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- Weekly - 24Mar2024
Weekly - 24Mar2024
AIPOOOL Sunday Brief: Open Source Models, Ethical Advocacy, and Decentralized Innovations, GPT-% expected release and Top Trending Tools 🚀
Kaif Ahmed
March 24, 2024
Happy Sunday! This is AIPOOOL. The email that tells you what’s going on in Artificial Intelligence space in simple blocks. Get ready to have your mind blown by the sheer power of AI!
In Today’s Email :
📺 AI News: UN adopts resolution for ethical AI, xAI releases Grok, Nvidia predicts AI games, Stability AI CEO resigns, OpenAI to launch GPT-5.
⛏️ Trending Tools: Boo.ai for content creation, Prodia for AI image generation, & many more ..
🔰 Quick Grab: Introducing MobiLlama: Smart and Efficient Language Model for Your Device.
🎆Creators Corner: What developers wants ?
🅿️Community Poll: What new content do you want from us?
Browse AI Tools | Instagram | Advertise
AI Happenings You Don’t Want To Miss
✨ The UN General Assembly has adopted a landmark resolution on AI, aiming to promote the safe and ethical development of AI technologies worldwide. The resolution calls for the development of “safe, secure, and trustworthy” AI systems that respect human rights and fundamental freedoms.
✨ Elon Musk’s startup xAI has made its large language model Grok available as open source software. The 314 billion parameter model can now be freely accessed, modified, and distributed by anyone under an Apache 2.0 license.
✨ The Video games of the future could soon be entirely created with the use of AI — maybe even within just ten years, according to Nvidia CEO Jensen Huang, the man behind a company that's greatly benefitting from selling thousands of graphics processing units (GPUs) to some of the biggest players in the AI industry.
✨ Stability AI founder and chief executive Emad Mostaque has stepped down from the top role to pursue Decentralized AI. Mostaque opined that one can’t beat “Centralized AI” with more “Centralized AI,”.
✨ OpenAI should release GPT-5 this summer, after it completes the final round of internal testing. That’s according to unnamed execs who have been able to try the new model, and who anonymously detailed some of its improvements.
Free & Useful AI Tools -
Boo.ai - AI-Powered Editor for Faster, Smarter Content Creation.
Prodia - Free AI Image Generating Tools based on Stable Diffusion.
Greptile - An AI Expert on any codebase.
eCommerce Prompts - ChatGPT Prompts for the Ultimate eCommerce Marketer.
Codium - Analyzes your code and generates meaningful tests to catch bugs before you ship.
🚀 Introducing MobiLlama: Smart and Efficient Language Model for Your Device 📱
In the world of super-smart AI language models, bigger isn't always better. Meet MobiLlama, a new kind of brain for your devices that's small, efficient, and super smart. 🦙💡
Why MobiLlama?
You know those fancy language models like ChatGPT and Bard? They're great at what they do, but they're huge and hungry for power. That's where MobiLlama comes in. It's like having a mini version of those big models, but it's designed to work smoothly on your phone, your smartwatch, or even your toaster. Plus, it's open-source, meaning anyone can use it and tweak it to fit their needs.
Source : MobiLlama
What's the Deal with Small Language Models?
They're efficient, they're cost-effective, and they fit right in your pocket. Plus, they're great for things like keeping your data private and secure, because they can do all the heavy lifting right on your device without needing to send your information to some far-off server. 🔒🔍📉
How Does MobiLlama Work?
MobiLlama strikes the perfect balance between power and efficiency. It's not the biggest model out there, but it's smart where it counts. Whether you're chatting with a virtual assistant or browsing the web, MobiLlama has your back. 💬🌐
In a world where less is more, MobiLlama proves that small can be mighty. Why settle for a clunky, power-hungry AI when you could have sleek, efficient MobiLlama? 🌟🦙📱
🤖 LLM Updates of the Week:
🌟 GaLore: Advancing Large Model Training on Consumer-grade Hardware, allowing for the training of billion-parameter models on consumer-grade hardware, reducing memory footprint in optimizer states, and leveraging advanced projection matrix techniques.
🌟 FeatUp: An algorithm that upgrades the resolution of deep networks for improved performance in computer vision tasks such as object recognition, scene parsing, and depth measurement.
🌟 Ragas: A framework for evaluating Retrieval Augmented Generation (RAG) pipelines, which are LLM applications using external data to enhance context. It helps assess pipeline performance, addressing challenges in evaluation.
🌟 Stable Video 3D (SV3D): A generative model based on Stable Video Diffusion that takes in a still image of an object as a conditioning frame, and generates an orbital video of that object.
👨💻 From Lab to Layman - Diversity-aware channel pruning for StyleGAN compression :
Diversity-aware Channel Pruning for StyleGAN Compression is a technique that helps make StyleGAN, a powerful tool for creating images, more efficient and faster.
This method focuses on maintaining the variety and richness of images generated by StyleGAN while reducing the amount of computing power needed.
By carefully selecting and removing unnecessary parts of the image-making process, this approach ensures that the compressed StyleGAN model can still produce a wide range of different images.
For more information about Diversity-aware Channel Pruning and StyleGAN, visit their respective repositories on GitHub.
