Building LLMs from Scratch: A Deep Dive into Modern Transformer Architectures!
Analysis
Get ready to dive into the exciting world of building your own Large Language Models! This article unveils the secrets of modern Transformer architectures, focusing on techniques used in cutting-edge models like Llama 3 and Mistral. Learn how to implement key components like RMSNorm, RoPE, and SwiGLU for enhanced performance!
Key Takeaways
Reference
“This article dives into the implementation of modern Transformer architectures, going beyond the original Transformer (2017) to explore techniques used in state-of-the-art models.”