If you spend any time working with real-world data, you quickly realize that not everything comes in neat, clean numbers.

Large language models (LLMs) like Mistral 7B and Llama 3 8B have shaken the AI field, but their broad nature limits their application to specialized areas.

Machine learning models possess a fundamental limitation that often frustrates newcomers to natural language processing (NLP): they cannot read.