Kimi K3 Can Hold 22,580 GPT-2s: Seven Years of LLM Evolution Is More Than Just Parameter Growth

A recent analysis, referencing Moonshot AI's Kimi K3, highlights the significant evolution of large language models over the past seven years, noting that progress extends beyond mere parameter count. The study points out that Kimi K3, as a modern model, has the capacity equivalent to 22,580 GPT-2 models, illustrating the dramatic scaling in model size. However, the findings emphasize that improvements in architecture, training efficiency, and other factors have also played crucial roles in the advancement of LLMs, not just the increase in parameters.