DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining
In this paper, we propose Domain Reweighting with Minimax Optimization (DoReMi), which first trains a small proxy model using group distributionally robust optimization (Group DRO) over domains to pro...
Highlights from Git 2.41: Improvements in Handling Unreachable Objects
The open-source Git project recently released Git 2.41, with features and bug fixes provided by over 95 contributors, including 29 new ones. One of the most notable improvements in this new version of...
Implementing HATEOAS in your ASP NET Core web API: Enhancing API Discoverability and Navigability
As developers, we strive to build robust and user-friendly web APIs that provide a seamless experience for clients. One powerful approach to achieve this is by implementing HATEOAS (Hypermedia as the ...
OpenAI Execs Warn of Risk of Extinction in New Open Letter
Executives from OpenAI, DeepMind, and other AI researchers caution that their lifes work could potentially extinguish all of humanity. The Center for AI Safety released a statement about the risks of ...
Building Better Pangenomes to Improve Genomic Equity: An International Collaboration Announces Completion of First Human Pangenome Reference
Google AI Blog shares how an international collaboration of 119 scientists across 60 institutions, known as the Human Pangenome Research Consortium, has completed the first human pangenome reference. ...
Nvidias CEO Talks About the Future of Work: A.I. Wont Steal Jobs, but Skilled Experts Will Benefit
Nvidia’s CEO, Jensen Huang, discussed the transformation of the workplace due to Artificial Intelligence (A.I.) during his graduation speech at National Taiwan University. While A.I. won’t steal jobs,...
OpenAIs Short-Term Plans According to Sam Altman
Last week, Sam Altman sat down with 20 developers to discuss OpenAIs APIs and product plans. One major theme that emerged is that OpenAI is heavily GPU limited at present, slowing down short-term plan...
They Plugged GPT-4 Into Minecraft—and Unearthed New Potential for AI
An AI researcher at Nvidia led a team to set the GPT-4 model loose inside Minecraft, resulting in the creation of a Minecraft bot called Voyager that suggests goals, generates code, and refines its ac...
ValueTask and ValueTask for50 C# (Advanced) Optimization Performance Tips
Boost your C# applications performance with these 50 advanced optimization tips. Learn to improve memory usage, async programming, parallelism, caching, thread safety, LINQ queries, data structures, S...
Tree of Thoughts - An All-New Powerful and Flexible Algorithm to Advance Model Reasoning by 70%
# Tree of Thoughts 🌳🌲🌴🌿🍃 Tree of Thoughts (ToT) is an all-new powerful and flexible algorithm that advances model reasoning by a whopping 70%. This is a plug-in-and-play version, connect your ow...
Voyager: An Open-Ended Embodied Agent with Large Language Models
Voyager is an embodied lifelong learning agent in Minecraft that utilizes large language models for skill acquisition and exploration. It consists of three key components: an automatic curriculum that...
Authentication and Authorization of Dapr Requests for .NET Web API
Learn how to authenticate and authorize requests coming from Dapr in a .NET Web API deployed to Azure Container Apps as a container app. Discover how to set up the application with minimal impact to l...
Musicpy - A concise, human-readable music programming language in Python
Musicpy is a Python-based music programming language that allows you to write music using a simple, easy-to-learn syntax. It incorporates a fully computerized music theory system and can be used for e...
Introducing the ChatGPT app for iOS
The ChatGPT app syncs your conversations, supports voice input, and brings our latest model improvements to your fingertips. Since the release of ChatGPT, weve heard from users that they love using Ch...
Understanding the Dapr Workflow engine & authoring workflows in .NET
In this post, youll learn about the latest Dapr building block API, Dapr Workflow. You’ll learn how the workflow engine works, and how to author a basic workflow using C#. Dapr Workflow is a code-base...
State of GPT | BRK216HFS
Andre Carpathy, an AI researcher and founding member of OpenAI, delivered a talk on the state of GBT and the evolving ecosystem of large language models. The talk consisted of two parts, covering GBT ...
What’s new in C# 12 and beyond | BRK203H
Matt Torgeson and Dustin Campbell introduced themselves as members of the C-sharp language design team and provided information on how to engage with them, including QR codes with links for asking que...
Announcing Azure Monitor OpenTelemetry Distro
Our goal is to make Azure the most observable cloud. To that end, we are refactoring Azure’s native observability platform to be based on OpenTelemetry, an industry standard for instrumenting applicat...
RWKV: Reinventing RNNs for the Transformer Era
Transformers have revolutionized almost all natural language processing (NLP) tasks but suffer from memory and computational complexity. In contrast, recurrent neural networks (RNNs) exhibit linear sc...
Transform your business with smart .NET apps powered by Azure and ChatGPT
With ChatGPT, you can unleash the full potential of AI in your .NET applications and create amazing user experiences with natural language. ChatGPT is more than just a tool; it’s a game-changer for ho...