LLMs are capable of performing a wide range of NLP tasks, such as named entity recognition. In this study, I tested an open-source library capable of calling several commercial and open-source models. The final results are mixed… — Thanks to their size, large language models (LLMs) have acquired formidable language processing skills. With little or no examples, they are able to perform language processing operations such as classification, sentiment analysis, concept extraction, named entity recognition, translation, and more.