Decoding the Giants: a systematic taxonomy and empirical analysis of large language model architectures, training, and applications
This comprehensive survey provides an in-depth analysis of modern LLMs, with a systematic comparison of cutting-edge proprietary and open-source architectures including DeepSeek, GPT-4, Gemini, LLaMA, and Claude.