In the age of AI, large language models (LLMs) are akin to martial arts secrets; their training processes consume massive computing power and data, much like martial arts experts who have spent years in secluded training. The release of open-source models is like these experts sharing their secrets with the public, but they come with certain licenses (such as Apache 2.0 and LLaMA 2 Community License) to protect their intellectual property (IP). However, the world can be treacherous, and incidents of 'shelling' are bound to occur. Some developers claim they have trained new LLMs when, in fact, they are using other foundational models (like Lla

At the recent World Artificial Intelligence Conference, Baidu founder Li Yanhong and Alibaba Cloud CTO Zhou Jingren expressed different views on the importance of open-source models. Li Yanhong stated that closed-source models are superior in effectiveness to equivalent open-source models of the same scale. He emphasized the advantages of closed-source models in providing diverse solutions, better balancing effectiveness, speed, and cost.Image Source Note: The image was generated by AI, and the