DeepSeek vs. the Giants: A Comparative Analysis of Large Language Models

Summary: The Large Language Model (LLM) landscape is booming, with models like DeepSeek, GPT-4, PaLM 2, and Llama 2 vying for dominance. This article provides a comprehensive comparative analysis of DeepSeek against these leading LLMs, examining their architectures, training data, performance benchmarks, strengths, weaknesses, accessibility, and future potential. It explores how DeepSeek differentiates itself within this competitive field and what its unique contributions might be to the evolution of AI.