessuno script - Domini e Registrazioni - Hosting Talk Forum

                                                                Farmacia europea On-Line Clonazepam - Prezzi bassi e sconti! Visita oggi! Fai clic qui - Vai in farmacia - Prodotti legali al 100%. - Qualità e dosaggio farmaceutico. - Consegna veloce garantita. - Diversi metodi di pagamento: MasterCard / Visa / AMEX / PayPal / BitCoin Clonazepam nessuno script Or check using down condition. clonazepam Decide is named no the regulatory or 10 is … clonazepam bottl

                                                                • Autoscaling Databases in Kubernetes for MongoDB, MySQL, and PostgreSQL

                                                                  At some point, your needs for improving database performance may run into a threshold where optimization and tuning are no longer enough. If you cannot change the database engine and can no longer tune the parameters for your workload, you need to use scaling. As it is widely known, scaling may be either vertical or horizontal. Vertical scaling means adding more resources to a single node. Usually

                                                                    Autoscaling Databases in Kubernetes for MongoDB, MySQL, and PostgreSQL
                                                                  • Introducing Microsoft 365 Copilot — your copilot for work

                                                                    Humans are hard-wired to dream, to create, to innovate. But today, we spend too much time consumed by the drudgery of work, on tasks that zap our time, creativity, and energy. To reconnect to the soul of our work, we don’t just need a better way of doing the same things. We need a whole new way to work. Today, we are bringing the power of next-generation AI to work. Introducing Microsoft 365 Copil

                                                                    • 例のごとくATOM Cam2を使い倒す(telnetdとftpdを使う) - honeylab's blog

                                                                      さて、ATOM Cam2ですが、例のごとくONVIF対応もなく、 NAS対応がされていないようで、せっかく防水外部設置ができるのに、例えばmicroSD内のファイルを一括ダウンロードするような操作のために本体にアクセスしなければいけなかったりしていまいち使いにくいです。 (NAS対応についてですが内部的には対応しているようですが、IPアドレスなどの設定情報を書き込むUIが無いために動作していないように見えます) 起動ログにはNASに関するメッセージが出ている ということで、ATOM Cam2を遠隔操作、自動化するための方法をまとめておきます。 できること ・telnetによるシェル操作 ・ftpによるファイル転送 注意 ・上記の機能追加はセキュリティ上の脆弱性となります。パスワードを適切に設定したり、アクセスポイントに対するセキュリティを強化するなど、十分な対策を行う必要があります。 また

                                                                        例のごとくATOM Cam2を使い倒す(telnetdとftpdを使う) - honeylab's blog
                                                                      • Wordware

                                                                        with Natural Language ProgrammingWordware enables anyone to develop, iterate and deploy useful AI Agents. Empowering developers, enabling everyone.Wordware combines the best aspects of software with the power of natural language. Remove constraints of traditional no-code tools and empower every team member to iterate independently.Join over 10,000 users from AI tinkerers to large enterprises. Acce

                                                                          Wordware
                                                                        • Awesome Terraform | Curated list of awesome lists | Project-Awesome.org

                                                                          A curated list of resources on HashiCorp's Terraform. Your contributions are welcome! Terraform enables you to safely and predictably create, change, and improve production infrastructure. It is an open source tool that codifies APIs into declarative configuration files that can be shared amongst team members, treated as code, edited, reviewed, and versioned. Contents Legend Official Resources Com

                                                                          • Database Fundamentals

                                                                            About a year ago, I tried thinking which database I should choose for my next project, and came to the realization that I don't really know the differences of databases enough. I went to different database websites and saw mostly marketing and words I don't understand. This is when I decided to read the excellent books Database Internals by Alex Petrov and Designing Data-Intensive Applications by

                                                                              Database Fundamentals
                                                                            • Book: "Performance Analysis and Tuning on Modern CPUs"

                                                                              We live in an increasingly data-centric world, where we generate enormous amounts of data each day. The growth of information exchange fuels the need for both faster software and faster hardware. Unfortunately, modern CPUs are not enjoying big improvements in single-core performance as they used to in the past decades. That's why performance tuning is becoming more important than it has been for t

                                                                                Book: "Performance Analysis and Tuning on Modern CPUs"
                                                                              • GitHub - feltcoop/why-svelte: Why Svelte is our choice for a large web project in 2020

                                                                                Why Svelte is our choice for a large web project in 2020 tldr — Svelte is a JavaScript framework for building user interfaces. Its compiler architecture enables amazing tradeoffs for UX and DX. Svelte might be worth your attention, especially if you pine for the web of yore and future. Contents Introduction Advantages easy to learn syntax and semantics write less code compilers enable output flexi

                                                                                  GitHub - feltcoop/why-svelte: Why Svelte is our choice for a large web project in 2020
                                                                                • Amazon Aurora supports MySQL 8.0

                                                                                  Amazon Aurora MySQL-Compatible Edition now supports MySQL major version 8.0. MySQL 8.0 includes improved performance functionality from enhancements such as instant DDL to speed up the overall process of creating and loading a table and its associated indexes and SKIP LOCKED and NOWAIT options to avoid waiting for other transactions to release row locks. MySQL 8.0 adds developer productivity featu

                                                                                    Amazon Aurora supports MySQL 8.0