Unlocking AI's Creative Power: Exploring LLMs and Diffusion Models
Published:Jan 18, 2026 04:15
•1 min read
•Zenn ML
Analysis
This article dives into the exciting world of generative AI, focusing on the core technologies driving innovation: Large Language Models (LLMs) and Diffusion Models. It promises a hands-on exploration of these powerful tools, providing a solid foundation for understanding the math and experiencing them with Python, opening doors to creating innovative AI solutions.
Key Takeaways
- •The article explores the mathematical foundations of generative AI.
- •It covers two key pillars of modern AI: LLMs and Diffusion Models.
- •The goal is to provide a hands-on experience using Python with LLM APIs and diffusion processes.
Reference
“LLM is 'AI that generates and explores text,' and the diffusion model is 'AI that generates images and data.'”