NVIDIA’s Biggest AI Breakthroughs🔥
Plus: Google’s AI Surprise for Developers. Stability AI launches LLM code generator.
Hello Engineering Leaders and AI Enthusiasts!
Welcome to the 81st edition of The AI Edge newsletter. This edition brings you “NVIDIA’s Biggest AI Breakthroughs”.
And a huge shoutout to our incredible readers. Your support is invaluable to us!😊
In today’s edition:
🌟 NVIDIA’s Biggest AI Breakthroughs
🎁Google’s AI Surprise for Developers
🚀 Stability AI launches LLM code generator
💡 Knowledge Nugget: Wonder Tools 🐬 AI to try by
Let’s go!
NVIDIA’s Biggest AI Breakthroughs
Reveals a new chip GH200
Nvidia announced a new chip GH200, designed to run AI models. It has the same GPU as the H100, Nvidia’s current highest-end AI chip, but pairs it with 141 gigabytes of cutting-edge memory and a 72-core ARM central processor. This processor is designed for the scale-out of the world’s data centers.
The adoption of Universal Scene Description (OpenUSD)
Announced new frameworks, resources, and services to accelerate the adoption of Universal Scene Description (USD), known as OpenUSD. Through its Omniverse platform and a range of technologies and APIs, including ChatUSD and RunUSD, NVIDIA aims to advance the development of OpenUSD, a 3D framework that enables interoperability between software tools and data types for creating virtual worlds.
An AI Workbench
Introduced AI Workbench, a developer toolkit that simplifies creating, testing, and customizing pre-trained generative AI models. The toolkit allows developers to scale these models to various platforms, including PCs, workstations, enterprise data centers, public clouds, and NVIDIA DGX Cloud. This will speed up the adoption of custom generative AI for enterprises worldwide.
The Partnership between NVIDIA and Hugging Face
NVIDIA and Hugging Face have partnered to bring generative AI supercomputing to developers. Integrating NVIDIA DGX Cloud into the Hugging Face platform will accelerate the training and tuning of large language models (LLMs) and make it easier to customize models for various industries. This partnership aims to connect millions of developers to powerful AI tools, enabling them to build advanced AI applications more efficiently.
Why does this matter?
NVIDIA’s GH200 Chip for AI Models can enhance AI hardware with increased memory and optimized processor for data centers. OpenUSD can potentially transform industries like gaming and design by simplifying collaboration and reducing compatibility issues. In contrast, the collab between NVIDIA & Hugging Face is crucial in empowering developers with advanced AI tools for NLP.
Google’s AI Surprise for Developers
Project IDX is an experiment by Google to improve full-stack, multi-platform app development. It aims to simplify the complex app development process across mobile, web, and desktop platforms. It is a browser-based development experience built on Google Cloud and powered by Codey, Google's PaLM 2-based foundation model for programming tasks.
It allows developers to work from anywhere, import existing projects, and preview apps across platforms. It supports frameworks like Angular, Flutter, Next.js, React, Svelte, Vue and languages like JavaScript and Dart. AI capabilities like smart code completion and contextual code actions are also included. Google plans to add support for more languages like Python and Go in the future. Additionally, Project IDX integrates with Firebase hosting for easy deployment of web apps.
Why does this matter?
By incorporating models like Codey, IDX offers tools like Studio Bot and Duet, Google IDX might revolutionize coding experiences in Android Studio and Google Cloud. Smart code completion, contextual actions, and an assistive chatbot can empower developers to write code more efficiently and maintain high standards.
Stability AI launches LLM code generator
Stability AI has released StableCode, an LLM generative AI product for coding. It aims to assist programmers in their daily work and provide a learning tool for new developers. StableCode uses three different models to enhance coding efficiency. The base model was trained in various programming languages, including Python, Go, Java, and more. It was then further trained on 560B tokens of code.
The instruction model was tuned for specific use cases by training it on 120,000 code instruction/response pairs. StableCode offers a unique solution for developers to improve their coding skills and productivity.
Why does this matter?
StableCode has the potential to educate the next generation of developers and bridge global technology, facilitating equitable opportunities for people.
Knowledge Nugget: Wonder Tools 🐬 AI to try
This amazing article by
highlights free AI tools for various use cases. Some of the capabilities include generating quizzes, making short videos, composing music, determining if a chat is with a human or a bot, summarizing NPR stories, designing room interiors, summarizing articles via email, and previewing how one might look in the future.
(Featuring Video creation AI tool from the article)
Why does this matter?
These tools are quick and easy to use, providing users with a range of AI-powered experiences in just a minute or two. Individuals can take advantage of these tools to explore and harness AI for various tasks.
What Else Is Happening❗
📱 Hugging Face released tools for running LLMs on Apple devices. (Link)
💼 Disney has formed a task force to explore the applications of AI & cut costs. (Link)
🎙️ D-ID & ElevenLabs have partnered to bring premium voices to D-ID's Creative RealityTM studio. (Link)
🎵 Google and Universal Music Group are talking about licensing artists' melodies and vocals for an AI-generated music tool. (Link)
✈️ Google AI is helping Airlines reduce and mitigate contrails' climate impact. (Link)
🛠️ Trending Tools
ChattyDocs: Create AI experts on selected topics using your documents. AI answers your or customers’ questions.
Social Bellow: AI-powered prompts to revolutionize content. Overcome writer’s block, craft engaging narratives, and personalize chatbots.
Neighborbrite Vision: Transform your yard with our AI app. Choose Desert, Modern, or Cottage vibes and get a custom design.
HomeStyler AI: Experience the future of interior design. Upload a picture and watch your space transform into a designer masterpiece.
CREaiD AI: Commercial Real Estate’s 1st AI chatbot. Connect with Verified Lenders and Primary Contacts, and get real-time insights.
Taylor AI: Fine-tune open-source LLMs in minutes. Focus on experimentation & building better models, not digging through libraries.
StudentAI: Every tool a student needs to save time and excel academically. From presentations to exams, we’ve got it covered.
liteLLM: Simplify using LLM APIs from OpenAI, Azure, Cohere, Anthropic, Replicate, and Google. Call all LLM APIs using chatGPT format.
🤩 Wednesday WOW!
Choose your Fighter ⚔️ Be it Ronaldo, Trump, or Einstein!
An amazing curation by Midjourney AI + gen2 + ElevenLabs.
That's all for now!
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Thanks for reading, and see you tomorrow. 😊