Most promising LLMs in the market
The last few months have witnessed an unprecedented surge in the research and development of LLMs. Several new models have been released or announced by different organizations, each with its own features and capabilities. Some of these models are the largest and most advanced ever created, surpassing the previous state-of-the-art by orders of magnitude. Others are lighter yet more specialized on specific tasks.In this chapter, we will review some of the most promising LLMs in the market as of 2023. We will introduce their background, key findings, and main techniques. We will also compare their performance, strengths, and limitations on various benchmarks and tasks. We will also discuss their potential applications, challenges, and implications for the future of AI and society.
Proprietary models
Proprietary LLMs are developed and owned by private companies, and they are not disclosed with code. They are also typically subject to a fee for consumption...
