My first ever track using quantization! This was part of an assignment I had to complete. Use quantization for the whole track! Definitely fitting for spooky season! Happy Halloween everyone!

Night Of The Werewolf (Interlude)

Quantization Neutralized 
Late Night Ambient Session on 12.01.23

Quantization Neutralized

Welcome to "AI with Shaily," hosted by Shailendra Kumar, a passionate male AI enthusiast who brings the latest and most exciting developments in artificial intelligence to his audience. Today, Shaily shares an incredible breakthrough in AI technology that could revolutionize how we access and use AI models—without the need for expensive, power-hungry GPUs! 🚀💻

Shailendra introduces BitNet b.582BT, a groundbreaking AI model developed by Microsoft Research in collaboration with a brilliant researcher from the University of Chinese Academy of Sciences. This massive model boasts 2 billion parameters and has been trained on an astonishing 4 trillion tokens—equivalent to absorbing the knowledge of about 33 million books! 📚🤯 What makes BitNet truly remarkable is that it runs efficiently on everyday CPUs, including popular chips like Apple’s M2, which many people use in their daily laptops and devices. 🍏⚙️

The magic behind BitNet’s efficiency lies in an innovative technique called extreme quantization. Instead of using a wide range of values, the model’s weights are simplified to just three possible values: -1, 0, or 1. This tri-value system drastically reduces memory usage and speeds up calculations, cutting energy consumption by an impressive 96%! 🌍⚡ This is not only a win for performance but also a huge step toward environmentally friendly AI technology.

In rigorous benchmark tests, BitNet doesn’t just perform well—it outperforms some of the leading AI models like Meta’s LLaMA 2 3B and Google’s Gemma 3 on tasks involving reasoning and human-like problem-solving. From solving basic math problems to understanding physical commonsense, BitNet proves that a leaner model can deliver superior results. 🧠🏆

Shailendra highlights how this innovation is a game-changer for making powerful AI accessible to everyone, from hobbyists experimenting at home to developers in small startups. He shares a personal touch, recalling his own experience coding on a laptop and dreaming of a future where bulky GPUs and high electricity bills are no longer barriers. BitNet represents a significant step toward that dream becoming reality. 💡💻✨

For those eager to try AI themselves, Shaily offers a helpful tip: keep an eye out for AI models that use quantization techniques. These models often perform impressively on modest hardware, making them perfect for learners and developers who want to experiment without needing expensive setups. 🔍🤖

Shailendra leaves his audience with an inspiring thought: “The best way to predict the future is to create it.” With innovations like BitNet, the future of AI is not only powerful but also practical and environmentally sustainable. 🌟🌱

He invites viewers to follow him across YouTube, Twitter, LinkedIn, and Medium for more exciting AI updates and deep dives. Shaily encourages everyone to subscribe to “AI with Shaily,” share their thoughts, and keep the conversation alive because every perspective matters in this rapidly evolving field. 🙌📲💬

Thanks for tuning in! Until next time, Shailendra Kumar reminds us to keep questioning, keep learning, and keep innovating! 🔍📚💡

AI Without GPUs: How BitNet Runs Billion-Parameter Models on Your Laptop

Unlock the secrets of data mastery with Shailendra, a 27-year veteran in AI, ML, and Data Science, driving AU$ 6 Billion in transformative value. As the author of 'Making Money out of Data,' their strategies redefine digital success. With expertise honed at IBM and Accenture, they drive innovation and data monetization. Explore how loyalty programs like Flybuys and Everyday Rewards revolutionize business—connect with Shaily today.

Brendon Davis is an 20 year old musician at the University of Michigan studying Jazz and Contemporary improvisation (Jazz & Classical).  He has a true passion for all types of music his main areas of interest range from jazz, gospel, to classical. Such prominent musicians have influenced him throughout the detroit area such as Al Mckenzie, Randy Scott, Bill Moss Jr. , Bill Moss Jr.,Incognito,Penny Wells, Snarky Puppy, Cory Henry, Shaun Martin , Bill Laurance, and Penny Wells. He is currently studying with Professor Benny Green.  We can't wait to see what else this young man has to offer.

Brutalist Synthwave in the Generative Future  // (Sketches w/ PolyBrute_ +ArpOdyssey_ ) +MoogSub37_  // @amovertone

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