It used to be that memory and storage space were so precious and so limited of a resource that handling nontrivial amounts of text was a serious problem. Text compression was a highly practical ...

Contrast that with how LLMs are currently the dominant form of AI people think of when they hear the term and how they actually function. In reality, LLMs are statistical prediction machines that have ...

Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models ...

AI-powered chatbots such as ChatGPT and Google Bard are certainly having a moment—the next generation of conversational software tools promise to do everything from taking over our web searches to ...

Chain-of-Thought (CoT) prompting has enhanced the performance of Large Language Models (LLMs) across various reasoning tasks.