Machine Learning Made Simple

Ep66: Fastest LLM Ever? Diffusion AI is Changing Everything


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100x Faster AI? The Breakthrough That Changes Everything!


Forget everything you know about AI models—LLADA is rewriting the rules. This episode unpacks the Diffusion Large Language Model, a cutting-edge AI that generates code 100x faster than Llama3 and 10x faster than GPT-4O. Plus, we explore Microsoft's Omniparser 2, an AI that can see, navigate, and control your screen—no clicks needed.


🔍 What You’ll Learn:

✅ The rise of AI-powered screen control with Omniparser 2 👀

✅ Why LLADA might replace transformers in AI’s next evolution 🚀

✅ The game-changing science behind diffusion-based AI 🔬


References:

  1. [2107.03006] Structured Denoising Diffusion Models in Discrete State-Spaces

  2. [2406.04329] Simplified and Generalized Masked Diffusion for Discrete Data

  3. [2502.09992] Large Language Diffusion Models

  4. [2406.03736] Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data

  5. [2410.18514] Scaling up Masked Diffusion Models on Text







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Machine Learning Made SimpleBy Saugata Chatterjee